ProgrammeAvailable Cafeteria of Kyoto University Coop with a lunch
ticket of ICONIP 201610

Bus stops

11Floor map

18

19

Tutorials (October 16, 2016)
Tutorial

International Conference Hall I

13:00

14:30

Tutorial 1: Non-Gaussian machine learning: From ICA to unsupervised
deep learning
Aapo Hyvärinen
University of Helsinki

-

14:30

-

16:00

Tutorial 3: Deep Learning, Spiking Neural Networks and Evolving
Spatio-Temporal Data Machines
Nikola Kasabov, FIEEE, FRSNZ
Knowledge Engineering and Discovery Research Institute (KEDRI),
Auckland University of Technology

18:30

-

20:30

Welcome Reception

Tutorial

International Conference Hall III

13:00

14:30

Tutorial 2: The Use of Robotic Technology and Control Theory to Explore Brain Function and Dysfunction
Stephen Scott
GSK-CIHR Chair in Neuroscience, Centre for Neuroscience Studies, Department of Biomedical and Molecular Sciences, Queen s University

-

14:30

-

16:00

Tutorial 4: Analysis Methods for Understanding Human Brain Activities
Okito Yamashita
Neural Information Analysis Laboratories, ATR

16:30

-

18:30

Best Student Paper Awards Presentation

20

21

October 17 (Monday)
Opening Remark Clock Tower Centennial Hall 9:20
Akira Hirose
General Chair of ICONIP2016 (University of Tokyo)

–

9:30

Plenary 1 Clock Tower Centennial Hall 9:30 – 10:20
chair:
Akira Hirose
Deep CNN Neocognitron for Visual Pattern Recognition
Kunihiko Fukushima
Senior Research Scientist, Fuzzy Logic Systems Institute (Iizuka, Fukuoka, Japan)

24

Monday AM
MonAM-1
Deep and Reinforcement Learning
Chair: Kazushi Ikeda
Room: International Conference Hall I

10:40

-

11:00

Emotion Prediction from User-Generated Videos by Emotion Wheel
Guided Deep Learning
Che-Ting Ho1 , Yu-Hsun Lin1 , Ja-Ling Wu1
1
NTU

11:00

-

11:20

Deep Q-learning with Prioritized Sampling
Jianwei Zhai1 Quan Liu1 Zongzhang Zhang1 Shan Zhong1 Haijun Zhu1
Peng Zhang1 Cijia Sun1
1
School of Computer Science & Technology, Soochow University

11:20

-

11:40

Deep Inverse Reinforcement Learning by Logistic Regression
Eiji Uchibe1
1
ATR Computational Neuroscience Labs.

11:40

-

12:00

Parallel Learning for Combined Knowledge Acquisition Model
Kohei Henmi1 , Motonobu Hattori1
1
University of Yamanashi

12:20

Emergence of Higher Exploration in Reinforcement Learning using a
Chaotic Neural Network
Yuki Goto1 , Katsunari Shibata1
1
Oita University

12:00

-

25

MonAM-3
Big Data Analysis
Chair: Farookh Hussain, Gohei Tanaka
Room: International Conference Hall III

10:40

11:00

11:20

11:40

12:00

-

-

-

-

-

11:00

Establishing Mechanism of Warning for River Dust Event based on an
Artificial Neural Network
Yen Hsun Chuang1 , Ho Wen Chen1 , Wei Yea Chen1 , Ya Chin Teng1
1
Tung Hai University

11:20

Harvesting multiple resources for Software as Service oﬀers: a big data
study
Asma Alkalbani1 , Farookh Hussain1 , Ahmed Ghamry2 , Omar Hussain2
1
University of Technology Sydney 2 University of New South Wales
Canberra (UNSW Canberra)

11:40

Cloud Monitoring Data Challenges: A Systematic Review
Asif Gill1 , Sarhang Hevary2
1
University of Technology Sydney (UTS) 2 University of Technology,
Sydney (UTS)

12:00

Locality-Sensitive Linear Bandit Model for Online Social Recommendation
Tong Zhao1 , Irwin King2
1
Shenzhen Key Laboratory of Rich Media Big Data Analytics and Applications, Shenzhen Research Institute, The Chinese University of Hong
Kong, Shenzhen, China 2 Department of Computer Science and Engineering, The Chinese University of Hong Kong, Shatin, N.T., Hong
Kong

12:20

An Online-Updating Approach on Task Recommendation in Crowdsourcing Systems
Man-Ching Yuen1 , Irwin King1 , Kwong-Sak Leung1
1
The Chinese University of Hong Kong

26

MonAM-4
Neural Data Analysis
Chair: Juergen Fell, Junnosuke Teramae
Room: Conference Room III

10:40

-

11:00

Inferred duality of synaptic connectivity in local cortical circuit with receptive eld correlation
Kohei Watanabe1 , Jun-nosuke Teramae1 , Naoki Wakamiya1
1
Graduate School of Information Science and Technology, Osaka University

11:00

-

11:20

Identifying gifted thinking activities through EEG microstate topology
analysis
Li Zhang1 , Mingna Cao1 , Bo Shi1
1
Bengbu Medical College

11:20

-

11:40

Representation of local figure-ground by a group of V4 cells
Masaharu Hasuike1 , Yukako Yamane2 , HIroshi Tamura2 , Ko Sakai1
1
University of Tsukuba 2 Osaka University

12:00

Dynamic MEMD associated with Approximate Entropy in Patients
Consciousness Evaluation
Gaochao Cui1,2 , Qibin Zhao1,2 , Toshihisa Tanaka3 , Jianting Cao1,2 , Andrzej Cichocki2
1
Saitama Institute of Technology 2 Brain Science Institute, RIKEN
3Tokyo University

11:40

-

27

MonAM-5
Robotics and Control
Chair: Shuichi Kurogi, Sung-Bae Cho
Room: Conference Room IV

10:40

11:00

11:20

11:40

-

-

-

-

11:00

Neural Dynamic Programming for Event-Based Nonlinear Adaptive Robust Stabilization
Ding Wang1 , Hongwen Ma1 , Derong Liu2 , Huidong Wang3
1
Institute of Automation, Chinese Academy of Sciences 2 University of
Science and Technology Beijing 3 Shandong University of Finance andEconomics

11:20

Entropy Maximization of Occupancy Grid Map for Selecting Good Registration of SLAM Algorithms
Daishiro Akiyama1 , Kazuya Matsuo1 , Shuichi Kurogi1
1
Kyushu Institute of Technology

11:40

Analysis of an Intention-Response Model inspired by Brain Nervous System for Cognitive Robot
Jae-Min Yu1 , Sung-Bae Cho1
1
Yonsei University

12:00

Dynamic Surface Sliding Mode Algorithm Based on Approximation for
Three-dimensional Trajectory Tracking Control of an AUV
Kai Zhang1 , Tieshan LI1 , Yuqi Wang1 , Zifu Li2
1
Dalian Maritime University 2 Jimei University28

Monday PM1
MonPM1-1
Chair:
Room:

13:20

Bio-Inspired / Energy-Eﬃcient Information Processing: Theory,
Systems, Devices 1
Shigeru Nakagawa, Akira Hirose, Daiju Nakano
International Conference Hall I

-

13:40

Exploiting Heterogeneous Units for Reservoir Computing with Simple
Architecture
Gouhei Tanaka1 , Ryosho Nakane1 , Toshiyuki Yamane2 , Daiju Nakano2 ,Seiji Takeda2 , Shigeru Nakagawa2 , Akira Hirose1
1
The University of Tokyo 2 IBM Research - Tokyo

13:40

-

14:00

Graceful Degradation under Noise on Brain Inspired Robot Controllers
Ricardo de Azambuja1 , Frederico Klein1 , Martin Stoelen1 , Samantha
Adams1 , Angelo Cangelosi1
1
Plymouth University

14:00

-

14:20

Dynamics of reservoir computing at the edge of stability
Toshiyuki Yamane1 , Seiji Takeda1 , Daiju Nakano1 , Gouhei Tanaka2 ,Ryosho Nakane2 , Shigeru Nakagawa1 , Akira Hirose2
1
IBM Research - Tokyo 2 The University of Tokyo

14:40

Hybrid Gravitational Search Algorithm with Swarm Intelligence for Object Tracking
Henry Fung Yeung1 , Guang Liu1 , Yuk Ying Chung1 , Eric Liu1 , WeiChang Yeh2
1
University of Sydney 2 National Tsing Hua University, Taiwan

15:00

Photonic Reservoir Computing Based on Laser Dynamics with External
Feedback
Seiji Takeda1 , Daiju Nakano1 , Toshiyuki Yamane1 , Gouhei Tanaka2 ,Ryosho Nakane2 , Akira Hirose2 , Shigeru Nakagawa1
1
IBM Research - Tokyo 2 The University of Tokyo

14:20

14:40

-

-

29

MonPM1-3
Chair:
Room:

Whole Brain Architecture: Toward a Human Like General Purpose Artificial Intelligence 1
Takashi Omori, Hiroshi Yamakawa
International Conference Hall III

13:20

-

13:40

Whole brain architecture approach is a feasible way toward an Artificial
General Intelligence
Hiroshi Yamakawa1 , Masahiko Osawa2 , Yutaka Matsuo3
1
Dwango 2 Keio University 3 The University of Tokyo

13:40

-

14:00

Learning Visually Guided Risk-Aware Reaching on a Robot Controlled
by a GPU Spiking Neural Network
Terence Sanger1
1
USC

14:00

-

14:20

Regularization Methods for the Restricted Bayesian Network BESOM
Yuuji Ichisugi1 , Takashi Sano1
1
AIST

14:20

-

14:40

Representation of Relations by Planes in Neural Network Language
Model
Takuma Ebisu1 , Ryutaro Ichise2
1
SOKENDAI 2 National Institute of Informatics

14:40

-

15:00

Modeling of emotion system as a value calculation system
Takashi Omori1 , Masahiro Miyata1
1Tamagawa University

30

MonPM1-4
Neurodynamics 1
Chair: Katsunari Shibata, Toshimichi Saito
Room: Conference Room III

13:20

-

13:40

Modeling Attention-Induced Reduction of Spike Synchrony in the Visual
CortexNobuhiko Wagatsuma1 , Rudiger der Heydt2 , Ernst Niebur2
1
Tokyo Denki University 2 Johns Hopkins University

13:40

-

14:00

A Robust TOA Source Localization Algorithm based on LPNN
Chi Sing Leung1 , Hao Wang1 , Ruibin Feng1
1
City University of Hong Kong

14:20

Reward-Based Learning of a Memory-Required Task based on the Internal Dynamics of a Chaotic Neural Network
Toshitaka Matsuki1 , Katsunari Shibata1
1
Oita University

14:40

Roles of Gap Junctions in Organizing Traveling Waves in a Hippocampal
CA3 Network Model
Toshikazu Samura1 , Yutaka Sakai2 , Hatsuo Hayashi3 , Takeshi Aihara2
1
Yamaguchi University 2 Tamagawa University 3 Kyushu Institute ofTechnology

15:00

Towards Robustness to Fluctuated Perceptual Patterns by a Deterministic Predictive Coding Model in a Task of Imitative Synchronization with
Human Movement Patterns
Ahmadreza Ahmadi1 , Jun Tani1
1
KAIST

14:00

14:20

14:40

-

-

-

31

MonPM1-5
Bioinformatics
Chair: Kitsuchart Pasupa, Madhu Chetty
Room: Conference Room IV

13:20

13:40

14:00

14:20

14:40

-

-

-

-

-

13:40

Clustering-based Weighted Extreme Learning Machine for Classification
in Drug Discovery Process
Wasu Kudisthalert1 , Kitsuchart Pasupa1
1Faculty of Information Technology, King Mongkut’s Institute of Technology Ladkrabang

14:00

Metabolite Named Entity Recognition: A Hybrid Approach
Wutthipong Kongburan1 , Praisan Padungweang1 , Worarat Krathu1 ,Jonathan Chan1
1
School of Information Technology, King Mongkut’s University of Technology Thonburi

14:20

Improving strategy for discovering interacting genetic variants in association studies
Suneetha Uppu1 , Aneesh Krishna1
1
Curtin University

14:40

Improving Dependency Parsing on Clinical Text with Syntactic Clusters
from Web Text
Xiuming Qiao1 , Hailong Cao1 , Tiejun Zhao1 , Kehai Chen1
1
Harbin Institute of Technology

15:00

Exploiting Temporal Genetic Correlations for Enhancing Regulatory Network Optimization
Ahammed Kizhakkethil Youseph1 , Madhu Chetty2 , Gour Karmakar2
1
Monash University, Australia 2 Federation University, Australia

32

Monday PM2
MonPM2-1
Chair:
Room:

15:20

15:40

16:00

16:20

16:40

Bio-Inspired / Energy-Eﬃcient Information Processing: Theory,
Systems, Devices 2
Shigeru Nakagawa, Akira Hirose, Daiju Nakano
International Conference Hall I

-

-

-

-

-

15:40

FPGA Implementation of Autoencoders having Shared Synapse Architecture
Akihiro Suzuki1 , Takashi Morie1 , Hakaru Tamukoh1
1
Kyushu Institute of Technology Graduate School of Life Science andSystems Engineering

16:00

Time-domain Weighted-sum Calculation for Ultimately Low Power VLSI
Neural Networks
Quan Wang1 , Hakaru Tamukoh1 , Takashi Morie1
1
Kyushu Institute of Technology

16:20

A CMOS Unit Circuit Using Subthreshold Operation of MOSFETs for
Chaotic Boltzmann Machines
Masatoshi Yamaguchi1 , Takashi Kato1 , Quan Wang1 , Hideyuki Suzuki2 ,Hakaru Tamukoh1 , Takashi Morie1
1
Kyushu Institute of Technology 2 Osaka University

16:40

An attempt of speed-up of Neurocommunicator, an EEG-based communication aid.
Ryohei Hasegawa1
1
AIST

17:00

Computational Performance of Echo State Networks with Dynamic
Synapses
Ryota Mori1 , Gouhei Tanaka1 , Ryosho Nakane1 , Akira Hirose1 ,Kazuyuki Aihara1
1
The University of Tokyo

33

MonPM2-3
Chair:
Room:

Whole Brain Architecture: Toward a Human Like General Purpose Artificial Intelligence 2
Takashi Omori, Hiroshi Yamakawa
International Conference Hall III

15:20

-

15:40

16:00

16:20

16:40

-

-

-

-

15:40

The Whole Brain Architecture Initiative
Naoya Arakawa1 , Hiroshi Yamakawa2
1
The Whole Brain Architecture Initiative 2 Dwango

16:00

Neural Network for Quantum Brain Dynamics: 4D CP 1 + U (1) Gauge
Theory on Lattice and its Phase Structure
Shinya Sakane1 , Tetsuo Matsui1
1
Kindai University

16:20

BriCA: A Modular Software Platform for Whole Brain Architecture
Kotone Itaya1 , Koichi Takahashi2 , Masayoshi Nakamura3 , Moriyoshi
Koizumi4 , Naoya Arakawa5 , Masaru Tomita1 , Hiroshi Yamakawa3
1
Keio University 2 RIKEN QBiC 3 DWANGO Co. 4 Open Collector
Inc. 5 The Whole Brain Architecture Initiative

16:40

An Implementation of Working Memory Using Stacked Half Restricted
Boltzmann Machine: Toward to Restricted Boltzmann Machine-Based
Cognitive Architecture
Masahiko Osawa1 , Hiroshi Yamakawa1 , Michita Imai1
1
Keio University / Dwango AI Laboratory

17:00

A Game-Engine-Based Learning Environment Framework for Artificial
General Intelligence - Toward Democratic AGI Masayoshi Nakamura1 , Hiroshi Yamakawa1
1
DWANGO Co.

34

MonPM2-4
Neurodynamics 2
Chair: Katsunari Shibata, Toshimichi Saito
Room: Conference Room III

15:20

15:40

16:00

16:20

-

-

-

-

15:40

Image Segmentation using Graph Cuts based on Maximum-Flow Neural
Network
Masatoshi Sato1 , Hideharu Toda2 , Hisashi Aomori2 , Tsuyoshi Otake3 ,Mamoru Tanaka4
1
Tokyo Metropolitan University 2 Chukyo University 3 Tamagawa University 4 Sophia University

16:00

Joint Routing and Bitrate Adjustment for DASH Video via neurodynamic programming in SDN
Kunjie Zhu1 , Junchao Jiang1 , Bowen Yang1 , Weizhe Cai1 , Jian Yang1
1
University of Science and Technology of China

16:20

Stability of Periodic Orbits in Dynamic Binary Neural Networks withTernary Connection
Kazuma Makita1 , Ryuji Sato1 , Toshimichi Saito1
1
Hosei University

16:40

Evaluation of Chaotic Resonance by Lyapunov Exponent in AttractorMerging Type Systems
Sou Nobukawa1 , Haruhiko Nishimura2 , Teruya Yamanishi1
1
Fukui University of Technology 2 University of Hyogo

35

MonPM2-5
Biomedical Engineering
Chair: Jianwu Li, Atsunori Kanemura
Room: Conference Room IV

15:20

15:40

16:00

16:20

16:40

-

-

-

-

-

15:40

Sleep Stage Prediction Using Respiration and Body-Movement Based on
Probabilistic Classifier
Hirotaka Kaji1 , Hisashi Iizuka1 , Mitsuo Hayashi2
1
Toyota Motor Corp. 2 Hiroshima University

16:00

Removing Ring Artifacts in CBCT Images Using Smoothing based on
Relative Total Variation
Qirun Huo1 , Jianwu Li1 , Yao Lu1 , Ziye Yan2
1
Beijing Institute of Technology 2 China Resource Wandong Medical
Equipment

16:20

Proposal of a human heartbeat detection/monitoring system employing
chirp Z-transform and time-sequential neural prediction
Ayse Bezer1 , Akira Hirose1
1
University of Tokyo

16:40

Fast Dual-Tree Wavelet Composite Splitting Algorithms for Compressed
Sensing MRI
Jianwu Li1 , Jinpeng Zhou1 , Qiang Tu1 , Javaria Ikram1 , Zhengchao
Dong2
1
Beijing Institute of Technology 2 Columbia University

17:00

Implementation of a modular Growing When Required neural gas architecture for recognition of falls
Frederico Belmonte Klein1 , Karla Stepanova2 , Angelo Cangelosi1
1
Plymouth University 2 FEL CTU in Prague

36

73

October 18 (Tuesday)
Plenary 2 Clock Tower Centennial Hall 9:30 – 10:20
chair:
Kenji DoyaRecent Developments in Online Learning for Big Data Applications
Irwin King
Department of Computer Science & Engineering. The Chinese University ofHong Kong

Tuesday AM
TueAM-1
Data Mining and Cybersecurity Workshop 1
Chair: Tao Ban, Paul Pang, Kaizhu Huang
Room: International Conference Hall I

10:20

Invited talk
Cyber-security Information Sharing with Data Correlation
Koji Nakao1,21Distinguished Researcher, Cybersecurity Research Institute- 11:00
National Institute of Information and Communications Technology,
2
Information Security advisor, KDDI

11:00

Botnet Detection Using Graphical Lasso with Graph Density
1
1
Shoma Tanaka1 Masanori- 11:20 Chansu 1Han Kento Kono
1
Kawakita Jun’ichi Takeuchi
1
Graduate School of ISEE, Kyushu University

11:20

The Usability of Metadata for Android Application Analysis
Takeshi Takahashi1 , Tao Ban1 , Chin-Wei Tien2 , Chih-Hung- 11:40 Lin2 , Daisuke Inoue1 , Koji Nakao1
1
National Institute of Information and Communications
Technology, 2 Institute for Information Industry

11:40

Preserving Privacy of Agents in Reinforcement Learning forRadio Networks- 12:00 Distributed Cognitive
1
Geong Sen Poh , Kok-Lim Alvin Yau2
1
MIMOS Berhad 2 Sunway University

74

TueAM-3
Neuromorphic Hardware
Chair: Mutsumi Kimura, Toshimichi Saito
Room: International Conference Hall III

10:40

Simplification of Processing Elements in Cellular Neural
Networks - Working Confirmation using Circuit Simulation Mutsumi Kimura1 , Nao Nakamura1 , Tomoharu Yokoyama1 ,- 11:00 Tokiyoshi Matsuda1 ,Tomoya Kameda2 ,Yasuhiko
2
Nakashima
1
Ryukoku University 2 Nara Institite of Science andTechnology

11:00

Pattern and frequency generation using an opto-electronic
reservoir computer with output feedback- 11:20 Piotr Antonik1 , Michiel Hermans1 , Marc Haelterman1 , Serge
Massar1
1
Université Libre de Bruxelles

11:20

A retino-morphic hardware system simulating the graded andaction potentials in retinal neuronal layers- 11:40 Yuki Hayashida1 , Yuka Kudo1 , Ryoya Ishida1 , Hirotsugu
Okuno2 , Tetsuya Yagi1
1
Osaka University 2 Osaka Institute of Technology

11:40

Stability Analysis of Periodic Orbits in Digital Spiking Neu- 12:00 rons
Tomoki Hamaguchi1 , Kei Yamaoka1 , Toshimichi Saito1
1
Hosei University

12:00

Letter Reprodution Simulator for Hardware Design of Cellular
Neural Network using Thin-Film Synapses - Crosspoint-type- 12:20 Synapses and Simulation Algorithm Tomoya Kameda1
1
Nara Institite of Science and Technology

75

TueAM-4
Machine Learning 1
Chair: Daniel Berrar, Kazuyuki Hara
Room: Conference Room III

10:40

Non-parametric e-mixture of density functions
1
2
3- 11:00 Hideitsu2 Hino , Ken Takano , Shotaro Akaho , Noboru
Murata1
University of Tsukuba 2 Waseda University 3 AIST

11:00

An Entropy Estimator Based on Polynomial Regression with
- 11:20 Poisson Error 1Structure
Hideitsu Hino , Shotaro Akaho2 , Noboru Murata3
1
University of Tsukuba 2 AIST 3 Waseda University

11:20

A problem in model selection of LASSO and introduction of- 11:40 scaling
Katsuyuki Hagiwara1
1
Mie University

11:40

A Theoretical Analysis of Semi-Supervised Learning- 12:00 Takashi Fujii1 , Hidetaka Ito1 , Seiji Miyoshi11Kansai University

12:00

Evolutionary multi-task learning for modular training of feedforward neural networks
1
Abhishek Gupta1 Yew Soon Ong1
- 12:20 Rohitash Chandra
1
ChiKeong Goh
1
Rolls Royce @NTU Corporate Lab, Nanyang Technological
University, Nanyang View, Singapore

76

TueAM-4
Sensory Perception
Chair: Kazuhiro Sakamoto, Yoshiki Kashimori
Room: Conference Room IV

10:40

An analysis of current source density profiles activated by local
cortex in vitro- 11:00 stimulation in the1 mouse auditory
Daiki Yamamura , Ayaka Sano1 , Takashi Tateno1
1
Hokkaido University

11:00

Diﬀerential Eﬀect of Two Types of Anesthesia on Sounddriven
Oscillations in the Rat Primary Auditory Cortex- 11:20
Hisayuki Osanai1 Takashi Tateno1
1
Hokkaido University

11:20

Developing an Implantable Micro Magnetic Stimulation SysActivity in vivo
- 11:40 tem to Induce Neural
Shunsuke Minusa1 , Takashi Tateno1
1
Hokkaido University

11:40”Figure” Salience as a Meta-Rule for Rule Dynamics in Visual- 12:00 Perception
Kazuhiro Sakamoto1
1
Tohoku Medical and Pharmaceutical University

12:00

A neural network model for retaining object information required in a categorization task
- 12:20 Yuki Abe1 Kazuhisa Fujita2 Yoshiki Kashimori1
1
University of Electro-Communications 2 Tsuyama National
College of Technology

77

Tuesday PM1
TuePM1-1
Data Mining and Cybersecurity Workshop 2
Chair: Tao Ban, Paul Pang,Kaizhu Huang
Room: International Conference Hall I

13:00

Invited talkThe emerging era of Cognitive Big Data Informatics: Some
Case Studies and future Directions
Amir Hussain1,2- 13:40 1 Director, Cognitive Big Data Informatics (CogBID) Laboratory,
2
Division of Computing Science and Mathematics, University of Stirling, Stirling FK9 4LA, UK

13:40- 14:00 winner presentation

14:00

Campus Wireless LAN Usage Analysis and Its Applications- 14:20 Kensuke Miyashita1 , Yuki Maruno1
1
Kyoto Women’s University

14:20

MDL Criterion for NMF with Application to Botnet Detection
1
2
1- 14:40 Shoma Tanaka 3, Yuki Kawamura1 , Masanori Kawakita ,Noboru Murata , Jun’ichi Takeuchi
1
Graduate School of ISEE Kyushu University 2 Nihon
Unisys, Ltd. 3 Waseda University

78

TuePM1-3
Pattern Recognition 1
Chair: Tong Zhiqiang
Room: International Conference Hall III

13:20

Weighted Discriminant Analysis and Kernel Ridge Regression
Face Verification- 13:40 Metric Learning for
Siew-Chin Chong1 , Andrew Jin Teoh2 , Thian-Song Ong1
1
Multimedia University 2 Yonsei University

13:40

An Incremental One Class Learning Framework for Large
Scale Data
Qilin Deng1 Yi Yang1 Furao Shen1 Chaomin Luo2 Jinxi Zhao1- 14:00 1 Department of Computer Science and Technology, Nanjing
University 2 Department of Electrical and Computer Engineering, University of Detroit Mercy

14:00

Gesture Spotting by Using Vector Distance of Self-OrganizingMap- 14:20 Yuta Ichikawa1 , Shuji Tashiro1 , Hidetaka Ito1 , Hiroomi
Hikawa11
Kansai University

14:20

Cross-Database Facial Expression Recognition via UnsuperAdaptive Dictionary Learning- 14:40 vised Domain
Keyu Yan1 , Wenming Zheng1 , Zhen Cui1 , Yuan Zong1
1
Southeast University

14:40

Adaptive Multi-View Semi-Supervised Nonnegative Matrix
Factorization
1
Wang2 , Feng Tian1 , Chang Hong Liu1 ,- 15:00 Jing Wang , Xiao
1
Hongchuan Yu , Yanbei Liu3
1
Bournemouth University 2 Tsinghua University 3 Tianjin
University

79

TuePM1-4
Machine Learning 2
Chair: Hiroaki Sasaki, Seiji Miyoshi
Room: Conference Room III

13:20

On the Noise Resilience of Ranking Measures- 13:40 Daniel Berrar1
1
Shibaura Institute of Technology

13:40

BPSpike II：A new backpropagation learning algorithm for- 14:00 spiking neural networks
Satoshi Matsuda1
1
Nihon University

14:00

Group dropout inspired by ensemble learning
Kazuyuki Hara1 Daisuke Saitoh2 Tasuku Kondo2 Satoshi
Suzuki3 Hayaru Shouno3- 14:20 1 College of Industrial Technology, Nihon University,
2
Graduate School of Industrial Technology, Nihon Univeristy
3
Graduate School of Informatics and Engineering, The University of Electro-Communications

14:20

Audio Generation From Scene Considering Its Emotion Aspect- 14:40 Gwenaelle Cunha Sergio1 , Minho Lee1
1
Kyungpook National University

14:40

Semi Supervised Autoencoder- 15:00 Anupriya Gogna1 Angshul Majumdar1
1
Indraprasatha Institute of Information Technology-Delhi

80

TuePM1-5
Social Networks
Chair: Ma Huifang, Marcos Quiles
Room: Conference Room IV

13:20

Influence Spread Evaluation and Propagation Rebuilding- 13:40 Qianwen Zhang1 , Cheng-Chao Huang1 , Jinkui Xie1
1
East China Normal University

13:40

A Tag Probability Correlation-based Microblog Recommen- 14:00 dation Method
Zhang Di1 , Ma Huifang1
1
Northwest Normal University

14:00

A New Model and Heuristic for Infection Minimization by
Cutting Relationships
1
1
1- 14:20 Rafael Santiago , Wellington Zunino , Fernando Concatto ,2
Luı́s Lamb1
Universidade do Vale do Itajaı́ 2 Federal University of Rio
Grande do Sul

14:20

Sentiment and Behavior Analysis of one Controversial American Individual on Twitter- 14:40 J. Eliakin M. de Oliveira1 , Moshe Cotacallapa1 , Wilson
Seron2 , Rafael Santos1 , Marcos Quiles2
1
INPE 2 UNIFESP

81

Tuesday PM2
TuePM2-1
Data Mining and Cybersecurity Workshop 3
Chair: Tao Ban, Paul Pang, Kaizhu Huang
Room: International Conference Hall I

15:20

A Brief Review of Spin-glass Applications in Unsupervised
and Semi-supervised Learning
1
2, Paul Pang1 , Ruibin Zhang1 , Ab- 15:40 Lei Zhu , Kazushi Ikeda
1
dolhossein Sarrafzadeh
1
Unitec Institute of Technology, New Zealand 2 Nara Institute of Science and Technology

15:40

Learning Latent Features with Infinite Non-negative Binary- 16:00 Matrix Tri-factorization
Xi Yang1 Kaizhu Huang1 Rui Zhang1 Amir Hussain2
1
Xi’an Jiaotong-Liverpool University 2 University of Stirling

16:00

A Novel Manifold Regularized Online Semi-Supervised Learning Algorithm
Shuguang Ding1 , Xuanyang Xi2 , Zhiyong Liu2 , Hong Qiao2 ,Bo Zhang3- 16:20 1 Institute of Applied Mathematics, AMSS, Chinese Academyof Sciences 2 State Key Lab of Management and Control for
Complex Systems, Institute of Automation, Chinese Academyof Sciences 3 LSEC and Institute of Applied Mathematics,
AMSS, Chinese Academy of Sciences

16:20

Learning from Few Samples with Memory Network- 16:40 Shufei Zhang1 , Kaizhu Huang1
1
Xi’an Jiaotong-Liverpool Univ.

16:40

Generalized Compatible Function Approximation for Policy
Gradient Search- 17:00 Yiming Peng1 , Gang Chen1 , Mengjie Zhang1 , Paul Pang2
1
Victoria University of Wellington 2 Unitec Institute of Technology, New Zealand

17:00

A Combo Object Model for Maritime Boat Ramps Traﬃc- 17:20 Monitoring1
Paul pang
1
Unitec Institute of Technology, New Zealand82

TuePM2-3
Pattern Recognition 2
Chair: Hiroomi Hikawa, Tong Zhiqiang
Room: International Conference Hall III

15:20

Robust Soft Semi-Supervised Discriminant Projection for Fea- 15:40 ture Learning1
Xiaoyu Wang , Zhao Zhang1 , Yan Zhang1
1
Soochow University

15:40

A Hybrid Pooling Method for Convolutional Neural Networks- 16:00 Tong Zhiqiang1 Kazuyuki Aihara1 Gouhei Tanaka1
1
The University of Tokyo

16:00

Multi-nation and multi-norm License plates detection in real
- 16:20 traﬃc surveillance environment using Deep Learning
Amira Naimi1 Yousri Kessentini1 Mohamed Hammami1
1
MIRACL

16:20

A study on cluster size sensitivity of fuzzy c-means algorithm
variants- 16:40 Laszlo Szilagyi1 , Sandor Miklos Szilagyi2 , Calin Enachescu2
1
Sapientia University of Transylvania, Tirgu Mures, Romania
2
Petru Maior University

16:40

Invited talkStatistical mechanics of pre-training and fine tuning in deep
- 17:20 learning
Masayuki Ohzeki1
1Graduate School of Informatics, Kyoto University.

83

TuePM2-4
Machine Learning 3
Chair: Hideitsu Hino, Seiji Miyoshi
Room: Conference Room III

15:20

Sampling-based Gradient Regularization for Capturing Long- 15:40 Term Dependencies in Recurrent Neural Networks
Artem Chernodub1 , Dimitri Nowicki1
1
Institute of MMS of NAS of Ukraine

15:40

FACE HALLUCINATION USING CORRELATIVERESIDUE COMPENSATION IN A MODIFIED FEA- 16:00 TURE SPACE
Javaria Ikram1 , Yao Lu1 , Jianwu Li1 , Hui Nie1
1
Beijing Institute of Technology

16:00

Modal Regression via Direct Log-Density Derivative Estimation- 16:20 Hiroaki Sasaki1 , Yurina Ono2 , Masashi Sugiyama2
1
Nara Institute of Science and Technology 2 The Universityof Tokyo

16:20

Simplicial Nonnegative Matrix Tri-Factorization: Fast Guaranteed Parallel Algorithm- 16:40 Duy Khuong Nguyen1 , Dinh Quoc Tran2 , Tu Bao Ho3
1
University of Engineering and Technology: VNU 2 The University of North Carolina at Chapel Hill 3 JAIST

16:40

Active Consensus-Based Semi-Supervised Growing Neural Gas
1
1
2- 17:00 Vinicius Maximo , Mariá Nascimento , Fabricio Breve , Mar1
cos Quiles
1
UNIFESP 2 UNESP

84

Poster Session 1
Poster1-1 : Applications
Room International Conference Hall II
Data Analysis of Correlation Between Project Popularity and CodeChange Frequency
Dabeeruddin Syed1 , Jadran Sessa1 , Andreas Henschel1 , Davor
Svetinovic1
1
Masdar Institute of Science and Technology
Hidden space neighbourhood component analysis for cancer classification
Li Zhang1 , Xiaojuan Huang1 , Bangjun Wang1 , Fanzhang Li1 , Zhao
Zhang1
1
Soochow University
Prediction of Bank Telemarketing with Co-training of Mixture-of-Experts
and MLP
Jae-Min Yu1 , Sung-Bae Cho1
1
Yonsei University
Prioritising Security Tests on Large-Scale and Distributed Software Development Projects by Using Self-Organised Maps
Marcos Alvares1 , Fernando Lima Neto2 , Tshilidzi Marwala1
1
University of Johannesburg 2 University of Pernambuco
Android Malware Detection Method Based on Function Call Graphs
Yuxin Ding1 , Siyi Zhu1 , Xiaoling Xia1
1
Harbin Institute of Technology Shenzhen Graduate School
Proposal of singular-unit restoration by focusing on the spatial continuityof topographical statistics in spectral domain
Kazuhide Ichikawa1 , Akira Hirose1
1
The University of Tokyo

85

Poster1-2 : Computational & Cognitive Neurosciences
Room International Conference Hall II
The Impact of Adaptive Regularization of the Demand Predictor on A
Multistage Supply Chain Simulation
Fumiaki Saitoh1
1
Aoyama Gakuin University
The eﬀect of reward information on perceptual decision making
Devu Mahesan1 , Manisha Chawla1 , Krishna P Miyapuram1
1
Indian Institute of Technology, Gandhinagar, India
Doubting What to Eat: A Computational Model for Food Choice UsingDiﬀerent Valuing Perspectives
Altaf Hussain Abro1 , Jan Treur1
1
VU University, Amsterdam, Netherlands
A Novel Graph Regularized Sparse Linear Discriminant Analysis Modelfor EEG Emotion Recognition
Yang Li1 , Wenming Zheng1 , Zhen Cui1 , Xiaoyan Zhou2
1
Southeast University 2 Nanjing University of Information Science &Technology
Information maximization in a feedforward network replicates the stimulus preference of the medial geniculate and the auditory cortex
Takuma Tanaka1
1
Shiga University
A simple visual model accounts for drift illusion and reveals illusory
patterns
Daiki Nakamura1 , Shunji Satoh1
1
The University of Electro-Communications
An Internal Model of the Human Hand Aﬀects Recognition of Graspable
Tools
Masazumi Katayama1 , Yusuke Akimaru1
1
Department of Human and Artificial Intelligent Systems, Graduate
School of Engineering, University of Fukui
Perceptual Representation of Material Quality — Adaptation to BRDFmorphing Images —Kouki Kudou1 , Ko Sakai1
1
University of Tsukuba

86

Rhinal-hippocampal information flow reverses between memory encoding
and retrieval
Juergen Fell1 , Tobias Wagner1 , Bernhard Staresina2 , CharanRanganath3 , Christian Elger1 , Nikolai Axmacher4
1Dept. of Epileptology, Univ. of Bonn, Germany 2 Dept. of Psychology,
Univ. of Birmingham, UK 3 Center for Neuroscience and Dept. of
Psychology, Univ. of California, Davis, USA 4 Dept. of Psychology,
Ruhr-University Bochum, Germany
GPU-Accelerated Simulations of an Electric Stimulus and Neural Activities in Electrolocation
Kazuhisa Fujita1 , Yoshiki Kashimori2
1
Tsuyama National College of Technology 2 Univ.
of ElectroCommunications
Analysis of Similarity and Diﬀerences in Brain Activities between Perception and Production of Facial Expressions Using EEG Data and the
NeuCube Spiking Neural Network Architecture
Hideaki Kawano1 , Akinori Seo1 , Zohreh Gholami Doborjeh2 , Nikola
Kasabov2 , Maryam Gholami Doborjeh2
1
Kyushu Institute of Technology 2 Auckland University of Technology
Self and Non-self Discrimination Mechanism Based on Predictive Learning with Estimation of Uncertainty
Ryoichi Nakajo1 , Maasa Takahashi1 , Shingo Murata1 , Hiroaki Arie1 , Tetsuya Ogata1
1
Waseda University
A Framework for Ontology Based Management of Neural Network as aService
Erich Schikuta1 , Abdelkader Magdy1 , A. Baith Mohamed2
1
University of Vienna 2 Arab Academy for Science and Technology &Maritime Transport, Egypt

87

Poster1-3 : Theory & Algorithms
Room International Conference Hall II
Modeling the propensity score with statistical learning
Kenshi Uchihashi1 , Atsunori Kanemura1
1
National Institute of Advanced Industrial Science and Technology(AIST)
Analysis of the DNN-kWTA Network Model with Drifts in the Oﬀset
Voltages of Threshold Logic Units
Chi Sing Leung1 , Ruibin Feng1 , John Sum2
1
City University of Hong Kong 2 National Chung Hsing University
Eﬃcient Numerical Simulation of Neuron Models with Spatial Structure
on Graphics Processing Units
Tsukasa Tsuyuki1 , Yuki Yamamoto2 , Tadashi Yamazaki1
1
The University of Electro-Communications 2 Tokyo Medical and Dental
University
A Scalable Patch-Based Approach for RGB-D Face Recognition
Nesrine GRATI1 , Achraf Ben-Hamadou2 , Mohamed Hammami1
1
Miracl Laboratory Sfax-Tunisia 2 Valeo
Gaussian Processes based fusion of multiple data sources for automatic
identification of geological boundaries in mining
Katherine Silversides1 , Arman Melkumyan1
1
The University of Sydney
Speaker Detection in Audio Stream via Probabilistic Prediction Using
Generalized GEBI
Koki Sakata1 , Shota Sakashita1 , Kazuya Matsuo1 , Shuichi Kurogi1
1
Kyushu Institute of Technology
Probabilistic Prediction for Text-Prompted Speaker Verification Capableof Accepting Spoken Words with the Same Meaning but Diﬀerent Pronunciations
Shota Sakashita1 , Satoshi Takeguchi1 , Kazuya Matsuo1 , Shuichi Kurogi1
1
Kyushu Institute of Technology

88Segment-Level Probabilistic Sequence Kernel based Support Vector Machines for Classification of Varying Length Patterns of Speech
Shikha Gupta1 , Veena Thenkanidiyoor2 , Dileep A.D1
1
IIT Mandi, H.P India 2 Department of CSE, National Institute of Technology Goa, Ponda, Goa, India
Attention Estimation for Input Switch in Scalable Multi-Display Environments
Xingyuan Bu1 , Mingtao Pei1 , Yunde Jia1
1
Beijing Institute of Technology
Deep Dictionary Learning vs Deep Belief Network vs Stacked Autoencoder: An Empirical Analysis
Vanika Singhal1 , Anupriya Gogna1 , Angshul Majumdar1
1
IIIT Delhi
Bi-directional LSTM Recurrent Neural Network for Chinese Word Segmentation
Yushi Yao1 , Zheng Huang1
1
Shanghai Jiaotong University
Alternating optimization method based on nonnegative matrix factorizations for deep neural networks
Tetsuya Sakurai1 , Akira Imakura1 , Yuto Inoue1 , Yasunori Futamura1
1
University of Tsukuba
Fissionable Deep Neural Network
DongXu Tan1 , JunMin Wu2 , HuanXin Zheng3 , Yan Yin3 , YaXin Liu1
1
School of Software Engineering of USTC 2 Suzhou Institute for Advanced Study of USTC 3 Department of Computer Science and Technology of USTC
A Structural Learning Method of Restricted Boltzmann Machine by Neuron Generation and Annihilation Algorithm
Shin Kamada1 , Takumi Ichimura2
1
Graduate School of Information Sciences, Hiroshima City University,
Japan 2 Faculty of Management and Information Systems, Prefectural
University of Hiroshima, Japan89

Semi-supervised Learning for Convolutional Neural Networks using Mild
Supervisory Signals
Takashi Shinozaki1
1
NICT CiNet
On the Singularity in Deep Neural Networks
Tohru Nitta1
1
National Institute of Advanced Industrial Science and Technology
A Deep Neural Network Architecture Using Dimensionality Reduction
with Sparse Matrices
Wataru Matsumoto1 , Manabu Hagiwara2 , Petros Boufounos3 , Kunihiko
Fukushima1,4 , Toshisada Mariyama1 , Zhao Xiongxin1
1
Mitsubishi Electric Corporation, Information Technology R&D Center,
Kanagawa, Japan 2 Chiba University, Chiba, Japan 3 Mitsubishi ElectricResearch Laboratories, Cambridge, MA, USA 4 Fuzzy Logic System Institute, Fukuoka, Japan.
Noisy Softplus: A Biology Inspired Activation Function
Qian Liu1 , Steve Furber1
1
University of Manchester
Compressing Word Embeddings
Martin Andrews1
1
Red Cat Labs

90

143

October 19 (Wednesday)
Plenary 3 Clock Tower Centennial Hall 9:30 – 10:20
chair:
Ko Sakai
DecNef: tool for revealing brain-mind causal relation
Mitsuo Kawato
Director, ATR Brain Information Communication Research Laboratory Group

144

Wednesday AM
WedAM-1
Brain-machine interface
Chair: Bao-Liang Lu, Kazushi Ikeda
Room: International Conference Hall I

10:40

Emotion Recognition Using Multimodal Deep Learning- 11:00 Wei Liu1 , Wei-Long Zheng1 , Bao-Liang Lu1
1
Shanghai Jiao Tong University

11:00

Continuous Vigilance Estimation using LSTM Neural Networks- 11:20
Nan Zhang1 , Wei-Long Zheng1 , Wei Liu1 , Bao-Liang Lu1
1
Shanghai Jiao Tong University

11:20

Motor Priming as a Brain-computer Interface
Tom Stewart1 , Kiyoshi Hoshino1 , Andrzej Cichocki2 , Tomasz- 11:40 Rutkowski3
1
University of Tsukuba 2 RIKEN Brain Science Institute3
The University of Tokyo

11:40

Discriminating Object from Non-Object Perception in a Visual Search Task by Joint Analysis of Neural and Eyetracking- 12:00 Data
Andrea Finke1 , Helge Ritter1
1
Bielefeld University

12:00

Assessing the Properties of Single-Trial Fixation-Related PoChoice Task
- 12:20 tentials in a Complex
Dennis Wobrock1 , Andrea Finke2
1
CITEC Bielefeld 2 Bielefeld University

145

WedAM-3
Computer Vision 1
Chair: Hayaru Shouno
Room: International Conference Hall III

10:40

Unconstrained face detection from a mobile source using convolutional neural networks- 11:00 Shonal Chaudhry1 , Rohitash Chandra2
1
Artificial Intelligence and Cybernetics Research Group2
Nanyang Technological University

11:00

Driver Face Detection Based on Aggregate Channel Features
Part-Based Model in Traﬃc Camera- 11:20 and Deformable
Yang Wang1 , Xiaoma Xu2 , Mingtao Pei1
1
Beijing Institute of Technology 2 PetroChina

11:20

Segmentation with Selectively Propagated Constraints
1
Liu1 , Songfang Huang2 , Wenwu- 11:40 Peng 1 Han , Guangzhen
Yuan , Zhiwu Lu1
1
Renmin University of China 2 IBM China Research Lab

11:40

Gaussian-Bernoulli Based Convolutional Restricted Boltzfor Images Feature Extraction- 12:00 mann Machine
Ziqiang Li1 , Xun Cai1 , Ti Liang1
1
Shandong university

12:00

Gaze Movement Control Neural Network Based on Multidimensional Topographic Class Grouping- 12:20 Wenqi Zhong1 , Jun Miao1 , Laiyun Qing2
1
Institute of Computing Technology, Chinese Academy of
Sciences 2 University of Chinese Academy of Sciences146

WedAM-4
Machine Learning 4
Chair: Gergana Lazarova, Nicoló Navarin
Room: Conference Room III

10:40

Kernel L1-minimization: Application to Kernel Sparse Rep- 11:00 resentation based Classification
Anupriya Gogna1 , Angshul Majumdar1
1
IIIT Delhi

11:00

Nuclear Norm Regularized Randomized Neural Network- 11:20 Anupriya Gogna1 , Angshul Majumdar1
1
IIIT Delhi

11:20

Gram-Schmidt Orthonormalization to the Adaptive ICA
Functionfor Fixing the Permutation Ambiguity- 11:40
Yoshitatsu Matsuda1 , Kazunori Yamaguchi1
1
The University of Tokyo

11:40

Data Cleaning Using Complementary Fuzzy Support Vector- 12:00 Machine Technique
Ratchakoon Pruengkarn1 , Kok Wai Wong1 , Chun Che Fung1
1
Murdoch University

12:00

Fault-Tolerant Incremental Learning for Extreme Learning
Machines- 12:20Chi Sing Leung1 , Ho Chun Leung1 , Eric Wong1
1
City University of Hong Kong

147

WedAM-5
Time Series Analysis
Chair: Min Han
Room: Conference Room IV

10:40

Chaotic feature selection and reconstruction in time series
prediction- 11:00 Shamina Hussein1 , Rohitash Chandra2
1
The University of the South Pacific 2 Nanyang Technological
University

11:00

L1/2 Norm Regularized Echo State Network for Chaotic Time
- 11:20 Series Prediction
Meiling Xu1 , Min Han1 , Shunshoku Kanae2
1
Dalian University of Technology 2 Fukui University

11:20

SVD and Text Mining Integrated Approach to Measure Effects of Disasters on Japanese Economics – Eﬀects of the Thai
- 11:40 Flooding in 2011–
Yukari Shirota1 , Yuriko Yano1
1
Gakushuin University

11:40

Deep Belief Network using Reinforcement Learning and its
Applications to Time Series Forecasting- 12:00 Takaomi Hirata1 , Takashi Kuremoto2 , Masanao Obayashi1 ,Shingo Mabu2 , Kunikazu Kobayashi2
1
Yamaguchi University, 2 Aichi Prefectural University

12:00

Neuron-Network Level problem decomposition method for Cooperative Coevolution of Recurrent Networks for Time Series- 12:20 Prediction
Ravneil Nand1 , Emmenual Reddy1 , Mohammed Naseem1
1
University of the South Pacific148

Wednesday PM1
WedPM1-1
Chair:
Room:

Data-Driven Approach for Extracting Latent Featuresfrom Multi-Dimensional Data 1
Toshiaki Omori, Seiichi Ozawa
International Conference Hall I

14:00

Yet Another Schatten Norm for Tensor Recovery
1
1
1
1
1
- 14:20 Chao1 Li , Lili Guo , Yu Tao , Jinyu Wang , Lin Qi , Zheng
Dou
1
Harbin Engineering University

14:20

Memory of reading literature in a hippocampal network model
phase coding- 14:40 based on theta
1
Naoyuki Sato
1
Future University Hakodate

14:40

Combining Deep Learning and Preference Learning for Object
Tracking
Shuchao Pang1 Juan del Coz2 Zhezhou Yu1 Oscar Luaces2- 15:00 Jorge Diez2
1
College of Computer Science and Technology, Jilin University, China 2 Artificial Intelligence Center, University of
Oviedo at Gijón, Spain

15:00

A Cost-sensitive Learning Strategy for Feature Extraction- 15:20 from Imbalanced Data
Ali Braytee1 , Wei Liu1 , Paul Kennedy1
1
UTS

149

WedPM1-3
Computer Vision 2
Chair: Rohitash Chandra, Yide Ma
Room: International Conference Hall III

14:00

Incremental Robust Nonnegative Matrix Factorization for Object tracking
Fanghui Liu1 , Mingna Liu2 , Tao Zhou1 , Yu Qiao3 , Jie Yang1
1
Shanghai Jiao Tong University 2 Shanghai Institute of- 14:20 Spaceflight Control Technology, Infrared Detection Technology Research and Development Center, China Aerospace Science and Technology Corporation 3 Institute of Image Processing and Pattern Recognition, Shanghai Jiao Tong University

14:20

High precision direction-of-arrival estimation for wideband
signals in environment with interference based on complex- 14:40 valued neural networks
Kazutaka Kikuta1 , Akira Hirose1
1
The University of Tokyo

14:40

Content-based Image Retrieval Using Deep Search- 15:00 Zhengzhong Zhou1 , Liqing Zhang1
1
Shanghai Jiao Tong University

15:00

Robust Part-Based Correlation Tracking
Liu1 , Yue Zhou1- 15:20 Xiaodong
1
Institute of Image Processing and Pattern Recognition,
Shanghai Jiao Tong University

15:20

A new Weight Adjusted Particle Swarm Optimization for
Real-time Multiple Object Tracking
1
1
1- 15:40 Guang Liu , Zhenghao Chen , Henry Fung Yeung , Yuk Ying
1
2
Chung , Wei-Chang Yeh
1
the University of Sydney 2 National Tsing Hua University,
Taiwan150

WedPM1-4
Machine Learning 5
Chair: Katsuyuki Hagiwara, Chi Sing Leung
Room: Conference Room III

14:00

Character-Aware Convolutional Neural Networks for Paraphrase Identification- 14:20 Jiangping Huang1 , Donghong Ji1 , Shuxin Yao2 , Wenzhi
Huang1
1
Wuhan University 2 Carnegie Mellon University

14:20

Learning a Discriminative Dictionary with CNN for ImageClassification
1
Yang1 , Tao Zhang1 , Chao Ma1 , Lei Zhou1 ,- 14:40 Shuai Yu , Jie
Xiangjian He2
1
Shanghai Jiao Tong University 2 University of Technology,
Sydney, Australia

14:40

Online Weighted Multi-Task Feature Selection
Xue1 , Wensheng Zhang2- 15:00 Wei
1Nanjing University of Science and Technology
Academy of Sciences

15:00

Multithreading incremental learning scheme for embedded sys- 15:20 tem to realize a1 high-throughput
Daisuke Nishio , Koichiro Yamauchi1
1
Chubu University

15:20

Hyper-parameter tuning for graph kernels via Multiple Kernel- 15:40 Learning
Carlo Maria Massimo1 , Nicolò Navarin1 , Alessandro Sperduti1
1
University of Padova

151

2

ChineseWedPM1-5
Topological and Graph Based Clustering Methods 1
Chair: Rushed Kanawati, Nistor Grozavu
Room: Conference Room IV

14:00

Tutorial
Topological and Graph Based Clustering: Recent Algorithmic- 15:00 Advances
Rushed Kanawati1 , Nistor Grozavu1
1
A3-LIPN, University Sorbonne Paris Cité

15:00

Parcellating whole brain for individuals by simple linear iterative clustering
1
2
1- 15:20 Jing Wang , Zilan Hu , Haixian Wang
1
2Southeast University School of Mathematics and Physics,
Anhui University of Technology, Maanshan, Anhui 243002,
PR China

15:20

Overlapping Community Structure Detection of Brain Functional Network Using Non-negative Matrix Factorization
1
2
1- 15:40 Xuan Li , Zilan Hu , Haixian Wang
1
2Southeast University School of Mathematics and Physics,
Anhui University of Technology, Maanshan, Anhui 243002,
PR China

152

Wednesday PM2
WedPM2-1
Chair:
Room:

Data-Driven Approach for Extracting Latent Featuresfrom Multi-Dimensional Data 2
Toshiaki Omori, Seiichi Ozawa
International Conference Hall I

16:00

Nonnegative Tensor Train Decompositions for Multi-Domain
Feature Extraction and Clustering
1
1
2- 16:20 Namgil 1Lee , Anh-Huy Phan , Fengyu Cong , Andrzej
Cichocki
1
RIKEN Brain Science Institute 2 Dalian University of Technology

16:20

Hyper-Parameter Optimization of Sticky HDP-HMM
Through
an Enhanced Particle Swarm Optimization- 16:401
Jiaxi Li , JunFu Yin1 , Yuk Ying Chung1 , Feng Sha1
1
University of Sydney

16:40

Approximate inference method for dynamic interactions inlarger neural populations- 17:00 Christian Donner1 , Hideaki Shimazaki2
1
Bernstein Center for Compuational Neuroscience Berlin
2
RIKEN Brain Science Institute

17:00

Features learning and transformation based on Deep Autoen- 17:20 coders
Eric Janvier1 , Nistor Grozavu2 , Thierry Couronne11Mindlytix 2 LIPN, Paris 13 University

17:20

t-Distributed Stochastic Neighbor Embedding with Inhomogeneous Degrees of Freedom1, Nistor Grozavu2 , Nicoleta Rogovschi3 , Toshi- 17:40 Jun Kitazono
aki Omori1 , Seiichi Ozawa1
1
Kobe University 2 LIPN, Paris 13 University 3 LIPADE,
University of Paris Descartes

153

WedPM2-3
Computer Vision 3
Chair: Rohitash Chandra, Yide Ma
Room: International Conference Hall III

16:00

Fast Visual Object Tracking Using Convolutional Filters
1
Guang Yang1 Qinchuan Zhang1 Kang Fu1- 16:20 Mingxuan Di
1
Hongtao Lu
1Shanghai Jiao Tong University

16:20

An Eﬀective Approach for Automatic LV Segmentation Basedon GMM and ASM- 16:40 Yurun Ma1 , Deyuan Wang1 , Yide Ma1 , Ruoming Lei1 , Min
Dong1 , Kemin Wang1 , Li Wang1
1
Lanzhou University

16:40

Position Gradient and Plane Consistency based Feature Ex- 17:00 traction
Sujan Chowdhury1 , Brijesh Verma1 , Ligang Zhang1
1
Central Queensland University

17:00

Fusion of Multi-View Multi-Exposure Images with Delaunay
Triangulation
Yu1 , Yue Zhou2- 17:20 Hanyi
1
Institute of Image Processing and Pattern Recognition,
Shanghai Jiao Tong University 2 Institude of Image Processing and Pattern Recognition, Shanghai Jiao Tong University

17:20

Detection of Human Faces using Neural Networks- 17:40 Mozammel Chowdhury1 , Junbin Gao2 , Rafiqul Islam1
1
Charles Sturt University 2 University of Sydney, Australia

154

WedPM2-4
Machine Learning 6
Chair: Katsuyuki Hagiwara, Chi Sing Leung
Room: Conference Room III

16:00

A Corrector for the Sample Mahalanobis Distance Free from
Eigenvalues of Covariance Matrix- 16:20 Estimating the Population
Yasuyuki Kobayashi1
1Teikyo University

16:20

Online Learning Neural Network for Adaptively Weighted Hybrid Modeling111
1- 16:40 Shaoming 1Yang , Yalin Wang , Yongfei Xue , Bei Sun , Busong Yang
1
Central South University, School of Information Science andEngineering

16:40

Semi-supervised Support Vector Machines - a Genetic Algo- 17:00 rithm Approach 1
Gergana Lazarova
1
Sofia University St. Kliment Ohridski

17:00

Hinge Loss Projection for Classification
Syukron Ishaq Alfarozi1 , Kuntpong Woraratpanya1 , Kit- 17:20 suchart Pasupa1 , Masanori Sugimoto2
1
Faculty of Information Technology, King Mongkut’s Institute of Technology Ladkrabang 2 Hokkaido University

155

WedPM2-5
Topological and Graph Based Clustering Methods 2
Chair: Rushed Kanawati, Nistor Grozavu
Room: Conference Room IV

16:00

Collaborative-based multi-scale clustering in very high resolu- 16:20 tion satellite Images
Jeremie Sublime1 Antoine Cornuéjols1 Younes Bennani2
1
AgroParisTech 2 University Paris 13

16:20

Towards Ontology Reasoning for Topological Cluster Labeling- 16:40 Hatim Chahdi1 , Nistor Grozavu2
1
UMR Espace-Dev & LIPN 2 LIPN, Paris 13 University

16:40

Overlapping community detection using core label propagation and belonging function- 17:00 Jean-Philippe Attal1 , Maria Malek1 , Marc Zolghadri2
1
EISTI : École internationale des sciences du traitement delı́nformation 2 SUPMECA

17:00

A new clustering algorithm for dynamic data
- 17:20 Parisa Rastin1 , Tong Zhang1 , Guenael Cabanes1
1
Université Paris 13

156

Poster Session 2
Poster2-1 : Applications
Room International Conference Hall II
Inferring Users’ Gender from Interests: A Tag Embedding Approach
Peisong Zhu1 , Tieyun Qian1 , Ming Zhong1 , Xuhui Li1
1
Wuhan University
Fast color quantization via fuzzy clustering
Laszlo Szilagyi1,2 , Gellert Denesi1 , Calin Enachescu3
1
Sapientia University of Transylvania, Tirgu Mures, Romania
2
Budapest University of Technology and Economics, Hungary 3 Petru
Maior University of Tirgu Mures, Romania

Extended Dependency-Based Word Embeddings for Aspect Extraction
Xin Wang1 , Yuanchao Liu1 , Chengjie Sun1 , Ming Liu1 , Xiaolong Wang1
1
Harbin Institute of Technology
Topological Order Discovery via Deep Knowledge Tracing
Jiani Zhang1 , Irwin King1
1
the Chinese University of Hong Kong
PTR: Phrase-Based Topical Ranking for Automatic Keyphrase Extraction in Scientific Publications
Minmei Wang1 , Bo Zhao1 , Yihua Huang1
1
The National Key Laboratory for Novel Software Technology, Department of Computer Science and Technology, Nanjing University, China
Neural Network Based Association Rule Mining from Uncertain Data
Sameen Mansha1 , Zaheer Babar1 , Faisal Kamiran1 , Asim Karim2
1
Information technology University, Punjab, Lahore, Pakistan 2 Lahore
University of Management Sciences, Pakistan
Analysis and knowledge discovery by means of Self-Organising Maps for
Gaia data releases
M. Álvarez1 , Carlos Dafonte1 , Daniel Garabato1 , Minia Manteiga1
1
University of A Coruna

157

Poster2-2 : Computational & Cognitive Neurosciences
Room International Conference Hall II
Computational Model of the Cerebellum and the Basal Ganglia for Interval Timing Learning
Ohki Katakura1 , Tadashi Yamazaki1
1
The University of Electro-Communications.
Bihemispheric cerebellar spiking network model to simulate acute VOR
motor learning
Keiichiro Inagaki1 , Yutaka Hirata1
1
Chubu University

158

Poster2-3 : Theory & Algorithms
Room International Conference Hall II
An Iterative Incremental Learning Algorithm for Complex-Valued Hopfield Associative Memory
Naoki Masuyama1 , Chu Kiong Loo1
1
University of Malaya
LDA-Based Word Image Representation for Keyword Spotting on Historical Mongolian Documents
Hongxi Wei1 , Guanglai Gao1 , Xiangdong Su1
1
Inner Mongolia University
Solving the Vanishing Information Problem with Repeated Potential Mutual Information Maximization
Ryotaro Kamimura1
1
Tokai University
Self-Organization on a Sphere with Application to Topological Orderingof Chinese Characters
Andrew Paplinski1
1
Monash University
A Spectrum Allocation Algorithm Based on Optimization and Protectionin Cognitive Radio Networks
Jing Gao1 , Jianyu Lv1 , Song Xin1
1
Northeastern University
A Conjugate Gradient-based Eﬃcient Algorithm for Training Single Hidden Layer Neural Networks
Xiaoling Gong1 , Jian Wang1
1
China University of Petroleum
The Ability of Learning Algorithms for Fuzzy Inference Systems using
Vector Quantization
Hirofumi Miyajima1 , Noritaka Shigei2 , Hiromi Miyajima2
1
Nagasaki University 2 Kagoshima University159

An improved multi-strategy ensemble artificial bee colony algorithm withneighborhood search
Xinyu Zhou1 , Mingwen Wang1 , Jianyi Wan1 , Jiali Zuo1
1
Jiangxi Normal University
Gender-Specific Classifiers in Phoneme Recognition and Academic Emotion Detection
Judith Azcarraga1 , Arnulfo Azcarraga1 , Arces Talavera1
1
De La Salle University
Local Invariance Representation Learning Algorithm With Multi-Layer
Extreme Learning Machine
Xibin Jia1 , Xiaobo Li1 , Hua Du1 , Bir Bhanu2
1
Beijing University of Technology 2 University of California Riverside
Two-dimensional Soft Linear Discriminant Projection for Robust Image
Feature Extraction and Recognition
Yu Tang1 , Zhao Zhang1 , Yan Zhang1
1
Soochow University
Asymmetric Synaptic Connections in Z(2) Gauge Neural Network
Atsutomo Murai1 , Tetsuo Matsui1
1
Kindai University
SOMphony: Visualizing Symphonies using Self Organizing Maps
Arnulfo Azcarraga1 , Fritz Kevin Flores1
1
De La Salle University
Online EM for the Normalized Gaussian Network with Weight-TimeDependent Updates
Jana Backhus1 , Ichigaku Takigawa1 , Hideyuki Imai1 , Mineichi Kudo1 ,Masanori Sugimoto1
1
Hokkaido University160

Learning Phrase Representations Based on Word and Character Embeddings
Jiangping Huang1 , Donghong Ji1 , Shuxin Yao2 , Wenzhi Huang1 , Bo
Chen1
1
Wuhan University 2 Carnegie Mellon University
A Mobile-Based Obstacle Detection Method: Application to the Assistance of Visually Impaired People
Manal Alshehri1 , Salma Kammoun Jarraya2 , Hanene Ben-Abdallah2
1
Faculty of Computing and Information Technology, King Abdulaziz
University, Jeddah, Saudi Arabia 2 Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah, Saudi Arabia, MIRACL Laboratory
t-SNE based Visualisation and Clustering of Geological Domain
Mehala Balamurali1 , Arman Melkumyan1
1
University of Sydney
Data-based Optimal Tracking Control of Nonaﬃne Nonlinear Discretetime Systems
Biao Luo1 , Derong Liu2 , Tingwen Huang3 , Chao Li1
1
Institute of Automation, Chinese Academy of Sciences 2 University of
Science and Technology Beijing 3 Texas A&M University at Qatar
Parallel Learning for Combined Knowledge Acquisition Model
Kohei Henmi1 , Motonobu Hattori1
1
University of Yamanashi
Time series classification based on multi-codebook important time subsequence approximation algorithm
Zhiwei Tao1 , Li Zhang1 , Bangjun Wang1 , Fanzhang Li1
1
Soochow University
Performance Improvement via Bagging in Ensemble Prediction of Chaotic
Time Series Using Similarity of Attractors and LOOCV Predictable Horizon
Mitsuki Toidani1 , Kazuya Matsuo1 , Shuichi Kurogi1
1
Kyushu Institute of Technology
A review of EEG Signal Simulation methods
Ibrahima Faye1 , Muhammad Izhan Noorzi1
1
Universiti Teknologi PETRONAS

161

A New Blind Image Quality Assessment Based on Pairwise
Jianbin Jiang1 , Yue Zhou1 , Liming He1
1
Institude of Image Processing and Pattern Recognition, Shanghai Jiao
Tong University
Self-organizing maps as feature detectors for supervised neural network
pattern recognition
Macario II Cordel1 , Arren Matthew Antioquia1 , Arnulfo Azcarraga11
De La Salle University
A Review of Electroencephalogram-based Analysis and Classification
Frameworks for Dyslexia
Harshani Perera1 , Mohd Fairuz Shiratuddin1 , Kok Wai Wong1
1
Murdoch University
Rule-Based Grass Biomass Classification for Roadside Fire Risk Assessment
Ligang Zhang1 , Brijesh Verma1
1Central Queensland University
Eﬃcient Recognition of Attentional Bias using EEG data and the NeuCube Evolving Spatio-Temporal Data Machine
Zohreh Gholami Doborjeh1 , Maryam Gholami Doborjeh1 , Nikola
Kasabov1
1
Auckland University of Technology

162

215

October 20 (Thursday)
Plenary 4 Clock Tower Centennial Hall 9:30 – 10:20
chair:
Shin Ishii
Neural nets and the connectome
Sebastian Seung
Neuroscience Institute and Computer Science Dept. Princeton University216

Thursday AM
ThuAM-1
Reinforcement learning
Chair: Derong Liu, Junichiro Yoshimoto
Room: International Conference Hall I

10:40

Decentralized Stabilization for Nonlinear Systems with Unknown Mismatched Interconnections
Bo Zhao1 , Ding Wang1 , Guang Shi1 , Derong Liu2 , Yuanchun- 11:00 Li3
1
Institute of Automation, Chinese Academy of Sciences
2
University of Science and Technology Beijing 3 Changchun
University of Technology

11:00

Optimal Constrained Neuro-Dynamic Programming Based
Self-Learning Battery Management in Microgrids- 11:20 Qinglai Wei1 , Derong Liu2
1
Institute of Automation, Chinese Academy of Sciences
2
University of Science and Technology Beijing

11:20

Risk sensitive reinforcement learning scheme is suitable forlearning
on a budget- 11:40
Kazuyoshi Kato1 , Koichiro Yamauchi1
1
Chubu University

11:40

A Kernel-Based Sarsa(λ) Algorithm with Clustering-Based
Sample Sparsification
Haijun Zhu1 Fei Zhu2 Yuchen Fu2 Quan Liu2 Jianwei Zhai2
Sun3 Peng Zhang2- 12:00 Cijia
1
school of computer science&technology, soochow university
2
school of computer science&thechnology, soochow university 3 School of Computer Science and Technology, Soochow
University

12:00

Sparse Kernel-based Least Squares Temporal Diﬀerence with
Prioritized Sweeping1
Ling1 Yuchen Fu1 Quan Liu1 Haijun- 12:20 Cijia1 Sun Xinghong
1
Zhu Jianwei Zhai Peng Zhang1
1School of Computer Science & Technology, Soochow University217

ThrAM-2
Applications
Chair: Hiroaki Gomi, Nojun Kwak
Room: International Conference Hall II

10:40

Classifying Human Activities with Temporal Extension of- 11:00 Random Forest
Shih Yin Ooi1 , Shing Chiang Tan1 , Wooi Ping Cheah1
1Multimedia University

11:00

Echo State Network Ensemble for Human Motion Data TemA Case Study on Tennis Forehands- 11:20 poral Phasing:1
Boris Bacic
1
Auckland University of Technology

11:20

Unregistered Bosniak Classification with Multi-phase Convolutional Neural Networks- 11:40 Myunggi Lee1 , Hyeogjin Lee1 , Jiyong Oh1 , Hak Jong Lee1 ,Seung Hyup Kim1 , Nojun Kwak1
1
Seoul National University

11:40

Direct Estimation of Wrist Joint Angular Velocities from Surface EMGs by Using an SDNN Function Approximator F
1
2
1- 12:00 Kazumasa Horie , Atsuo Suemitsu , Tomohiro Tanno ,Masahiko Morita1
1
University of Tsukuba 2 Sapporo University of Health Sciences

218

ThuAM-3
Computational Intelligence 1
Chair: Teijiro Isokawa, Laizhong Cui
Room: International Conference Hall III

10:40

Vietnamese POS Tagging for Social Media Text
1
1
1
- 11:00 Ngo Xuan Bach , Nguyen Dieu Linh , Tu Minh Phuong
1
Posts and Telecommunications Institute of Technology,
Vietnam

11:00

Scaled Conjugate Gradient Learning for Quaternion-Valued- 11:20 Neural Networks 1
Calin-Adrian Popa
1
Polytechnic University Timisoara

11:20

Performance of Qubit Neural Network in Chaotic Time Series- 11:40 Forecasting 1
Taisei Ueguchi , Nobuyuki Matsui1 , Teijiro Isokawa1
1
University of Hyogo

11:40

The Evolutionary Process of Image Transition in Conjunction
with Box and Strip Mutation- 12:00 Aneta Neumann1 , Bradley Alexander1 , Frank Neumann1
1
The University of Adelaide, School of Computer Science,
Faculty of Engineering, Computer and Mathematical Science

12:00

A preliminary model for understanding how life experiences- 12:20 generate human1 emotions and behavioural responses
Irosh Fernando
1
University of Newcastle

219

ThuAM-4
Data Mining 1
Chair: Tetsuo Furukawa
Room: Conference Room III

10:40

Semi-Supervised Classification by Nuclear-norm based Trans- 11:00 ductive1 Label Propagation
Lei Jia , Zhao Zhang1 , Yan Zhang1
1
Soochow University

11:00

Eﬀective and Eﬃcient Multi-label Feature Selection Approaches via Modifying Hilbert-Schmidt Independence Cri- 11:20 terion
Jianhua Xu1
1
Nanjing Normal University

11:20

Storm Surge Prediction for Louisiana Coast Using Artificial- 11:40 Neural Networks
Qian Wang1 , Jianhua Chen1 , Kelin Hu1
1
Louisiana State University

11:40

Factorization of Multiple Tensors for Supervised Feature Ex- 12:00 traction
Wei Liu1
1
UTS

12:00

A Non-linear Label Compression Coding Method Based on
for Multi-label Classification- 12:20 Five-layer Auto-encoder
Jiapeng Luo1 , Lei Cao1 , Jianhua Xu1
1
Nanjing Normal University

220

ThuAM-5
Deep Neural Networks 1
Chair: Yuki Maruno
Room: Conference Room IV

10:40

Unsupervised Video Hashing by Exploiting Spatio-Temporal
Feature- 11:00 Chao Ma1 , Yun Gu1 , Wei Liu1 , Jie Yang1 , Xiangjian He2
1
Shanghai Jiao Tong University 2 University of Technology,
Sydney, Australia

11:00

Selective Dropout for Deep Neural Networks- 11:20 Erik Barrow1 , Mark Eastwood1 , Chrisina Jayne2
1
Coventry University 2 Robert Gordon University

11:20

Real-time action recognition in surveillance videos using ConvNets- 11:40 Sheng Luo1 , Haojin Yang1 , Cheng Wang1 , Xiaoyin Che1 ,Christoph Meinel1
1
Hasso Plattner Institute

11:40

An Architecture Design Method of Deep Convolutional Neural Network- 12:00 Satoshi Suzuki1 , Hayaru Shouno1
1
Graduate School of Informatics and Engineering, The University of Electro-Communications

12:00

Investigation of the Eﬃciency of Unsupervised Learning forin Convolutional Neural Network- 12:20 Multi-task Classification
1
Jonghong Kim , Gil-Jin Jang1 , Minho Lee1
1
Kyungpook National University

221Thursday PM1
ThuPM1-1
Chair:
Room:

Novel Approaches of Systems Neuroscience to Sports
and Rehabilitation Workshop 1
Yasuharu Koike, Eiichi Naito, Toshitaka KimuraInternational Conference Hall I

13:00

Special talkUnderstanding complex sports behavior: interpersonal competition and cooperation- 13:40
Yuji Yamamoto1
1
Research Center of Health, Physical Fitness & Sports,
Nagoya University

13:40

Talk 1
Evaluation of sports performance with novel measurement- 14:00 techniques
Toshitaka Kimura1
1
NTT Communication Science Laboratories

14:00

Talk 2
Hitting the sweet spot: investigating the neuroscience behind- 14:20 impact control by humans
Ganesh Gowrishankar1
1
CNRS-AIST Joint Robotics Laboratory

14:20

Talk 3Brain plasticity in artificial leg athletes- 14:40 Kento Nakagawa1
1
Graduate School of Arts and Sciences, The University of
Tokyo

222

ThuPM1-2
Machine Learning 7
Chair: Toshisada Mariyama, Hiroaki Sasaki
Room: International Conference Hall II

13:20

Analytical Incremental Learning: Fast Constructive Learning
Method for Neural Network
Syukron Ishaq Alfarozi1 , Noor Akhmad Setiawan2 , Teguh
Bharata Adji2 , Kuntpong Woraratpanya1 , Kitsuchart- 13:40 Pasupa1 , Masanori Sugimoto3
1
Faculty of Information Technology, King Mongkut’s Institute of Technology Ladkrabang 2 Department of ElectricalEngineering and Information Technology, Universitas Gadjah
Mada 3 Hokkaido University

13:40

Acceleration of word2vec using GPUs
- 14:00 Seulki Bae1 , Youngmin Yi1
1
University of Seoul

14:00

Automatic design of neural network structures using AiS
1
1- 14:20 Toshisada Mariyama , Kunihiko Fukushima , Wataru
1
Matsumoto1
Mitsubishi Electric

14:20

Sequential Collaborative Ranking Using (No-)Click Implicit
Feedback- 14:40 Frédéric Guillou1 , Romaric Gaudel1 , Philippe Preux1
1
Inria, Univ. Lille, CNRS, France 2 Univ. Lille, CNRS, Centrale Lille, Inria, UMR 9189 - CRIStAL, Lille, France

14:40

Group Information-based Dimensionality Reduction via
Canonical Correlation Analysis- 15:00 Haiping Zhu1 , Hongming Shan1 , Youngjoo Lee2 , Yiwei He1 ,Qi Zhou1 , Junping Zhang1
1
Fudan University 2 Samsung Electronics

223

ThuPM1-3
Computational Intelligence 2
Chair: Kazushi Ikeda, Nobuyuki Matsui
Room: International Conference Hall III

13:20

Artificial Bee Colony Algorithm Based on Neighboring Information Learning
Cui1 , Genghui Li1 , Qiuzhen Lin1 , Jianyong Chen1 ,- 13:40 Laizhong
Nan Lu1 , Guanjing Zhang2
1
Shenzhen University 2 E-Techco Information Technologies
Co., Ltd

13:40

Data-driven Design of Type-2 Fuzzy Logic System by Merging- 14:00 Type-1 Fuzzy 1Logic Systems
Chengdong Li , Li Wang1 , Zixiang Ding1 , Guiqing Zhang1
1
Shandong Jianzhu university

14:00

Memetic cooperative neuro-evolution for chaotic time series
prediction- 14:20 Gary Wong1 , Rohitash Chandra2 , Anuraganand Sharma3
1
Software Foundation Fiji 2 Nanyang Technological University 3 The University of the South Pacific

14:20

SLA Management Framework to Avoid Violation in Cloud
1
1
2- 14:40 Walayat Hussain , Farookh Hussain , Omar Hussain
1
2
University of Technology Sydney University of New South
Wales

14:40

Pattern Retrieval by Quaternionic Associative Memory with
Dual Connections- 15:00 Toshifumi Minemoto1 , Teijiro Isokawa1 , Masaki Kobayashi2 ,Haruhiko Nishimura1 , Nobuyuki Matsui1
1
University of Hyogo 2 University of Yamanashi

224

ThuPM1-4
Data Mining 2
Chair: Jianhua Xu
Room: Conference Room III

13:20

Fast Agglomerative Information Bottleneck based Trajectory
Clustering- 13:40 Yuejun Guo1 , Qing Xu1 , Yang Fan1 , Sheng Liang1 , Mateu
Sbert2
1
Tianjin University 2 Universitat de Girona

13:40

Anomaly Detection using Correctness Matching through a- 14:00 Neighborhood1 Rough Set
Pey Yun Goh , Shing Chiang Tan1 , Wooi Ping Cheah1
1Multimedia University

14:00

Learning Class-informed Semantic Similarity- 14:20 Tinghua Wang1 , Wei Li1
1
Gannan Normal University

14:20

Aggregated Temporal Tensor Factorization Model for Point- 14:40 of-interest Recommendation
Shenglin Zhao1 , Michael Lyu1 , Irwin King1
1
The Chinese University of Hong Kong

14:40

Multilevel-Multigroup Analysis by the Hierarchical Tensor
SOM Network- 15:00 Hideaki Ishibashi1 , Ryota Shinriki1 , Hirohisa Isogai1 , Tetsuo
Furukawa1
1
Kyushu Institute of Technology

225

ThuPM1-5
Deep Neural Networks 2
Chair: Hayaru Shouno, Minho Lee
Room: Conference Room IV

13:20

Sparse Auto-encoder with Smoothed l1 Regularization
1
1
1
1- 13:40 Li Zhang , 1Yaping Lu , Zhao Zhang , Bangjun Wang ,Fanzhang Li
1
Soochow University

13:40

Encoding Multi-resolution Two-stream CNNs for Action
Recognition- 14:00
Xue Weichen1 , Zhao Haohua1 , Zhang Liqing1
1
Shanghai Jiao Tong University

14:00

Improving Neural Network Generalization by Combining Parallel Circuits with Dropout
1, Tomas Henrique Maul1 , Tuong Thuy Vu1 ,- 14:20 Kien Tuong Phan
Weng Kin Lai2
1
University of Nottingham Malaysia Campus 2 Tunku Abdul
Rahman University College

14:20

Predicting Multiple Pregrasping Poses Prediction Using Combining Deep Convolutional Neural Network and Mixture Den- 14:40 sity Network
Youngbin Park1 , Sungphill Moon1 , Il-Hong Suh1
1
Hanyang university

14:40

Recurrent Neural Networks for Adaptive Feature Acquisition
Gabriella Contardo1 , Ludovic Denoyer1 , Thierry Artieres2- 15:00 1 Sorbonne Universites, UPMC Univ Paris 06, UMR 7606,
LIP6, F-75005, Paris 2 Aix Marseille Univ, CNRS, Centrale
Marseille, LIF, Marseille, France

226

Thursday PM2
ThuPM2-1
Chair:
Room:

Novel Approaches of Systems Neuroscience to Sports
and Rehabilitation Workshop 2
Yasuharu Koike, Eiichi Naito, Toshitaka KimuraInternational Conference Hall I

15:00

Talk 4
Imaging human central motor system in children
Eiichi Naito1- 15:20 1Center for Information and Neural Networks (CiNet), National Institute of Information and Communications Technology (NICT)

15:20

Talk 5Development of VR platform for cloud-based neurorehabilita- 15:40 tion
Tetsunari Inamura1
1
National Institute of Informatics; The Graduate University
for Advanced Studies

15:40

Talk 6Function of the meso-limbic system in motor control- 16:00 Michiaki Suzuki1
1
Graduate school of Medicine, Kyoto University; School ofLife Science, SOKENDAI

16:00

Talk 7
Induction of embodiment of a prosthesis into the body- 16:20 Noritaka Kawashima1
1
Research Institute, National Rehabilitation Center for Persons with Disabilities

16:20

Talk 8
Muscle synergy analysis for motor control- 16:40 Yasuharu Koike1
1
Institute of Innovative Research, Tokyo Institute of Technology

227

ThuPM2-2
Computer Vision 4
Chair: Liang Wang
Room: International Conference Hall II

15:20

Compound PDE-based Image Restoration Algorithm using- 15:40 Second-order1and Fourth-order Diﬀusions
Tudor Barbu
1
Institute of Computer Science of the Romanian Academy

15:40

Multi-Swarm Particle Grid Optimization for Object Tracking
Feng Sha1 , Henry Fung Yeung1 , Yuk Ying Chung2 , Guang- 16:00 Liu1 , Prof. Wei-Chang Yeh3
1
University of Sydney 2 the University of Sydney 3 National
Tsing Hua University, Taiwan

16:00

Energy-based multi-plane detection from 3D point clouds
Wang1 , Chao Shen1 , Fuqing Duan2 , Ping Guo2
- 16:20 Liang
1
Beijing University of Technology 2 Beijing Normal University

16:20

Bi-Lp-Norm Sparsity Pursuiting Regularization for Blind Motion Deblurring- 16:40 Wanlin Gan1 , Yue Zhou2 , Liming He1
1
Shanghai Jiao Tong University 2 Institude of Image Processing and Pattern Recognition, Shanghai Jiao Tong University

228

ThuPM2-3
Computational Intelligence 3
Chair: Kazushi Ikeda, Nobuyuki Matsui
Room: International Conference Hall III

15:20

A GPU Implementation of a Bat Algorithm Trained Neural- 15:40 Network
Amit Roy Choudhury1 , Rishabh Jain1 , Kapil Sharma1
1Delhi Technological University

15:40

Investigating a dictionary-based non-negative matrix factorization in superimposed digits classification tasks- 16:00 Somnuk Phon-Amnuaisuk1 , Soo-Young Lee2
1
Universiti Teknologi Brunei 2 Korea Advanced Institute of
Science and Technology

16:00

A Swarm Intelligence Algorithm Inspired by Twitter
Zhihui1 , Furao Shen2 , Jinxi Zhao2 , Tao Zhu1
- 16:20 Lv
1Nanjing University 2 Department of Computer Science andTechnology, Nanjing University

16:20

Collaborative Filtering, Matrix Factorization & Population
Based Search: The Nexus Unveiled- 16:40 Ayang Laishram1 ,Satya Prakash Sahu1 ,Vineet1
1
Padmanabhan , Siba Kumar Udgata
1
University of Hyderabad

16:40

Adaptive Hausdorﬀ Distances and Tangent Distance AdaptaInvariant Classification Learning- 17:00 tion for Transformation
Sascha Saralajew1 , David Nebel2 , Thomas Villmann2
1
Dr. Ing. h.c. Porsche AG 2 Hochschule Mittweida

229

ThuPM2-4
Data Mining 3
Chair: Jianhua Xu
Room: Conference Room III

15:20

A Wavelet Deep Belief Network-based Classifier for Medical
Images- 15:40 Amin Khatami1 , Abbas Khosravi1 , Chee Peng Lim1 , Saeid
Nahavandi1
1
Deakin University

15:40

Bayesian Neural Networks Based Bootstrap Aggregating for
Tropical Cyclone Tracks Prediction in South China Sea- 16:00 Lei Zhu1 , Jin Jian1 , Alex Cannon2 , William Hsieh2
1
East China Normal University 2 University of British
Columbia

16:00

Credit Card Fraud Detection Using Convolutional Neural Net- 16:20 works 1Kang Fu , Dawei Cheng1 , Yi Tu1 , Zhang Liqing1
1
Shanghai Jiao Tong University

16:20

An Eﬃcient Data Extraction Framework for Mining WirelessSensor Networks
Mamunur Rashid1 , Iqbal Gondal2 , Joarder- 16:40 Md.
Kamruzzaman1
1
Monash University 2 Federation University and Monash
University, Australia

16:40

Incorporating Prior Knowledge Into Context-Aware Recom- 17:00 mendation 1
Mao Xiaoxi , Zheng Haitao1
1
Tsinghua University

230

ThuPM2-5
Deep Neural Networks 3
Chair: Hayaru Shouno, Minho Lee
Room: Conference Room IV

15:20

Stacked Robust Autoencoder for Classification
1, Kavya Gupta1 , Anupriya Gogna1 , Angshul- 15:40 Janki Mehta
1
Majumdar , Saket Anand1
1
Indraprastha Institute of Information Technology Delhi

15:40

Pedestrian Detection using deep channel features in monocular
image sequences
Zhao Liu1,2 , Yang He1 , Yi Xie1,2 , Hongyan Gu1 , Chao Liu1
and Mingtao Pei1
1
- 16:00 Beijing Lab of Intelligent Information, School of Computer
Science,
Beijing Institute of Technology, Beijing 100081, P.R.China
2
People’s Public Security University of China, Beijing 100038,
P.R.China

16:00

Heterogeneous Multi-task Learning on Non-Overlapping
Datasetsfor Facial Landmark Detection- 16:20
Takayuki Semitsu1 , Xiongxin Zhao1 , Wataru Matsumoto1
1
Mitsubishi Electric Corporation.

16:20

Fuzzy string matching using sentence embedding algorithms- 16:40 Yu Rong1 , Xiaolin Hu1
1
Tsinghua University

16:40

Initializing Deep Learning based on Latent Dirichlet Alloca- 17:00 tion for Document Classification
Hyung-Bae Jeon1 , Soo-Young Lee2
1
ETRI 2 KAIST

231

Banquet

Kyoto Hotel Okura (October 20th, Thursday)

17:30

-

18:30

Tea Ceremony & Maiko Greetings

18:30

-

21:30

Banquet & APNNS Regular Meeting of Members

275