yusuke1997/dblp-id-title huggingface dataset:
An Autonomic Mediation Framework for Complex Physical Environments
Surveying Systems of Global Climate Change Simulation Data and Access Logs to Them
A Distributed System for Finding High Profit Areas over Big Taxi Trip Data with MognoDB and Spark
Big Data and Analysis of Data Transfers for International Research Networks Using NetSage
Trace-Based Analysis and Prediction of Cloud Computing User Behavior Using the Fractal Modeling Technique
De-Centralized Reputation-Based Trust Model to Discriminate between Cloud Providers Capable of Processing Big Data
Discovering Environmental Impacts on Public Health Using Heterogeneous Big Sensory Data
H-DRIVE: A Big Health Data Analytics Platform for Evidence-Informed Decision Making
RABID: A Distributed Parallel R for Large Datasets
Adaptive Concurrent Query Execution Framework for an Analytical In-Memory Database System
Scalable XPath Evaluation on Large-Scale Continuously Evolving XML Repositories
Lambda-Blocks: Data Processing with Topologies of Blocks
Cutting Parameters Optimization Based on ITLBO Algorithm with Big Data Driven
HyperSpark: A Data-Intensive Programming Environment for Parallel Metaheuristics
Multi-resolution Social Network Community Identification and Maintenance on Big Data Platform
Privacy-Preserving Inductive Learning with Decision Trees
Approximate Queries on Big Heterogeneous Data
Dynamic Resource Shaping for Compute Clusters
Integrating Extractive and Abstractive Models for Long Text Summarization
Scalable Block Reporting for HopsFS
Identifying Relevant Formal Concepts through the Collapse Index
OB-Tree: Accelerating Data Cleaning in Out-of-Core Column-Store Databases
Distributed Maximal Clique Computation
Analytics of Industrial Operational Data Inspired by Natural Language Processing
Stream Analytics and Adaptive Windows for Operational Mode Identification of Time-Varying Industrial Systems
Data Allocation in Scalable Distributed Database Systems Based on Time Series Forecasting
Reducing Feature Embedding Data for Discovering Relations in Big Text Data
Deriving Topics in Twitter by Exploiting Tweet Interactions
Enterprise Search with Development for Network Management System
Intelligent Big Data Analysis Architecture Based on Automatic Service Composition
Consistent Process Mining over Big Data Triple Stores
Marimba: A Framework for Making MapReduce Jobs Incremental
Time Series Sanitization with Metric-Based Privacy
Distributed Stochastic Aware Random Forests - Efficient Data Mining for Big Data
Speech and Singing Discrimination for Audio Data Indexing
New E-Commerce User Interest Patterns
Federated MapReduce to Transparently Run Applications on Multicluster Environment
Compliance Analysis of Configurable Business Process Model Based on Extend CTL
Red-RF: Reduced Random Forest for Big Data Using Priority Voting & Dynamic Data Reduction
Massive Parallel Join in NUMA Architecture
Engineering Privacy for Big Data Apps with the Unified Modeling Language
Ecosystem Design of Big Data through Previous Study Analysis in the World: Policy Design for Big Data as Public Goods
Crowdsourcing Service Design for Social Enterprise Insight Innovation
Storing a Collection of Differentially Compressed Files Recursively
Model Transformation and Data Migration from Relational Database to MongoDB
Challenges of Privacy Protection in Big Data Analytics
Sensor Data Based System-Level Anomaly Prediction for Smart Manufacturing
Microblog Sentiment Classification Using Parallel SVM in Apache Spark
High-Performance Spatial Query Processing on Big Taxi Trip Data Using GPGPUs
The Babel File System
Energy Signature Analysis: Knowledge at Your Fingertips
Research Directions for Big Data Graph Analytics
An Empirical Investigation of Mobile Network Traffic Data for Resource Management
An OWL Ontology Representation for Machine-Learned Functions Using Linked Data
The Performance of SQL-on-Hadoop Systems - An Experimental Study
Key Update as a Service (KAAS): An Agent-Based Modeling for Cloud-Based Access Control
Diagnosis Recommendation Using Machine Learning Scientific Workflows
A Data-Driven Approach to Predict an Individual Customer's Call Arrival in Multichannel Customer Support Centers
QDrill: Query-Based Distributed Consumable Analytics for Big Data
Incorporating Word Embedding into Cross-Lingual Topic Modeling
Revealing the Causes of Dynamic Change in Protein-Protein Interaction Network
A GPU Based SVM Method with Accelerated Kernel Matrix Calculation
Can We Use Programmer's Knowledge? Fixing Parameter Configuration Errors in Hadoop through Analyzing Q&A Sites
Asynchronous Service Analysis of Cloud DVR DataCenter
Big Data Analytics Framework for System Health Monitoring
Write Optimization Using Asynchronous Update on Out-of-Core Column-Store Databases in Map-Reduce
Predictive Modeling in a Big Data Distributed Setting: A Scalable Bias Correction Approach
dpSmart: A Flexible Group Based Recommendation Framework for Digital Repository Systems
A Combinatorial Approach to Multidimensional Scaling
Mobile Network Traffic Prediction Using MLP, MLPWD, and SVM
Graph-Based Data Relevance Estimation for Large Storage Systems
Towards Data Analytics of Pathogen-Host Protein-Protein Interaction: A Survey
Sensitive Disclosures under Differential Privacy Guarantees
Dynamic Model Evaluation to Accelerate Distributed Machine Learning
I-Sampling: A New Block-Based Sampling Method for Large-Scale Dataset
IEEE International Congress on Big Data, BigData Congress 2013, Santa Clara, CA, USA, June 27 2013-July 2, 2013
A Service Clustering Method Based on Wisdom of Crowds
Clustering Data Streams with Adaptive Forgetting
RABID - A General Distributed R Processing Framework Targeting Large Data-Set Problems
Denial-of-Service Threat to Hadoop/YARN Clusters with Multi-tenancy
DeltaDB: A Scalable Database Design for Time-Varying Schema-Free Data
A Multivariate Clustering Approach for Infrastructure Failure Predictions
DeepSky: Identifying Absorption Bumps via Deep Learning
Privacy Preserving Data Analysis in Mental Health Research
Learning Classifiers from Chains of Multiple Interlinked RDF Data Stores
Resource Provisioning with QoS in Cloud Storage
Big Data Pre-processing: A Quality Framework
An Approach to Social Relationship Ranking on Internet-Based Social Platforms by Tempo-spatial Data Mining Using Location Prediction Technique
Enabling Privacy Mechanisms in Apache Storm
Work in Progress - In-Memory Analysis for Healthcare Big Data
Efficient Re-Computation of Big Data Analytics Processes in the Presence of Changes: Computational Framework, Reference Architecture, and Applications
Design and Realization of Cognitive Routing Resources Using Big Data Analysis in SDN
Developing a Real-Time Data Analytics Framework for Twitter Streaming Data
Configuring a MapReduce Framework for Performance-Heterogeneous Clusters
Two Screening Methods for Genetic Association Study with Application to Psoriasis Microarray Data Sets
A Data Capturing Platform in the Cloud for Behavioral Analysis among Smokers: An Application Platform for Public Health Research
Learning a Joint Low-Rank and Gaussian Model in Matrix Completion with Spectral Regularization and Expectation Maximization Algorithm
Optimal and Efficient Distributed Online Learning for Big Data
A Key-Value Based Application Platform for Enterprise Big Data
A Fast and Efficient Entity Resolution Approach for Preserving Privacy in Mobile Data
Towards a Better Replica Management for Hadoop Distributed File System
A Big Data Modeling Methodology for Apache Cassandra
On the Usage of the Probability Integral Transform to Reduce the Complexity of Multi-Way Fuzzy Decision Trees in Big Data Classification Problems
Tree Matching Using Data Shaping
YCSB and TPC-H: Big Data and Decision Support Benchmarks
Point and Interval Estimation Method for Auto-regressive Model with Nonnormal Error
On the Way to Big Data Applications in Industrial Computed Tomography
CloudJet4BigData: Streamlining Big Data via an Accelerated Socket Interface
Online Nonlinear Classification for High-Dimensional Data
Using Multimedia Ontologies for Automatic Image Annotation and Classification
Performance Analysis of Scheduling Algorithms for Dynamic Workflow Applications
Differentially Private Trajectory Analysis for Points-of-Interest Recommendation
SiLK: A Tool Suite for Unsampled Network Flow Analysis at Scale
Classifying and Aggregating Context Attributes for Business Service Requests - No 'One-Size-Fits-All'
FSM-H: Frequent Subgraph Mining Algorithm in Hadoop
Hadoop Image Processing Framework
A Processing Pipeline for Cassandra Datasets Based on Hadoop Streaming
Practising Scalable Graph Similarity Joins in MapReduce
Effects of Word Assignment in LDA for News Topic Discovery
Characterization of 3G Data-Plane Traffic and Application towards Centralized Control and Management for Software Defined Networking
Towards Efficient KNN Joins on Data Streams
Leveraging Stacked Denoising Autoencoder in Prediction of Pathogen-Host Protein-Protein Interactions
Hydrological Big Data Prediction Based on Similarity Search and Improved BP Neural Network
AuDy: Automatic Dynamic Least-Weight Balancing for Stream Workloads Scalability
Big Data Integration of Heterogeneous Data Sources: The Re-Search Alps Case Study
Study on Corporate Governance of Stock Market in Korea: Network Analysis with Relationship of Major Shareholders
Efficient Algorithms for Social Network Coverage and Reach
An Overview of Blockchain Technology: Architecture, Consensus, and Future Trends
ODBAPI: A Unified REST API for Relational and NoSQL Data Stores
Cloud Computing Intelligent Data-Driven Model: Connecting the Dots to Combat Global Terrorism
A Flexible Data-Driven Approach for Execution Trace Filtering
CloudSec: A Novel Approach to Verifying Security Conformance at the Bottom of the Cloud
Risk-Adjusted Monitoring Method for Surgical Data: Methodology for Data Analytics (Work in Progress)
Parallel POD Compression of Time-Varying Big Datasets Using m-Swap on the K Computer
Big Data Analytics for Predictive Manufacturing Control - A Case Study from Process Industry
Mobility Prediction with Missing Locations Based on Modified Markov Model for Wireless Users
A Hybrid Learning Framework for Imbalanced Stream Classification
Towards a Framework for Developing Cyber Privacy Metrics: A Vision Paper
Towards a Semantic Extract-Transform-Load (ETL) Framework for Big Data Integration
IP2User - Identifying the Username of an IP Address in Network-Related Events
Secure Outsourcing of Network Flow Data Analysis
Can We Rank Emotions? A Brand Love Ranking System for Emotional Terms
Using Semantics in Predictive Big Data Analytics
Bootstrapping a Blockchain Based Ecosystem for Big Data Exchange
Adaptive Trip Recommendation System: Balancing Travelers among POIs with MapReduce
Meta Data: Big Data Research Evolving across Disciplines, Players, and Topics
Storage Mining: Where IT Management Meets Big Data Analytics
Useful ToPIC: Self-Tuning Strategies to Enhance Latent Dirichlet Allocation
Dmodel: Online Taxicab Demand Model from Big Sensor Data in a Roving Sensor Network
Tactical Clinical Text Mining for Improved Patient Characterization
Duplicate Detection for Identifying Social Spam in Microblogs
Distributed Processing from Large Scale Sensor Network Using Hadoop
Adaptive Indexing for Distributed Array Processing
Performance Overhead among Three Hypervisors: An Experimental Study Using Hadoop Benchmarks
Geometrical and Topological Modelling: A Fast Computation of Spatial 3D TLS Data Selections
Big Data Quality: A Survey
Diagnosing Virtualized Hadoop Performance from Benchmark Results: An Exploratory Study
Highly Scalable Sequential Pattern Mining Based on MapReduce Model on the Cloud
Reconstructability-Aware Filtering and Forwarding of Time Series Data in Internet-of-Things Architectures
From Big Data to Great Services
Money on the Move: Big Data of Bank Card Transactions as the New Proxy for Human Mobility Patterns and Regional Delineation. The Case of Residents and Foreign Visitors in Spain
Improving the Visualization of WordNet Large Lexical Database through Semantic Tag Clouds
Real-Time Anomaly Detection of Short-Time-Scale GWAC Survey Light Curves
Personalized Recommendation Algorithm Based on LFM with QoS Constraint
SD-HDFS: Secure Deletion in Hadoop Distributed File System
Alexandria: Extensible Framework for Rapid Exploration of Social Media
A Study on Sentiment Computing and Classification of Sina Weibo with Word2vec
Vigiles: Fine-Grained Access Control for MapReduce Systems
Towards Cloud-Based Analytics-as-a-Service (CLAaaS) for Big Data Analytics in the Cloud
A Parallel Spatial Co-location Mining Algorithm Based on MapReduce
A Resilient Index Graph for Querying Large Biological Scientific Data
Sequence-Growth: A Scalable and Effective Frequent Itemset Mining Algorithm for Big Data Based on MapReduce Framework
Multifaceted Visualisation of Annotated Social Media Data
Agriculture Data for All - Integrated Tools for Agriculture Data Integration, Analytics, and Sharing
Supporting Data Driven Access through Automatic Keyword Extraction and Summarization
A Study of Data Locality in YARN
A Clustered Approach for Fast Computation of Betweenness Centrality in Social Networks
Scalable Parallel Join for Huge Tables
An Effective Distributed GHSOM Algorithm for Unsupervised Clustering on Big Data
Road Traffic Analytic Query Processing Based on a Timeline Modeling
Predictive Modeling for Comfortable Death Outcome Using Electronic Health Records
Using Big Data for Profiling Heavy Users in Top Video Apps
Two Steps Genetic Programming for Big Data - Perspective of Distributed and High-Dimensional Data
An Effective Process Mining Approach against Diverse Logs Based on Case Classification
Quantitative Analysis of Scalable NoSQL Databases
Open Source Big Data Analytics Frameworks Written in Scala
A Semantic Recommender for Micro-blog Users
TeenRead: An Adolescents Reading Recommendation System Towards Online Bibliotherapy
Really Opened Government Data: A Collaborative Transparency at Sight
A Tale of Two Data-Intensive Paradigms: Applications, Abstractions, and Architectures
Weighted Finite Automata Based Image Compression on Hadoop MapReduce Framework
DualIso: An Algorithm for Subgraph Pattern Matching on Very Large Labeled Graphs
A NoSQL Data Model for Scalable Big Data Workflow Execution
Temporal Event Tracing on Big Healthcare Data Analytics
Semantic Analysis of Transportation Related Researches
A Scalable Complex Pattern Mining Framework for Global Settlement Mapping
Nimbus: Tuning Filters Service on Tweet Streams
OpenStack Café: A Novel Time-Based User-centric Resource Management Framework in the Cloud
Effective Multi-stream Joining in Apache Samza Framework
Adding Support for Theory in Open Science Big Data
Real-Time Integration of Building Energy Data
Understanding Student Behaviors in Online Classroom: Data Scientific Approach
Hydrological Time Series Anomaly Mining Based on Symbolization and Distance Measure
MapCheckReduce: An Improved MapReduce Computing Model for Imprecise Applications
Indoor Air Monitoring Platform and Personal Health Reporting System: Big Data Analytics for Public Health Research
CroTIS-Crowdsourcing Based Traffic Information System
Supporting Performance Isolation in Software as a Service Systems with Rich Clients
Green Cabs vs. Uber in New York City
Economical Data-Intensive Service Provision Supported with a Modified Genetic Algorithm
Database Security: Past, Present, and Future
Continual and Cost-Effective Partitioning of Dynamic Graphs for Optimizing Big Graph Processing Systems
Towards Elucidating the Structural Principles of Host-Pathogen Protein-Protein Interaction Networks: A Bioinformatics Survey
How Has Twitter Changed the Event Discussion Scenario? A Spatio-temporal Diffusion Analysis
2016 IEEE International Congress on Big Data, San Francisco, CA, USA, June 27 - July 2, 2016
Matrix Inter-joint Factorization - A New Approach for Topic Derivation in Twitter
Compile-Time Code Generation for Embedded Data-Intensive Query Languages
Biparti Majority Learning with Tensors
Effective Interpretation of Bucket Testing Results through Big Data Analytics
Monetizing the User's Information Asset in Internet Information Market
A Database-Hadoop Hybrid Approach to Scalable Machine Learning
Challenges of Software Testing for Astronomical Big Data
Neural Network Based Transaction Classification System for Chinese Transaction Behavior Analysis
2018 IEEE International Congress on Big Data, BigData Congress 2018, San Francisco, CA, USA, July 2-7, 2018
Techniques for Graph Analytics on Big Data
A Real-Time Scheduling Strategy Based on Processing Framework of Hadoop
Bayesian Networks with Structural Restrictions: Parallelization, Performance, and Efficient Cross-Validation
A Latent Semantic Pattern Recognition Strategy for an Untrivial Targeted Advertising
Clustering Geo-tagged Tweets for Advanced Big Data Analytics
A Compatible LZMA ORC-Based Optimization for High Performance Big Data Load
Geelytics: Enabling On-Demand Edge Analytics over Scoped Data Sources
A Fourier-Based Data Minimization Algorithm for Fast and Secure Transfer of Big Genomic Datasets
Big R: Large-Scale Analytics on Hadoop Using R
Parallel Processing over Spatial-Temporal Datasets from Geo, Bio, Climate and Social Science Communities: A Research Roadmap
A Real-Time Decision Support Tool for Disaster Response: A Mathematical Programming Approach
Research of Clouding Based Pulse Monitoring and Data Analysis Framework for Efficient Physical Training
Big Social Data Analytics in Football: Predicting Spectators and TV Ratings from Facebook Data
Building a Massive Stream Computing Platform for Flexible Applications
Towards a Set Theoretical Approach to Big Data Analytics
Towards Automatic Veracity Assessment of Open Source Information
Big Data Analysis on Gambling Related News in South Korea
XDB - A Novel Database Architecture for Data Analytics as a Service
Phishing URL Detection Using URL Ranking
Small Is Beautiful: Summarizing Scientific Workflows Using Semantic Annotations
Big Data Driven Cyber Analytic System
Distributed, Numerically Stable Distance and Covariance Computation with MPI for Extremely Large Datasets
Analysis of Technology Trends Based on Big Data
Big Data Security and Privacy Issues in Healthcare
A Community-Based Cloud Computing Caching Service
Big Data Processing: Scalability with Extreme Single-Node Performance
GraphLens: Mining Enterprise Storage Workloads Using Graph Analytics
Policy Design Based on Risk at Big Data Era: Case Study of Privacy Invasion in South Korea
Cost and Time Aware Ant Colony Algorithm for Data Replica in Alpha Magnetic Spectrometer Experiment
Application-Specific Evaluation of No SQL Databases
Cleaning Framework for Big Data - Object Identification and Linkage
Fast Similar Subgraph Search with Maximum Common Connected Subgraph Constraints
Full Recognition of Massive Products Based on Property Set
RSenter: Tool for Topics and Terms Extraction from Unstructured Data Debris
A Holistic Framework for Big Scientific Data Management
CEPaaS: Complex Event Processing as a Service
Building an SVM Classifier for Automated Selection of Big Data
High-Order Tensor Decomposition for Large-Scale Data Analysis
Context-Aware Enforcement of Privacy Policies in Edge Computing
Short-Term Traffic Prediction Using Long Short-Term Memory Neural Networks
Analytics Toolkit for Business Big Data
2019 IEEE International Congress on Big Data, BigData Congress 2019, Milan, Italy, July 8-13, 2019
Analysing Customer Engagement of Turkish Airlines Using Big Social Data
Versioning Complex Data
2014 IEEE International Congress on Big Data, Anchorage, AK, USA, June 27 - July 2, 2014
PaWI: Parallel Weighted Itemset Mining by Means of MapReduce
Towards a Quality-centric Big Data Architecture for Federated Sensor Services
MCD: Mutual Clustering across Multiple Social Networks
Optigrow: People Analytics for Job Transfers
Energy Consumption Prediction with Big Data: Balancing Prediction Accuracy and Computational Resources
A Preliminary Approach to Domain-Based Evaluation of Users' Trustworthiness in Online Social Networks
A Bandwidth-Conscious Caching Scheme for Mobile Devices
Graph-Based Hierarchical Categorization of Microblog Users
Experiences with the Twitter Health Surveillance (THS) System
DLBench: An Experimental Evaluation of Deep Learning Frameworks
Data Governance Framework for Big Data Implementation with a Case of Korea
SPARQL Query Parallel Processing: A Survey
No SQL in Practice: A Write-Heavy Enterprise Application
Privacy Preserving Predictive Analytics with Smart Meters
Bridging the Gap between Spatial Data Sources and Mashup Applications
Online Association Rule Mining over Fast Data
Optimal Feature Extraction and Classification of Tensors via Matrix Product State Decomposition
Budget-Transfer: A Low Cost Inter-Service Data Storage and Transfer Scheme
Evaluation and Analysis of In-Memory Key-Value Systems
GrandLand Traffic Data Processing Platform
SPOAN: Load Balancing Replica Placement Strategy for Large Scale Biometric Identification Service
Countering the Concept-Drift Problem in Big Data Using iOVFDT
Enrichment Patterns for Big Data
Approximate Two-Party Privacy-Preserving String Matching with Linear Complexity
Replica Placement in Multi-tenant Database Environments
Evaluation of Data Mining Tools for Telecommunication Monitoring Data Using Design of Experiment
Content Based Image Retrieval on Hadoop Framework
Data Mining Approaches for Packaging Yield Prediction in the Post-fabrication Process
Big Data Pre-Processing: Closing the Data Quality Enforcement Loop
A Study on Trend Prediction in Sina Weibo Community
Network-Aware Web Service Selection in Dynamic Environment
Behavioral Modeling for Churn Prediction: Early Indicators and Accurate Predictors of Custom Defection and Loyalty
A Memory-Based Continuous Query Index for Stream Processing
Marketing Campaigns in Twitter Using a Pattern Based Diffusion Policy
Parallel Compression and Indexing of Large-Scale Geospatial Raster Data with GPGPUs
Complex Quality of Service Lifecycle Assessment Methodology
Resource Allocation in Cloud-Based Distributed Cameras
Contextual Anomaly Detection in Big Sensor Data
GS1 Connected Car Using EPCIS-ONS System
Cloud-Based and Big Data-Enabled Brokerage System for Smart Grids
Unsupervised Event Detection with Infinite Poisson Mixture Model
A Scalable Approach for Online Hierarchical Big Data Mining
Insights on Apache Spark Usage by Mining Stack Overflow Questions
Do Drivers' Behaviors Reflect Their Past Driving Histories? - Large Scale Examination of Vehicle Recorder Data
Efficient String Sorting on Multi - and Many-Core Architectures
Scalable Query Optimization for Efficient Data Processing Using MapReduce
Drowsy Driving Warning System Based on GS1 Standards with Machine Learning
Social Network Analysis of Developers' and Users' Mailing Lists of Some Free Open Source Software
The PigMix Benchmark on Pig, MapReduce, and HPCC Systems
Supervised Machine Learning Model for High Dimensional Gene Data in Colon Cancer Detection
Comparison of Gambling Industry through Study Analysis in the World
Reducing the Search Space for Big Data Mining for Interesting Patterns from Uncertain Data
Energy-Aware Scheduling of MapReduce Jobs
Labeling Instances in Evolving Data Streams with MapReduce
Using Inter-file Similarity to Improve Intra-file Compression
Scalable State Management for Scientific Applications in the Cloud
BigObject Store: In-Place Computing for Interactive Analytics
CoUPE: Continuous Query Processing Engine for Evolving Graphs
Distributed SPARQL Query Answering over RDF Data Streams
A Personalized Travel Recommendation System Using Social Media Analysis
Big Data Collection Gateway for Vision-Based Smart Meter Reading Network
A Discriminant Framework for Detecting Similar Scientific Research Projects Based on Big Data Mining
Towards an Efficient Top-K Trajectory Similarity Query Processing Algorithm for Big Trajectory Data on GPGPUs
Rectangle Counting in Large Bipartite Graphs
An Intelligent System for Forecasting the Trend of Consumed Electricity
A Workflow Model for Adaptive Analytics on Big Data
Cluster-Based Join for Geographically Distributed Big RDF Data
Identification as a Service: Large-Scale Cloud Service Discovery over the World Wide Web