yusuke1997/dblp-id-title huggingface dataset:
A Collaborative Mixed Reality Platform for the Planning of Vascular Surgery
Warning Zone Abnormal Behavior Detection: Pre-Alarms for Risk of Exhibit Damage
Revolutionizing Virtual Shopping Experiences: A Blockchain-Based Metaverse UAV Delivery Solution
Quantitative Analysis of Play-to-Earn Blockchain Games: A Case Study of Axie Infinity
Joining Edge-Enabled Metaverse Services with Network Externality: A Stackelberg Game Approach
akaTick: Hybrid Mobile E-Ticketing System Based on Non-Fungible Tokens
Edge-enabled Consumer Digital Twins in Industrial Metaverse
Fast and Atomic Cross-blockchain Asset Exchange for Metaverse Interoperability
Event-based White Blood Cell Classification using Convolutional Spiking Neural Networks
BF-Meta: Secure Blockchain-enhanced Privacy-preserving Federated Learning for Metaverse
An Interactive Platform for a High Performance Digital Twin of a Human Heart
Enhancing Image Matching Between Digital Twin and Real-World Through Cross-Domain Geo-Localization Methods
Production Capacity Negotiation for Blockchain-enabled Collaborative Manufacturing: A Stackelberg Game Approach
Donna: A Data Model for Enabling Extensible and Efficient Metaverse Applications
Dog Heart Rate and Blood Oxygen Metaverse Interaction System
The Metaverse for Intelligent Healthcare using XAI, Blockchain, and Immersive Technology
Identifying Traffic Prioritization on the Internet
NivTA: Towards a Naturally Interactable Edu-Metaverse Teaching Assistant for CAVE
Unlicensed Spectrum Assisted Connection in 5G-NR Enabled Metaverse
Imperfect Digital Twin Assisted Low Cost Reinforcement Training for Multi-UAV Networks
Metaverse Cybersecurity Threats and Risks Analysis: The case of Virtual Reality Towards Security Testing and Guidance Framework
Design and Implementation of Intelligent Safety Services for Personal Mobility Devices
From Self-Adaptation to Self-Evolution Leveraging the Operational Design Domain
Dynamic Runtime Integration of New Models in Digital Twins
Towards Proactive Decentralized Adaptation of Unmanned Aerial Vehicles for Wildfire Tracking
Architecture-Based Uncertainty Impact Analysis to Ensure Confidentiality
Adaptation to Unknown Situations as the Holy Grail of Learning-Based Self-Adaptive Systems: Research Directions
Robust Probabilistic Model Checking With Continuous Reward Domains
Towards Model Co-evolution Across Self-Adaptation Steps for Combined Safety and Security Analysis
Preference Adaptation: user satisfaction is all you need!
CHESS: A Framework for Evaluation of Self-Adaptive Systems Based on Chaos Engineering
Maintaining driver attentiveness in shared-control autonomous driving
SUAVE: An Exemplar for Self-Adaptive Underwater Vehicles
Exploring the Potential of Large Language Models in Self-adaptive Systems
Flexico: Sustainable Machine Translation via Self-Adaptation
Proceedings of the 19th International Symposium on Software Engineering for Adaptive and Self-Managing Systems, SEAMS 2024, Lisbon, Portugal, April 15-16, 2024
From Systems to Ecosystems: Rethinking Adaptive Safety
International Symposium on Software Engineering for Adaptive and Self-Managing Systems, SEAMS 2022, Pittsburgh, PA, USA, May 22-24, 2022
16th International Symposium on Software Engineering for Adaptive and Self-Managing Systems, SEAMS@ICSE 2021, Madrid, Spain, May 18-24, 2021
On the Impact of Applying Machine Learning in the Decision-Making of Self-Adaptive Systems
Raft Protocol for Fault Tolerance and Self-Recovery in Federated Learning
Artifact: Implementation of an Adaptive Flow Management Framework for IoT Spaces
ReSonAte: A Runtime Risk Assessment Framework for Autonomous Systems
A Paradigm for Safe Adaptation of Collaborating Robots
Taming Model Uncertainty in Self-adaptive Systems Using Bayesian Model Averaging
RoboMAX: Robotic Mission Adaptation eXemplars
Towards a Robust On-line Performance Model Identification for Change Impact Prediction
Wildfire-UAVSim: An Exemplar for Evaluation of Adaptive Cyber-Physical Systems in Partially-Observable Environments
Leveraging Self-Adaptive Systems and Generative AI for Personalizing Educational Serious Games: Architecture and Future Challenges
Body Sensor Network: A Self-Adaptive System Exemplar in the Healthcare Domain
Adaptive Controllers and Digital Twin for Self-Adaptive Robotic Manipulators
Extending MAPE-K to support Human-Machine Teaming
Generating Executable Test Scenarios from Autonomous Vehicle Disengagements using Natural Language Processing
A Distributed MAPE-K Framework for Self-Protective IoT Devices
Towards Understanding Trust in Self-adaptive Systems
Reliability Prediction of Self-Adaptive Systems Managing Uncertain AI Black-Box Components
Self-Optimizing Agents Using Mixed Initiative Behavior Trees
RDMSim: An Exemplar for Evaluation and Comparison of Decision-Making Techniques for Self-Adaptation
Patterns of Applied Control for Public Health Measures on Transportation Services under Epidemic
GreenhouseDT: An Exemplar for Digital Twins
Design and Evaluation of Controllers based on Microservices
Towards a Self-Adaptive Architecture for Federated Learning of Industrial Automation Systems
Self-adaptive Testing in the Field: Are We There Yet?
Adapting Aggregation Rule for Robust Federated Learning under Dynamic Attacks
20th IEEE/ACM Symposium on Software Engineering for Adaptive and Self-Managing Systems, SEAMS@ICSE 2025, Ottawa, ON, Canada, April 28-29, 2025
Bio-inspired computing systems: handle with care, discard if need it
Self-adaptive, Requirements-driven Autoscaling of Microservices
18th IEEE/ACM Symposium on Software Engineering for Adaptive and Self-Managing Systems, SEAMS 2023, Melbourne, Australia, May 15-16, 2023
Hey! Preparing Humans to do Tasks in Self-adaptive Systems
PRESTO: Predicting System-level Disruptions through Parametric Model Checking
Improving Adaptive Monitoring with Incremental Runtime Model Queries
Software Self-adaptation and Industry: Blame MAPE-K
The Concept of an Autonomic Avionics Platform and the Resulting Software Engineering Challenges
Adapting Specifications for Reactive Controllers
Safe Adaptation of Cobotic Cells based on Petri Nets
Handling uncertainty in the specification of autonomous multi-robot systems through mission adaptation
Threat modeling at run time: the case for reflective and adaptive threat management (NIER track)
Emergent Web Server: An Exemplar to Explore Online Learning in Compositional Self-Adaptive Systems
Modeling Safe Adaptation Spaces for Self-Adaptive Systems Using Contextual Safety Concept Trees
Context-Role Oriented Programming in Julia: Advancing Swarm Programming
ResMetric: Analyzing Resilience to Enable Research on Antifragility
Self-Adaptive Mechanisms for Misconfigurations in Small Uncrewed Aerial Systems
Is this all about about handling unanticipated changes or about foreseeing what needs handling?
Adaptive Human-Robot Collaborative Missions using Hybrid Task Planning
The Unknown Unknowns Are Not Totally Unknown
SPARQ: A QoS-Aware Framework for Mitigating Cyber Risk in Self-Protecting IoT Systems
The Design Space of Emergent Scheduling for Distributed Execution Frameworks
Lifelong Self-Adaptation: Self-Adaptation Meets Lifelong Machine Learning
Analysis of Autonomous Driving Software to Low-Level Sensor Cyber Attacks
Self-Adaptive Manufacturing with Digital Twins
Gamified and Self-Adaptive Applications for the Common Good: Research Challenges Ahead
A Conceptual Reference Model for Human as a Service Provider in Cyber Physical Systems
RAMSES: An Artifact Exemplar for Engineering Self-Adaptive Microservice Applications
Self-Adaptive Dual-Layer DDoS Mitigation using Autoencoder and Reinforcement Learning
Aloft: Self-Adaptive Drone Controller Testbed
On the Need for Artifacts to Support Research on Self-Adaptation Mature for Industrial Adoption
NEPTUNE: Network- and GPU-aware Management of Serverless Functions at the Edge
SWITCH: An Exemplar for Evaluating Self-Adaptive ML-Enabled Systems
On Adaptive Fairness in Software Systems
Automating Pipelines of A/B Tests with Population Split Using Self-Adaptation and Machine Learning
Adaptively Managing Reliability of Machine Learning Perception under Changing Operating Conditions
Run-Time Adaptation of Quality Attributes for Automated Planning
Seamless Reconfiguration of Rule-based IoT Applications
Dynamic Resource Allocation for Deadline-Constrained Neural Network Training
Latency-aware RDMSim: Enabling the Investigation of Latency in Self-Adaptation for the Case of Remote Data Mirroring
Platooning LEGOs: An Open Physical Exemplar for Engineering Self-Adaptive Cyber-Physical Systems-of-Systems
Preliminary Results of a Survey on the Use of Self-Adaptation in Industry
Towards Using Inductive Learning to Adapt Security Controls in Smart Homes
"Know What You Know": Predicting Behavior for Learning-Enabled Systems When Facing Uncertainty
ADAM: Adaptive Monitoring of Runtime Anomalies in Small Uncrewed Aerial Systems
PlanIoT: A Framework for Adaptive Data Flow Management in IoT-enhanced Spaces
Hazard Analysis for Self-Adaptive Systems Using System-Theoretic Process Analysis
Run-time Reasoning from Uncertain Observations with Subjective Logic in Multi-Agent Self-Adaptive Cyber-Physical Systems
Learning Recovery Strategies for Dynamic Self-healing in Reactive Systems
SeMaFoR - Self-Management of Fog Resources with Collaborative Decentralized Controllers
Decentralized Self-Adaptive Systems: A Mapping Study
Devops for digital business: Optimizing the performance and economic efficiency of software products for digital business
SEAByTE: A Self-adaptive Micro-service System Artifact for Automating A/B Testing
SYSTEMLENS: Integrating Performance Prediction, Anomaly Prediction and Root-Cause Localization for Self-Healing Software Systems
Swarm intelligence-based bio-inspired algorithms
Wasteless: An Optimal Provisioner for Self-Adaptive Second-Generation Serverless Applications
Self-Adaptation 2.0
Integrating Graceful Degradation and Recovery through Requirement-driven Adaptation
How do we Evaluate Self-adaptive Software Systems?: A Ten-Year Perspective of SEAMS
If a System is Learning to Self-adapt, Who's Teaching?
Adaptive and Interoperable Federated Data Spaces: An Implementation Experience
Predict the Future: Preventing unanticipated changes is the ultimate challenge for self-adaptive systems
Towards Digital Twin-enabled DevOps for CPS providing Architecture-Based Service Adaptation & Verification at Runtime
Human empowerment in self-adaptive socio-technical systems
Control Action Types -Patterns of Applied Control for Self-adaptive Systems
Explanation-driven Self-adaptation using Model-agnostic Interpretable Machine Learning
Change Is the Ultimate Self-Adaptive Challenge
Runtime Resolution of Feature Interactions through Adaptive Requirement Weakening
Federated Machine Learning as a Self-Adaptive Problem
Analysis and Monitoring of Cyber-Physical Systems via Environmental Domain Knowledge & Modeling
SafeDriveRL: Combining Non-cooperative Game Theory with Reinforcement Learning to Explore and Mitigate Human-based Uncertainty for Autonomous Vehicles
Planning Landscape Analysis for Self-Adaptive Systems
Learning Self-adaptations for IoT Networks: A Genetic Programming Approach
Symbolic State Seeding Improves Coverage of Reinforcement Learning
The Hitchhiker's Guide to the End-of-Life for Smart Devices
Towards Self-Adaptive Peer-to-Peer Monitoring for Fog Environments
Towards Better Adaptive Systems by Combining MAPE, Control Theory, and Machine Learning
Automated Planning for Adaptive Cyber-Physical Systems under Uncertainty in Temporal Availability Constraints
Uncertainty Flow Diagrams: Towards a Systematic Representation of Uncertainty Propagation and Interaction in Adaptive Systems
Self-Adaptive Microservice-based Systems - Landscape and Research Opportunities
A Comprehensive Analysis of Cybersecurity Challenges in Self-Adaptive Avionics: A Plug&Fly Avionics Platform Case Study
Approaching Proactive Self-Adaptation in Nonlinear Cyber-Physical Systems
Simdex: A Simulator of a Real Self-adaptive job-dispatching System Backend
CCC: Weakly Supervised Semantic Segmentation using Class Contribution Classification
Reinforcement Learning for Autonomous Vehicle using MPC in Highway Situation
A digitally controlled DC-DC buck converter with bang-bang control
Compact Characteristic Modeling of Cryo-CMOS Transistors Based on Commercial Process Design Kit
Quantization training with two-level bit width
3.3 kV 4H-SiC MOSFET with embeded hetero junction body diode for low switching loss
Attention Based Region Proposal and VITwice: Detection with Only VIT
Multiple-Scale Fire Detection Based on One-Stage Deep Learning Model
Deep Learning Framework using Scalable Shared Memory Buffer Framework
A Voltage-Mode Buck Converter With a Reduced Type-I Compensation Capacitor Using an Error-Amplifier Current-Sampling Scheme
A Graph Embedding-based Identity Inference Attack on Blockchain Systems
Low-Power Light-Weight Binary Phase Shift Keying Demodulator for Magnetic Field Communications
Deep Reinforcement Learning-Based Path-Tracking for Unmanned Vehicle Navigation Enhancement
Serial Skeletal Detection using a Kalman Filter in Combination with OpenPose
X-ray image denoising for Cargo Dual Energy Inspection System
Fine-tuned SPIHT Algorithm to Improve Compression Efficiency
Innovative Ultra-Wideband (UWB) Antenna with Folded Stepped Impedance Resonators
A Switched-Capacitor Low-Pass Filter with Multiple-Channel Double-DSB OP Amplifiers
Object Detection Based on VGG with ResNet Network
Physiological measurement used in real time experiment to detect driver cognitive distraction
Analysis of Parasitic Effects by Bonding Structure
Memristor-based Pass Gate Targeting FPGA Look-Up Table
Reduced Tenegrad Focus Measure for Performance Improvement of Astronomical Images
A 6.23-bit FG-based Neuromorphic Synaptic Device with Extended Input Range by Linearity Improvement
A Hardware-Friendly Compression Algorithm for Profiling DDR4 Memory Accesses
Management scheme of address mapping information for NAND storage system
Generating Goal-conditioned Sub-goals for Hierarchical Learning
Deep Learning to Classify Bacterial Species in the same Genus
Si Bridge With Chessboard Patterned Interconnect (CPI): Enabling High Density, High Efficiency Heterogeneous Integration
Post-Quantum Cryptography Coprocessor for RISC-V CPU Core
Harvest-Until-Access Protocol Based on Slotted ALOHA for Wireless Powered Dense Networks
Rate-Splitting Approach for Downlink Multiuser Relay Systems
Very Fast Fingerprinting DB Construction for Precise Indoor Localization
Enhancing Robot Navigation Through Advanced DRL and Cellular Automata Integration
Wireless DC power Generator for Passive RFID by using Cockcroft-Walton Voltage Multiplier in CMOS 0.18um Technology
Improved Generalization from Limiting Attention in a Transformer for Sleep Stage Classification
Performance Analysis of Self-biasing Technique for Differential RF-DC Rectifier in IoT Application
A Study on the UWB/Encoder/IMU Sensor Fusion Position Estimation System for the Development of Driving Assistance Technology in Autonomous Driving Wheelchairs
Bayesian Interference Based Cooperative Spectrum Sensing Under Mixed Attack
A High-Performance Point Scalar Multiplier supporting Edwards25519 and Curve25519 Curves
RF signal shape reconstruction technology on the 2D space for indoor localization
A Heuristic Stable Time via Two-Hop Dissimilar Trees in Wireless Sensor Networks
Video quality comparison of 3D displays
Learning-based Light Field View Synthesis Using Multiplane Images
Coded Pattern Optimization: Image Model-based Theoretical Analysis
GDS: Gradient Distribution Scaling-based Gradient Quantization for Low-complexity and Hardware-friendly Training of Instance Segmentation Models
Efficient Perceptual Loss based on Low-rank Tucker Decomposition
Development of smart meter for building energy management system based on the IEEE 1888 standard with Wi-Fi communication
The Effect of Gate Work Function on Wide Band-Gap Sn-doped α-Ga2O3 Metal-Semiconductor Field-Effect Transistors
Studying the near-room temperature insulator-to-metal switching in ultrathin VO2 films on (001) TiO2
Non-Invasive Blood Sugar Level Meter Based on Light Diffuse Reflection Ratio of 2-PPG Signals
Design and Implementation of Secure and Transferable eCoupons
Enhancing Pseudo-Labeling Performance in Object Detection Using Gaussian Mixture Modeled Uncertainty
Exploring Parallelism of a BRDF algorithm using CUDA
Enhancing Object Detection Accuracy Through RGB and Event Fusion in Motion Blurred Images
Sparse Basis Approach for Lightweight AI System Design
On an LLM-Based Method to Generate from PoC Codes to IPS/IDS Rules
In-bound/Out-bound detection of people's movements using an IR-UWB radar system
Improving Phishing Detection with the Grey Wolf Optimizer
Low Frequency Noise Rejection Amplifier Using Parasitic BJTs For Biomedical Application
Region-of-interest tracking method for video plus depth coding
Self-heating effect of GAAFET and FinFET for over 2-V applications using TCAD simulation
Managing Work Dependencies in Open Source Software Platforms
Low Overhead PIM-to-PIM Communication on PCIe-based Multi-PIM Platforms for Executing Large-Scale AI Models
CMOS Linear Power Amplifier Using pMOS Varactor for Ku-Band SATCOM
Machine-Learning based Loss Discrimination Algorithm for Wireless TCP Congestion Control
High Performance 3.3KV 4H-SiC MOSFET with a Floating Island and Hetero Junction Diode
Detection and Prevention of Cross-site Scripting Attack with Combined Approaches
The limitation of the Split-Gate MOSFET(SG-MOSFET) at 3.3kV
A Highly Accurate Instantaneous Frequency Estimation Method Taking into Account the Aliasing of Oscillation Components
Multi-Droplet Routing based on a Shape-Dependent Velocity Model on MEDA Biochips
Integrated Noise Reduction and Signal Classification Model for Rescue Operations in Noisy Disaster Scenarios
V2X Communication Technology Trends in South Korea
Attribute Compression for Point Cloud Data Using Variable Bit Depth and an Error Correction Table
Practical Analysis of Xilinx FPGAs' Bitstream Encryption
A Study on Guest-Host Liquid Crystal Polarizer Technology to Improve the Transmittance of Polarized Closed-Circuit Television
Deep learning based Nuclear Power Plant Monitoring System using UAV
Dynamic Pilot Allocation for Channel Estimation in High-Mobility OFDM Receiver
Development and RSSI Testing of IoT Ambient Device for Building Energy Management System
A Finite Element Model for Stochastic Set Operation in Phase-Change Memory
Improving Inference Time of Deep Learning Model with Partial Skip of ReLU-fused Matrix Multiplication Operations
Analysis of different transparent conductive thin films element on monocrystalline silicon cell
New Static External Coupling Structure for K-band Frequency-Tunable Constant-Bandwidth Waveguide Filter with Wide Tuning Range
Loading Effects on Upstream Converter's Input Impedance in Multistage Dc Power Distribution Systems
Deadline-Driven CNN Model Based on Residual Quantization
Making Mamba Vision Temporal: Leveraging TSM for Efficient Video Understanding
Construction of Multi-View Capturing System for Laparotomy
Deep learning classification of focal liver lesions with contrast-enhanced ultrasound from arterial phase recordings
Analysis of Ring-Oscillator-based True Random Number Generator on FPGAs
International Conference on Electronics, Information, and Communication, ICEIC 2024, Taipei, Taiwan, January 28-31, 2024
Position Guided Leveraging Vision Transformer for Precise Skin Diagnoses Via Smartphone Imagery
Exploration of Diffusion-Based Test Case Generation of Autonomous Driving Systems
Cybersecurity of Process Bus Network in Digital Substations
Automatic detection and decoding of photogrammetric coded targets
Integrating GPS Sensor and Beamforming for UAV Tracking Algorithm
Radiation-Hardened Processing-In-Memory Crossbar Array With Hybrid Synapse Devices for Space Application
SC-LiDAR-SLAM: A Front-end Agnostic Versatile LiDAR SLAM System
A Design of Low-Power Dynamic Latch Comparator with Adaptive Power Control for12-bit Charge Sharing SAR ADCs
Robust indoor positioning system in poor infrastructure environments
Intelligent UAV and LEO-Assisted Edge Computing Systems for Real-Time IoT Applications
Network Architecture and Protocol Design of Multi-Path TCP with Multiple Cellular Networks on High-Speed Trains
Concept of a Cloud State Modeling System for Lead-Acid Batteries: Theory and Prototyping
Extreme Pruning Technique Based on Filter Deactivation Using Sparsity Training for Deep Convolutional Neural Networks
HOT MWIR Detector Development with InAs/InAsSb T2SL nBn Structure
International Conference on Electronics, Information, and Communication, ICEIC 2022, Jeju, Korea, Republic of, February 6-9, 2022
Driver Assistance System Using YOLOv7 Algorithm
Implementation of Low-Energy LSTM with Parallel and Pipelined Algorithm in Small-Scale FPGA
Simultaneous control algorithm for mobile manipulator using MMPPE
Improving ASR Performance with OCR Through Using Word Frequency Difference
International Conference on Electronics, Information, and Communication, ICEIC 2021, Jeju, South Korea, January 31 - February 3, 2021
Sentiment Analysis of Saudi Dialect Using Deep Learning Techniques
Multi-baseline based texture adaptive belief propagation stereo matching technique for dense depth-map acquisition
Contextual Learning for Missing Speech Automatic Speech Recognition
Problem and solution for NB-IoT uplink in Low Earth Orbit satellite communication
C4ECC: Data Compression for Bandwidth Efficiency Under ECC Protection in GPUs
Performance Analysis of an FFT Spectrum-Based Detector and an Energy Detector for Selection of Suitable Detector in Electronic Warfare
AI-Enabled Abnormal Behavior Detection and Visualization Technology on Blockchain Network
Received SNR Lower Bound Derivation of Channel Shuffling Double Space-Time Line Coded Systems
A real-time visual feedback system of strength self-training with motion capture
AI Feedback Architecture of Video Surveillance System
Enhancing Collaborative Filtering Algorithm Based on Time Information
Vector Similarity Search Acceleration using DRAM-based Processing-In-Memory (PIM)
A low phase-noise CMOS voltage-controlled oscillator with a series LC resonator
A Method of Channel Selection for Multi-GNSS Receiver
Location-Based Maximum Reuse Distance Resource Scheduling for LTE Cellular-V2X Sidelink Mode 3
Autonomous Vehicle Control Using CARLA Simulator, ROS, and EPS HILS
Bitrate-Informed Coded Speech Enhancement Model
Design of A Bit-Serial Artificial Neuron VLSI Architecture with Early Termination
Spatial-Temporal Flood Hazard Mapping Using Integration of Telemetry Data and Prediction Model
FMCW Radar Sensor Based Human Activity Recognition using Deep Learning
Compute-in-Memory with SAR ADC and 2T1C DRAM for MAC Operations
Waveform Design for Wireless Power Transfer with a Double Half-Wave Rectenna Circuit
Zero-shot Diffusion Models for Demosaicing in Bayer and Non-Bayer Image Sensors
SP2Mask4D: Efficient 4D Panoptic Segmentation Using Superpoint Transformers
Optimizing Gate Insulator Conditions via Interfacial Oxidation in Vertical Structure TFTs
LW-FastPose: A Lightweight Network for Human Pose Estimation Based on Improvements to FastPose
CNN-based Hand Gesture Recognition for Contactless Elevator Button Control
Human movement detection using home network information and events on smartphones
A Two-Stage Receiver for MIMO Systems
Efficient CRC-BCH Unified Encoder for Global Positioning System
Improving Error Metrics in Approximate Multipliers with an Error Recovery Unit
Automatic Hepatocellular Carcinoma Diagnosis using Graph Convolutional Network
Popularity-based hybrid transmission scheme using in-network caching
Face Landmark Estimation-based De-identification System
Language-Guided Semantic Alignment for Point Cloud-Based 3D Scene Graph Generation
A Study of Optimization Algorithm based on Non-negative Matrix Factorization for Face Age Prediction
Scalable VLSI Architectures for Pattern Matching in Serial Data Stream
A preamplifier circuit with offset-voltage control technique for 50-Gb/s CMOS PAM4 receiver
Vehicle-to-Vehicle Communication Channel Estimator Based on Gate Recurrent Unit
COS status predictive system based on Machine Learning