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Association Analysis
A Process for Exploring Employees' Relationships via Social Network and Sentiment Analysis
Mining Relationship between User Purposes and Product Features towards Purpose-Oriented Recommendation
Finding Top-k Fuzzy Frequent Itemsets from Databases
Association Rule Mining in Healthcare Analytics
Does Student's Diligence to Study Relate to His/Her Academic Performance
Correlation anaylsis of diesel engine performance testing data based on mixed-copula method
Clustering
Comparative Study of Apache Spark MLlib Clustering Algorithms
l-DP algorithm: a hybrid density peaks clustering
Prediction
Incremental Adaptive Time Series Prediction for Power Demand Forecasting
Food Sales Prediction with Meteorological Data { A Case Study of a Japanese Chain Supermarket
Cascade Spatial Autoregression for Air Pollution Prediction
Machine Learning Techniques for Prediction of Pre-fetched Objects in Handling Big Data Storage
Classification
Spectral-Spatial Mineral Classification Of Lunar Surface Using Band Parameters With Active Learning
R2CEDM: A Rete-based RFID Complex Event Detection Method
Learning Analytics for SNS-Integrated Virtual Learning Environment
LBP vs. LBP Variance for Texture Classification
A Decision Tree Of Ignition Point For Simple Inflammable Chemical Compounds
Analyzing Consumption Behaviors of Pet Owners in a Veterinary Hospital
Schedule and Sequence Analysis
Modeling Inter-Country Connection from Geotagged News Reports: A Time-Series Analysis
Mining Sequential Patterns of Students' Access on Learning Management System
Design of a dynamic electricity trade scheduler based on genetic algorithms
Increasing Coverage of Information Spreading in Social Networks with Supporting Seeding
Big Data
B-Learning and Big Data: Use in Training an Engineering Course
Mapping Knowledge Domain Research in Big Data: From 2006 to 2016
Template based Industrial Big Data Information Extraction and Query System
Finding the Typical Communication Black Hole in Big Data Environment
A Solution for Mining Big Data Based on Distributed Data Streams and Its Classifying Algorithms
Data Analysis
Design of a Quality-Aware Data Capture System
Data Architecture for the Internet of Things and Industry 4.0
Machine Learning in Data Lake for Combining Data Silos
Development of 3D Earth Visualization for Taiwan Ocean Environment Demonstration
Exploring Potential Use of Mobile Phone Data Resource to Analyze Inter-Regional Travel Patterns in Japan
REBUILD:Graph Embedding Based Method for User Social Role Identity on Mobile Communication Network
Study A Join Query Strategy over Data Stream Based on Sliding Windows
Data Mining
L2 Learners' Proficiency Evaluation Using Statistics Based on Relationship among CEFR Rating Scales
Research Hotspots and Trends in Data Mining: From 1993 to 2016
Proposal for a New Reduct Method for Decision Tables and an Improved STRIM
Post-marketing Drug Safety Evaluation using Data Mining Based on FAERS
Crowd density estimation from few RF tracking devices: I. Modelling Framework
Text Mining
Mining Textual Reviews with Hierarchical Latent Tree Analysis
Extraction of Temporal Events from Clinical Text using Semi-Supervised Conditional Random Fields
Characteristics of language usage in inquires asked to an online help desk
Deep Learning
A Novel Diagnosis Method for SZ by Deep Neural Networks
A Novel Data-driven Fault Diagnosis Method Based on Deep Learning
High Performance Computing
Simulated Precipitation and Reservoir Inflow in the Chao Phraya River Basin by Multi-Model Ensemble CMIP3 & CMIP5
An IDL-Based Parallel Model for Scientific Computations on Multi-Core Computers
Accelerating Redis with RDMA over InfiniBand
Knowledge Base and its Framework
Application of Decision Trees in the Development of a Knowledge Base for a System of Support for Revitalization Processes
ABC Metaheuristic Based Optimized Adaptation Planning Logic for Decision Making Intelligent Agents in Self Adaptive Software System
A Knowledge-based Framework for Mitigating Hydro-Meteorological Disasters
Fuzzy Control
Improved Stability and Stabilization Criteria for T-S Fuzzy Systems with Distributed Time-Delay
Adaptive Neuro-Fuzzy Inference System: Overview, Strengths, Limitations, and Solutions
Acquisition of Knowledge in the Form of Fuzzy Rules for Cases Classification.
A Process for Exploring Employees' Relationships via Social Network and Sentiment Analysis
Mining Relationship between User Purposes and Product Features towards Purpose-Oriented Recommendation
Finding Top-k Fuzzy Frequent Itemsets from Databases
Association Rule Mining in Healthcare Analytics
Does Student's Diligence to Study Relate to His/Her Academic Performance
Correlation anaylsis of diesel engine performance testing data based on mixed-copula method
Clustering
Comparative Study of Apache Spark MLlib Clustering Algorithms
l-DP algorithm: a hybrid density peaks clustering
Prediction
Incremental Adaptive Time Series Prediction for Power Demand Forecasting
Food Sales Prediction with Meteorological Data { A Case Study of a Japanese Chain Supermarket
Cascade Spatial Autoregression for Air Pollution Prediction
Machine Learning Techniques for Prediction of Pre-fetched Objects in Handling Big Data Storage
Classification
Spectral-Spatial Mineral Classification Of Lunar Surface Using Band Parameters With Active Learning
R2CEDM: A Rete-based RFID Complex Event Detection Method
Learning Analytics for SNS-Integrated Virtual Learning Environment
LBP vs. LBP Variance for Texture Classification
A Decision Tree Of Ignition Point For Simple Inflammable Chemical Compounds
Analyzing Consumption Behaviors of Pet Owners in a Veterinary Hospital
Schedule and Sequence Analysis
Modeling Inter-Country Connection from Geotagged News Reports: A Time-Series Analysis
Mining Sequential Patterns of Students' Access on Learning Management System
Design of a dynamic electricity trade scheduler based on genetic algorithms
Increasing Coverage of Information Spreading in Social Networks with Supporting Seeding
Big Data
B-Learning and Big Data: Use in Training an Engineering Course
Mapping Knowledge Domain Research in Big Data: From 2006 to 2016
Template based Industrial Big Data Information Extraction and Query System
Finding the Typical Communication Black Hole in Big Data Environment
A Solution for Mining Big Data Based on Distributed Data Streams and Its Classifying Algorithms
Data Analysis
Design of a Quality-Aware Data Capture System
Data Architecture for the Internet of Things and Industry 4.0
Machine Learning in Data Lake for Combining Data Silos
Development of 3D Earth Visualization for Taiwan Ocean Environment Demonstration
Exploring Potential Use of Mobile Phone Data Resource to Analyze Inter-Regional Travel Patterns in Japan
REBUILD:Graph Embedding Based Method for User Social Role Identity on Mobile Communication Network
Study A Join Query Strategy over Data Stream Based on Sliding Windows
Data Mining
L2 Learners' Proficiency Evaluation Using Statistics Based on Relationship among CEFR Rating Scales
Research Hotspots and Trends in Data Mining: From 1993 to 2016
Proposal for a New Reduct Method for Decision Tables and an Improved STRIM
Post-marketing Drug Safety Evaluation using Data Mining Based on FAERS
Crowd density estimation from few RF tracking devices: I. Modelling Framework
Text Mining
Mining Textual Reviews with Hierarchical Latent Tree Analysis
Extraction of Temporal Events from Clinical Text using Semi-Supervised Conditional Random Fields
Characteristics of language usage in inquires asked to an online help desk
Deep Learning
A Novel Diagnosis Method for SZ by Deep Neural Networks
A Novel Data-driven Fault Diagnosis Method Based on Deep Learning
High Performance Computing
Simulated Precipitation and Reservoir Inflow in the Chao Phraya River Basin by Multi-Model Ensemble CMIP3 & CMIP5
An IDL-Based Parallel Model for Scientific Computations on Multi-Core Computers
Accelerating Redis with RDMA over InfiniBand
Knowledge Base and its Framework
Application of Decision Trees in the Development of a Knowledge Base for a System of Support for Revitalization Processes
ABC Metaheuristic Based Optimized Adaptation Planning Logic for Decision Making Intelligent Agents in Self Adaptive Software System
A Knowledge-based Framework for Mitigating Hydro-Meteorological Disasters
Fuzzy Control
Improved Stability and Stabilization Criteria for T-S Fuzzy Systems with Distributed Time-Delay
Adaptive Neuro-Fuzzy Inference System: Overview, Strengths, Limitations, and Solutions
Acquisition of Knowledge in the Form of Fuzzy Rules for Cases Classification.