Finance and Healthcare
Application of Supplemental Sampling and Interpretable AI in Credit Scoring for Canadian Fintechs: Methods and Case Studies
A Deep Convolutional Autoencoder-based Approach for Parkinson's Disease Diagnosis Through Speech Signals
Mining the Potential Relationships Between Cancer Cases and Industrial Pollution Based on High-influence Ordered-pair Patterns
Finding Hidden Relationships Between Medical Concepts By Leveraging Metamap And Text Mining Techniques
Causality Discovery Based on Combined Causes and Multiple Causes in Drug-drug Interaction
An Integrated Medical Recommendation Mechanism Combining Promote Product Singular Value Decomposition and Knowledge Graph
Web and IoT Applications
Joint Extraction of Entities and Relations in The News Domain
Event Detection From Web Data in Chinese Based on Bi-LSTM with Attention
Sentiment Analysis of Tweets Using Deep Learning
Cyber Attack Detection in IoT Networks with Small Samples: Implementation and Analysis
SATB: A Testbed of IoT-based Smart Agriculture Network for Dataset Generation
An Overview on Reducing Social Networks' Size
AuCM: Course Map Data Analytics for Australian IT Programs in Higher Education
Profit Maximization using Social Networks in Two-Phase Setting
On-device Application
SESA: Fast Trajectory Compression Method Using Sub-trajectories Segmented by Stay Areas
Android Malware Detection Based on Stacking and Multi-feature Fusion
In uential Billboard Slot Selection using Pruned Submodularity Graph
Quantifying Association Between Street-Level Urban Features and Crime Distribution Around Manhattan Subway Entrances
The Coherence and Divergence Between the Objective and Subjective Measurements of Street Perceptions for Shanghai
Other Applications
A Comparative Study of Question Answering over Knowledge Bases
A Deep Learning Framework for Removing Bias from Single-Photon Emission Computerized Tomography
Popularity Forecasting for Emerging Research Topics at its Early Stage of Evolution
Positive Unlabeled Learning by Sample Selection and Prototype Refinement
Handling missing data with Markov boundary
Pattern Mining
An Efficient Method for outlying Aspect Mining based on Genetic Algorithm
Effective Mining of Contrast Hybrid Patterns from Nominal-numerical Mixed Data
TPFL: Test Input Prioritization for Deep Neural Networks Based on Fault Localization
Mining Maximal Sub-prevalent Co-location Patterns Based on k-hop
An Association Rule Mining-Based Framework for the Discovery of Anomalous Behavioral Patterns
Mining E-closed High Utility Co-location Patterns From Spatial Data
Graph Mining
Implementation and Analysis of Centroid Displacement based k-Nearest Neighbors
EvAnGCN: Evolving Graph Deep Neural Network Based Anomaly Detection in Blockchain
Deterministic Graph-Walking Program Mining
A Benchmarking Evaluation of Graph Neural Networks on Traffic Speed Prediction
Multi-view Gated Graph Convolutional Network for Aspect-Level Sentiment Classification
Decentralized Graph Processing for Reachability Queries
Being Automated or Not? Risk Identification of Occupations with Graph Neural Networks.