Research Assistant

Kashob Kumar Roy

Publications (4)

Amit Roy, Kashob Kumar Roy, Amin Ahsan Ali, M Ashraful Amin, AKM Mahbubur Rahman

Unified spatio-temporal modeling for traffic forecasting using graph neural network

2021 International Joint Conference on Neural Networks (IJCNN), pp. 1–8, 2021

Conference PaperDOI URL

TimestampComputer scienceGraphTemporal databaseData miningDeep learningArtificial intelligenceConvolution (computer science)Benchmark (surveying)Machine learningArtificial neural network

SDG 11: Sustainable Cities and Communities

Kashob Kumar Roy, Amit Roy, AKM Mahbubur Rahman, M Ashraful Amin, Amin Ahsan Ali

Structure-aware hierarchical graph pooling using information bottleneck

2021 International Joint Conference on Neural Networks (IJCNN), pp. 1–8, 2021

Conference PaperDOI URL

PoolingComputer scienceDiscriminative modelBottleneckGraphLeverage (statistics)Artificial intelligenceTheoretical computer scienceData miningMachine learningPattern recognition (psychology)

Amit Roy, Kashob Kumar Roy, Amin Ahsan Ali, M Ashraful Amin, AKM Mahbubur Rahman

SST-GNN: simplified spatio-temporal traffic forecasting model using graph neural network

Pacific-Asia Conference on Knowledge Discovery and Data Mining, pp. 90–102, 2021

Conference PaperDOI URL

Computer scienceDependency (UML)GraphData miningTemporal databaseArtificial intelligence

Kashob Kumar Roy, Amit Roy, AKM Mahbubur Rahman, M Ashraful Amin, Amin Ahsan Ali

Node embedding using mutual information and self-supervision based bi-level aggregation

2021 International Joint Conference on Neural Networks (IJCNN), pp. 1–8, 2021

Conference PaperDOI URL

Computer scienceAggregate (composite)ExploitLeverage (statistics)Node (physics)EmbeddingCluster analysisTheoretical computer scienceGraphRange (aeronautics)Data mining