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Director, Artificial Intelligence & Machine Learning Wing

Amin Ahsan Ali, PhD

aminali@iub.edu.bd Website

Affiliations

Professor
Department of Computer Science and Engineering
Independent University, Bangladesh

Research Areas

Artificial IntelligenceMachine Learning

Publications (100)

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ccds@iub.edu.bd +88 01885 570 597

Center for Computational & Data Sciences (CCDS), Independent University, Bangladesh (IUB). Plot 16, Aftabuddin Ahmed Road, Block B, Bashnudhara RA, Dhaka 1229, Bangladesh.

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Director, Artificial Intelligence & Machine Learning Wing

Amin Ahsan Ali, PhD

aminali@iub.edu.bd Website

Affiliations

Professor
Department of Computer Science and Engineering
Independent University, Bangladesh

Research Areas

Artificial IntelligenceMachine Learning

Publications (100)

← Prev 1…4 5 6…10 Next →

← All people

Fahim Faisal Niloy, M Ashraful Amin, Amin Ahsan Ali, AKM Mahbubur Rahman

Attention toward neighbors: A context aware framework for high resolution image segmentation

2021 IEEE International Conference on Image Processing (ICIP), pp. 2279–2283, 2021

Conference PaperDOI URL

SegmentationComputer scienceArtificial intelligenceIntersection (aeronautics)Feature (linguistics)Context (archaeology)Image segmentationBoundary (topology)Pattern recognition (psychology)Computer visionImage (mathematics)Resolution (logic)

Fahim Faisal Niloy, Arif, Abu Bakar Siddik Nayem, Anis Sarker, Ovi Paul, M Ashraful Amin, Amin Ahsan Ali, Moinul Islam Zaber, AKM Mahbubur Rahman

A Novel Disaster Image Data-set and Characteristics Analysis using Attention Model

2020 25th International Conference on Pattern Recognition (ICPR), pp. 6116-6122, 2021

Conference PaperDOI URL

Minimum bounding boxImage (mathematics)Set (abstract data type)Test setClass (philosophy)Bounding overwatchData setPattern recognition (psychology)Deep learning

Fahim Faisal Niloy, M Ashraful Amin, AKM Rahman, Amin Ahsan Ali

Deep Dive into Semi-Supervised ELBO for Improving Classification Performance

arXiv preprint arXiv:2108.12734, 2021

Journal Article

Md Nazmul Haque, Sadia Sharmin, Amin Ahsan Ali, Abu Ashfaqur Sajib, Mohammad Shoyaib

Use of relevancy and complementary information for discriminatory gene selection from high-dimensional gene expression data

Plos one 16(10), pp. e0230164, 2021

Journal ArticleDOI URL

GeneComputational biologyGene expressionBiologySelection (genetic algorithm)Gene regulatory networkGene expression profilingGeneticsComputer scienceData mining

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

SDG 11: Sustainable Cities and Communities

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

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)

Shourav Bin Rabbani, Amin Ahsan Ali, M Ashraful Amin

Using Microsoft Kinect V2 for Custom Upper-Limb Rehabilitation Exercises

Proceedings of the 12th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2020) 12, pp. 508–519, 2021

Conference PaperDOI URL

Physical medicine and rehabilitationComputer scienceRehabilitationToolboxPhysical therapyTask (project management)Human–computer interactionMedicineArtificial intelligenceSimulation

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

Md Hasan Tarek, Md Eusha Kadir, Sadia Sharmin, Abu Ashfaqur Sajib, Amin Ahsan Ali, Mohammad Shoyaib

Feature subset selection based on redundancy maximized clusters

2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA), pp. 521–526, 2021

Conference PaperDOI URL

Feature selectionRedundancy (engineering)Computer scienceBenchmark (surveying)Pattern recognition (psychology)Mutual informationData miningArtificial intelligenceMinimum redundancy feature selectionFeature (linguistics)Selection (genetic algorithm)Machine learning