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Works (26)

A comparative study of advanced technologies and methods in hand gesture analysis and recognition systems

Expert Systems with Applications
2025-03 | Journal article
Contributors: Md Mijanur Rahman; Ashik Uzzaman; Fatema Khatun; Md Aktaruzzaman; Nazmul Siddique
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AuthorNet: Leveraging attention-based early fusion of transformers for low-resource authorship attribution

Expert Systems with Applications
2025-03 | Journal article
Contributors: Md. Rajib Hossain; Mohammed Moshiul Hoque; M. Ali Akber Dewan; Enamul Hoque; Nazmul Siddique
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DIA-VXNET: A framework for automated diabetic eye disease detection using transfer learning with feature fusion network

Biomedical Signal Processing and Control
2025-02 | Journal article
Contributors: Md Najib Hasan; Md Ehashan Rabbi Pial; Sunanda Das; Nazmul Siddique; Hui Wang
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EEG Signal-Based Autism Spectrum Disorder Detection Through Normalized Mutual Information and Convolutional Neural Network

2024 | Book chapter
Contributors: Zahrul Jannat Peya; Mahfuza Akter Maria; M. A. H. Akhand; Nazmul Siddique
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AVaTER: Fusing Audio, Visual, and Textual Modalities Using Cross-Modal Attention for Emotion Recognition

Sensors
2024-09-10 | Journal article
Contributors: Avishek Das; Moumita Sen Sarma; Mohammed Moshiul Hoque; Nazmul Siddique; M. Ali Akber Dewan
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AraCovTexFinder: Leveraging the transformer-based language model for Arabic COVID-19 text identification

Engineering Applications of Artificial Intelligence
2024-07 | Journal article
Contributors: Md. Rajib Hossain; Mohammed Moshiul Hoque; Nazmul Siddique; M. Ali Akber Dewan
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AVaTER: A Multimodal Approach of Recognizing Emotion using Cross-modal Attention Technique

2024-07-11 | Preprint
Contributors: Avishek Das; Moumita Sen Sarma; Mohammed Moshiul Hoque; Nazmul Siddique; M. Ali Akber Dewan
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Autism Spectrum Disorder Detection from EEG Through Hjorth Parameters and Classification Using Neural Network

2023 | Book chapter
Contributors: Zahrul Jannat Peya; Bipasha Zaman; M. A. H. Akhand; Nazmul Siddique
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Bidirectional Long-Short Term Memory with Byte Pair Encoding and Back Translation for Bangla-English Machine Translation

2023 | Book chapter
Contributors: Md. Tasnin Tanvir; Asfia Moon Oishy; M. A. H. Akhand; Nazmul Siddique
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Device-Friendly Guava Fruit and Leaf Disease Detection Using Deep Learning

2023 | Book chapter
Contributors: Rabindra Nath Nandi; Aminul Haque Palash; Nazmul Siddique; Mohammed Golam Zilani
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TEmoX: Classification of Textual Emotion Using Ensemble of Transformers

IEEE Access
2023 | Journal article
Contributors: Avishek Das; Mohammed Moshiul Hoque; Omar Sharif; M. Ali Akber Dewan; Nazmul Siddique
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Concurrent Skill Composition Using Ensemble of Primitive Skills

IEEE Transactions on Cognitive and Developmental Systems
2023-12 | Journal article
Contributors: Paresh Dhakan; Kathryn Kasmarik; Philip Vance; Iñaki Rañó; Nazmul Siddique
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Fast and Accurate Tactile Object Recognition Using a Random Convolutional Kernel Transform

2023-12-05 | Conference paper
Contributors: John Doherty; Bryan Gardiner; Emmett Kerr; Nazmul Siddique
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Leveraging the meta-embedding for text classification in a resource-constrained language

Engineering Applications of Artificial Intelligence
2023-09 | Journal article
Contributors: Md. Rajib Hossain; Mohammed Moshiul Hoque; Nazmul Siddique
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Comparative Study of Activation Functions and Their Impact on the YOLOv5 Object Detection Model

2022 | Book chapter
Contributors: John Doherty; Bryan Gardiner; Emmett Kerr; Nazmul Siddique; Sunilkumar S. Manvi
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Active Vision-Based Attention Monitoring System for Non-Distracted Driving

IEEE Access
2021 | Journal article
Contributors: Lamia Alam; Mohammed Moshiul Hoque; M. Ali Akber Dewan; Nazmul Siddique; Inaki Rano; Iqbal H. Sarker
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Alcoholism Detection from 2D Transformed EEG Signal

2021 | Book chapter
Contributors: Jannatul Ferdous Srabonee; Zahrul Jannat Peya; M. A. H. Akhand; N. Siddique
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Estimation of Road Boundary for Intelligent Vehicles Based on DeepLabV3+ Architecture

IEEE Access
2021 | Journal article
Contributors: Sunanda Das; Awal Ahmed Fime; Nazmul Siddique; M. M. A. Hashem
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Open-Ended Continuous Learning of Compound Goals

IEEE Transactions on Cognitive and Developmental Systems
2021-06 | Journal article
Contributors: Paresh Dhakan; Kathryn Kasmarik; Inaki Rano; Nazmul Siddique
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Facial Emotion Recognition Using Transfer Learning in the Deep CNN

Electronics
2021-04-27 | Journal article
Contributors: M. A. H. Akhand; Shuvendu Roy; Nazmul Siddique; Md Abdus Samad Kamal; Tetsuya Shimamura
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Handwritten Numeral Superposition to Printed Form Using Convolutional Auto-Encoder and Recognition Using Convolutional Neural Network

2020 | Book chapter
Contributors: M. I. R. Shuvo; M. A. H. Akhand; N. Siddique
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Human Age Prediction from Facial Image Using Transfer Learning in Deep Convolutional Neural Networks

2020 | Book chapter
Contributors: M. A. H. Akhand; Md. Ijaj Sayim; Shuvendu Roy; N. Siddique
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A dynamic ensemble learning algorithm for neural networks

Neural Computing and Applications
2020-06-29 | Journal article
Contributors: Kazi Md. Rokibul Alam; Nazmul Siddique; Hojjat Adeli
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Discrete Spider Monkey Optimization for Travelling Salesman Problem

Applied Soft Computing
2020-01 | Journal article
Contributors: M.A.H. Akhand; Safial Islam Ayon; S.A. Shahriyar; N. Siddique; H. Adeli
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Optimization of University Course Scheduling Problem using Particle Swarm Optimization with Selective Search

Expert Systems with Applications
2019-08 | Journal article
Contributors: Sk. Imran Hossain; M.A.H. Akhand; M.I.R. Shuvo; N. Siddique; H. Adeli
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Nature-Inspired Chemical Reaction Optimisation Algorithms

Cognitive Computation
2017-08 | Journal article
Contributors: Nazmul Siddique; Hojjat Adeli
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Peer review (4 reviews for 2 publications/grants)

Review activity for Computers in biology and medicine. (1)
Review activity for Healthcare analytics. (3)