Master of Science (MSc), (Computer Science and Engineering), United International University
Bachelor of Science (BSc), (Computer Science and Engineering), Ahsanullah University Of Science and Technology

Honors and Achievements

Best paper award in Machine Leaning session, 21st International Conference of Computer and Information Technology (ICCIT), Dhaka, Bangladesh, 2018, 2018

Publications

Bengali fake reviews: A benchmark dataset and detection system, Neurocomputing, 2024
Ben-Sarc: A self-annotated corpus for sarcasm detection from Bengali social media comments and its baseline evaluation, Natural Language Processing, 2024
A Deep Learning-Based Bengali Visual Question Answering System Using Contrastive Loss, 2024 6th International Conference on Electrical Engineering and Information & Communication Technology (ICEEICT), 2024
Harnessing large language models over transformer models for detecting Bengali depressive social media text: A comprehensive study, Natural Language Processing Journal, 2024
A Study of Contrastive Learning Methods for Bengali Social Analysis, 2024 6th International Conference on Electrical Engineering and Information & Communication Technology (ICEEICT), 2024
Bengali Music Genre Classification Using WaveNet, 2023 26th International Conference on Computer and Information Technology (ICCIT), 2023
Bengali Cyberbullying Text Detection: A Comprehensive Study, 2023 26th International Conference on Computer and Information Technology (ICCIT), 2023
Machine Learning Approaches and Analysis for Bangla Music Genre Classification, 2023 5th International Conference on Sustainable Technologies for Industry 5.0 (STI), 2023
Explainable Multimodal Sentiment Analysis on Bengali Memes, 2023 26th International Conference on Computer and Information Technology (ICCIT), 2023
Bengali Image Captioning Using Vision Encoder-Decoder Model, 2023 26th International Conference on Computer and Information Technology (ICCIT), 2023
Bengali Fake Review Detection using Semi-supervised Generative Adversarial Networks, 5th International Conference on Natural Language Processing (ICNLP), 2023
XTest: A Parallel Multilingual Corpus with Test Cases for Code Translation and Its Evaluation, 25th International Conference on Computer and Information Technology (ICCIT), 2022
Rate Insight: A Comparative Study on Different Machine Learning and Deep Learning Approaches for Product Review Rating Prediction in Bengali Language, 25th International Conference on Computer and Information Technology (ICCIT), 2022
Video Captioning in Bengali With Visual Attention, 25th International Conference on Computer and Information Technology (ICCIT), 2022
Urgent Text Detection in Bengali Language Based on Boosting Techniques, International Conference on Fourth Industrial Revolution and Beyond 2021, 2022
Bornon: Bengali Image Captioning with Transformer-Based Deep Learning Approach, SN Computer Science, 2022
A Deep Learning-Based Bengali Visual Question Answering System, 25th International Conference on Computer and Information Technology (ICCIT), 2022
Brain Tumor Segmentation using Enhanced U-Net Model with Empirical Analysis, 25th International Conference on Computer and Information Technology (ICCIT), 2022
A New Ensemble Model for Phishing Detection Based on Hybrid Cumulative Feature Selection, 2021 IEEE 11th IEEE Symposium on Computer Applications & Industrial Electronics (ISCAIE), 2021
Automated COVID‑19 Detection from Chest X‑Ray Images: A High‑Resolution Network (HRNet) Approach, Springer Nature Computer Science, 2021
A Comprehensive Survey of COVID-19 Detection Using Medical Images, SN Computer Science, 2021
De Novo Drug Property Prediction using Graph Convolutional Neural Networks, 2021 IEEE 9th Region 10 Humanitarian Technology Conference (R10-HTC), 2021
An Automated Approach for the Recognition of Bengali License Plates, 2021 International Conference on Electronics, Communications and Information Technology (ICECIT), 2021
Deep Learning Based Video Captioning in Bengali, 26th International Conference on Automation and Computing (ICAC) 2021, 2021
Hybridized Deep Learning Method for Bengali Image Captioning, International Journal of Advanced Computer Science and Applications(IJACSA), 2021
Exploring Video Captioning Techniques: A Comprehensive Survey on Deep Learning Methods, SN Computer Science, 2021
Bengali Image Captioning with Visual Attention, 23rd International Conference of Computer and Information Technology (ICCIT), 2020
Early Depression Detection from Social Network Using Deep Learning Techniques, 2020 IEEE Region 10 Symposium (TENSYMP), 2020
A Survey of Methods for Managing the Classification and Solution of Data Imbalance Problem, Journal of Computer Science, 2020
EsharaGAN: An Approach to Generate Disentangle Representation of Sign Language using InfoGAN, 2020 IEEE Region 10 Symposium (TENSYMP), 2020
A Hybridized Feature Extraction Approach To Suicidal Ideation Detection From Social Media Post, 2020 IEEE Region 10 Symposium (TENSYMP), 2020
An Attention-based Approach to Detect Emotion from Tweets, 2020 3rd International Conference on Computer and Informatics Engineering (IC2IE)}, 2020
A Transformer Based Approach To Detect Suicidal Ideation Using Pre-Trained Language Models, 23rd International Conference of Computer and Information Technology (ICCIT), 2020
Artificial Prognosis of Cardiac Disease using an NN: A Data-scientific Approach in Outlier Handling, 2019 4th International Conference on Electrical Information and Communication Technology (EICT), 2019
Emotion Detection from Tweets using AIT-2018 Dataset, 2019 5th International Conference on Advances in Electrical Engineering (ICAEE), 2019
A Novel Approach to Classify Bangla Sign Digits using Capsule Network, 2019 22nd International Conference on Computer and Information Technology (ICCIT), 2019
Fake Review Detection using Principal Component Analysis and Active Learning, International Journal of Computer Applications, 2019
An Efficient Ensemble Method for Cancer Detection, 2019
Spam Review Detection Using Deep Learning, 2019 IEEE 10th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON), 2019
Brain Tumor Detection Using Convolutional Neural Network, 2019 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT), 2019
Using Boosting Approaches to Detect Spam Reviews, 2019 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT), 2019
Brain Tumor Segmentation Techniques on Medical Images - A Review, International Journal of Scientific \& Engineering Research, 2019
Bengali Handwritten Alphabet Recognition using Deep Convolutional Neural Network, 2019 International Conference on Computer, Communication, Chemical, Materials and Electronic Engineering (IC4ME2), 2019
Sentiment analysis on large scale Amazon product reviews, International Conference on Innovative Research and Development (ICIRD), 2018
A Hybrid Under-Sampling Method (HUSBoost) to Classify Imbalanced Data, 2018 21st International Conference of Computer and Information Technology (ICCIT), 2018
Review spam detection using active learning, 2016 IEEE 7th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON), 2016
An ensemble approach to detect review spam using hybrid machine learning technique, 2016 19th International Conference on Computer and Information Technology (ICCIT), 2016
FP-ANK: An improvised intrusion detection system with hybridization of neural network and K-means clustering over feature selection by PCA, 2015 18th International Conference on Computer and Information Technology (ICCIT), 2015
Application of machine learning approaches in intrusion detection system: a survey, IJARAI-International Journal of Advanced Research in Artificial Intelligence, 2015
An Ensemble Framework of Anomaly Detection Using Hybridized Feature Selection Approach (HFSA), 2015 SAI Intelligent Systems Conference (IntelliSys), 2015
Artificial neural network based system for intrusion detection using clustering on different feature selection, International Journal of Computer Applications, 2015
Application of machine learning approaches in intrusion detection system: a survey, IJARAI-International Journal of Advanced Research in Artificial Intelligence, 2015
Explore the Optimality Performances of Particle Swarm Optimization and its Variants, 3rd International Conference on Data Management, 2010
Architecture and weight optimization of ann using sensitive analysis and adaptive particle swarm optimization, International Journal of Computer Science and Network Security, 2010
Solving Short Term Load Forecasting using Neural Network and Particle Swarm Optimization, 3rd International Conference on Data Management, 2010
Collaborative lexicon development for Bangla, 2006
An ideal approach towards Integration of Bangla Computing Support in OpenOffice. org using Unicode, 2005

Program

Research & Publications

Syllabus

Class Routine

Lab Info

Ahsanullah University of Science and Technology

Faculty of Engineering

Department of Computer Science and Engineering

Ahsanullah University of Science and Technology

141 & 142, Love Road, Tejgaon Industrial Area, Dhaka-1208

Tel. (8802) 8870422, Ext. 107, 114, Fax : (8802) 8870418

Email: info@aust.edu, regr@aust.edu

Contact Credits