Computer Science and Engineering

Mr. Faisal Muhammad Shah

Research Interests

• Machine Learning
• Computer Vision
• Deep Learning
• Natural Language Processing

Educational Background

• 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

• A Study of Contrastive Learning Methods for Bengali Social Analysis, 2024 6th International Conference on Electrical Engineering and Information & Communication Technology (ICEEICT), 2024
• Bengali fake reviews: A benchmark dataset and detection system, Neurocomputing, 2024
• Harnessing large language models over transformer models for detecting Bengali depressive social media text: A comprehensive study, Natural Language Processing Journal, 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
• Ben-Sarc: A self-annotated corpus for sarcasm detection from Bengali social media comments and its baseline evaluation, Natural Language Processing, 2024
• 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
• Bengali Music Genre Classification Using WaveNet, 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
• Bengali Cyberbullying Text Detection: A Comprehensive Study, 2023 26th International Conference on Computer and Information Technology (ICCIT), 2023
• Explainable Multimodal Sentiment Analysis on Bengali Memes, 2023 26th International Conference on Computer and Information Technology (ICCIT), 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
• Urgent Text Detection in Bengali Language Based on Boosting Techniques, International Conference on Fourth Industrial Revolution and Beyond 2021, 2022
• Video Captioning in Bengali With Visual Attention, 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
• 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
• Deep Learning Based Video Captioning in Bengali, 26th International Conference on Automation and Computing (ICAC) 2021, 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
• 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
• 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
• A Survey of Methods for Managing the Classification and Solution of Data Imbalance Problem, Journal of Computer Science, 2020
• A Transformer Based Approach To Detect Suicidal Ideation Using Pre-Trained Language Models, 23rd International Conference of Computer and Information Technology (ICCIT), 2020
• Bengali Image Captioning with Visual Attention, 23rd International Conference of Computer and Information Technology (ICCIT), 2020
• An Attention-based Approach to Detect Emotion from Tweets, 2020 3rd International Conference on Computer and Informatics Engineering (IC2IE)}, 2020
• Early Depression Detection from Social Network Using Deep Learning Techniques, 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
• EsharaGAN: An Approach to Generate Disentangle Representation of Sign Language using InfoGAN, 2020 IEEE Region 10 Symposium (TENSYMP), 2020
• Emotion Detection from Tweets using AIT-2018 Dataset, 2019 5th International Conference on Advances in Electrical Engineering (ICAEE), 2019
• 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
• Fake Review Detection using Principal Component Analysis and Active Learning, International Journal of Computer Applications, 2019
• A Novel Approach to Classify Bangla Sign Digits using Capsule Network, 2019 22nd International Conference on Computer and Information Technology (ICCIT), 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
• Using Boosting Approaches to Detect Spam Reviews, 2019 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT), 2019
• Brain Tumor Detection Using Convolutional Neural Network, 2019 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT), 2019
• Spam Review Detection Using Deep Learning, 2019 IEEE 10th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON), 2019
• An Efficient Ensemble Method for Cancer Detection, 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
• Artificial neural network based system for intrusion detection using clustering on different feature selection, International Journal of Computer Applications, 2015
• An Ensemble Framework of Anomaly Detection Using Hybridized Feature Selection Approach (HFSA), 2015 SAI Intelligent Systems Conference (IntelliSys), 2015
• Application of machine learning approaches in intrusion detection system: a survey, IJARAI-International Journal of Advanced Research in Artificial Intelligence, 2015
• 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
• Explore the Optimality Performances of Particle Swarm Optimization and its Variants, 3rd International Conference on Data Management, 2010
• Solving Short Term Load Forecasting using Neural Network and Particle Swarm Optimization, 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
• Collaborative lexicon development for Bangla, 2006
• An ideal approach towards Integration of Bangla Computing Support in OpenOffice. org using Unicode, 2005