MOHAMMAD AMIN

Publications

• Adjusted Dynamics of COVID-19 Pandemic due to Herd Immunity in Bangladesh
• Adjusted Dynamics of COVID-19 Pandemic Due to Herd Immunity in Bangladesh
• Observing the Unobserved: A Newspaper Based Dengue Surveillance System for the Low-Income Regions of Bangladesh
• Did national holidays accelerate COVID-19 diffusion in Bangladesh? A case study
• Adjusted Dynamics of COVID-19 Pandemic due to Herd Immunity in Bangladesh
• Interpretable deep learning algorithms for prokaryotic genome annotation
• Integration of Kalman filter in the epidemiological model: a robust approach to predict COVID-19 outbreak in Bangladesh
• Using deep learning for ultra-fast identification of V(D)J segments
• Emergence of Polarization and Marginalization in Online Education System of Bangladesh due to COVID-19: Challenges and Remedies
• Sentiment analysis in Bengali via transfer learning using multi-lingual BERT
• Integration of Kalman filter in the epidemiological model: a robust approach to predict COVID-19 outbreak in Bangladesh
• Integration of Kalman filter in the epidemiological model: a robust approach to predict COVID-19 outbreak in Bangladesh (Preprint)
• Challenges in Tracking the Risk of COVID-19 in Bangladesh: Evaluation of A Novel Method
• Ad-Hoc Monitoring of COVID-19 Global Research Trends for Well-Informed Policy Making
• MiRANN: A reliable approach for improved classification of precursor microRNA using Artificial Neural Network model
• Towards Multi-Wheel Input Device for Non-Visual Interaction
• Exploring Student Migration in Rural Region of Bangladesh
• Did national holidays accelerate COVID-19 diffusion during the first phase of the pandemic in Bangladesh?
• Connecting Mental Health with Sustainable Development Goals: Insights from Call Data of a Telephone Crisis Helpline in Bangladesh
• B-NER: A Novel Bangla Named Entity Recognition Dataset With Largest Entities and Its Baseline Evaluation
• Analysis on Lightning News and Correlation with Lightning Imaging Sensor (LIS) Data
• CADENCE: Conditional Anomaly Detection for Events Using Noise-Contrastive Estimation
• Deepannotator: Genome annotation with deep learning
• Country Based Financial Web Services.
• An Efficient Unicode based Sorting Algorithm for Bengali Words
• Computational identification of miRNA and targets from expressed sequence tags of coffee (Coffea arabica)
• A Novel Algorithm for the Comparison of Bangla Strings for Sorting According to the Rules of Bangla Academy
• Architectural Design of Bengali Text to Speech Synthesis Software with Sentence Analysis using Advanced Linguistic Processing Modules: Stemming, Phrase Analysis and Expansion Rules
• Language independent statistical approach for extracting keywords
• Prokaryotic coding regions have little if any specific depletion of Shine-Dalgarno motifs
• Ekushe Finance: A Financial Search Engine
• NanoBLASTer: Fast Alignment and Characterization of Oxford Nanopore Single Molecule Sequencing Reads
• Bengali Word Embeddings and It's Application in Solving Document Classification Problem
• Implementation of Subachan: Bengali text to Speech Synthesis Software
• Distributed memory caching for the fail safe computation to improve the Grid performance
• Bi-lingual audio assistance supported screen reading software for the people with visual impairments
• Concepts for Designing Algorithm in Quantum Computation
• An Effective Approach for Implementing e-Agriculture in Bangladesh
• WEBTracker: A Web Crawler for Maximizing Bandwidth Utilization
• Quantum Mechanics: The Driving Wheel of Quantum Computation
• Design and Development of the social Humanoid Robot named Ribo
• Re-annotation of 12,495 prokaryotic 16S rRNA 3’ends and analysis of Shine-Dalgarno and anti-Shine-Dalgarno sequences
• Sachetan: A Crowdsource-Based Personal Safety Application
• Bengali document clustering using word movers distance
• Pipilika N-gram Viewer: An Efficient Large Scale N-gram Model for Bengali
• Homology Based Sequence Alignment and Annotation Algorithms
• Algorithm for bengali keyword extraction
• SentiGOLD: A Large Bangla Gold Standard Multi-Domain Sentiment Analysis Dataset and Its Evaluation
• Augmenting Online Classes with an Attention Tracking Tool May Improve Student Engagement
• “What’s the Point of Having This Conversation?”: From a Telephone Crisis Helpline in Bangladesh to the Decolonization of Mental Health Services
• SentNoB: A dataset for analysing sentiment on noisy Bangla texts
• Transfer Learning Framework for Warping From Representations to Point of View (TWARP)
• Proceedings of the First Workshop on Bangla Language Processing (BLP-2023)
• Identification of Hate Tweets: Which Words Matter the Most?
• Cadence: Conditional anomaly detection for events using noise-contrastive estimation
• Foundation of Generative AI: Study Materials Connecting the Dots by Delving into 75 Years of NLP, ML and AI Research
• Specks: Spectrogram of Large Scale Knowledgebase for Interpreting Stereotypes in Dataset
• Integration of Kalman filter in the epidemiological model: A robust approach to predict COVID-19 outbreak in Bangladesh [J]
• BanLemma: A Word Formation Dependent Rule and Dictionary Based Bangla Lemmatizer
• Augmenting Online Classes with an Attention Tracking Tool May Improve Student Engagement
• B-NER: A Novel Bangla Named Entity Recognition Dataset with Largest Entities and Its Baseline Evaluation
• Stereotypical gender associations in language have decreased over time
• A Study on Using Semantic Word Associations to Predict the Success of a Novel
• HS-BAN: A Benchmark Dataset of Social Media Comments for Hate Speech Detection in Bangla
• Role of EXO1 nuclease activity in genome maintenance, the immune response and tumor suppression in Exo1D173A mice
• An Agent-Based Model for COVID-19 in Bangladesh
• SPOCK: Subjective Projection for Optimizing Deep Neural Classification Models Based on Contextual Representation From Large Knowledgebase
• Fighting against fake news during pandemic era: Does providing related news help student internet users to detect covid-19 misinformation?
• COVID19$α$: Interactive spatio-temporal visualization of COVID-19 symptoms through tweet analysis
• Exploring the Scope and Potential of Local Newspaper-based Dengue Surveillance in Bangladesh
• Learning Interpretable Forensic Representations via Local Window Modulation
• An Active Learning Framework for Trustworthy Classification over COVID-19 Multilingual Fake News Dataset
• Emergence of polarization and marginalization in online education system of Bangladesh due to COVID-19: challenges and policies to ensure inclusive education
• GCA-Net: Utilizing Gated Context Attention for Improving Image Forgery Localization and Detection
• BD-SHS: A Benchmark Dataset for Learning to Detect Online Bangla Hate Speech in Different Social Contexts
• A Comparative Study of Language Dependent Gender Bias in the Online Newspapers of Conservative, Semi-conservative and Western Countries
• Data-Driven Estimation of Effectiveness of COVID-19 Non-pharmaceutical Intervention Policies
• Technology and COVID-19: How Reliant is Society on Technology?
• Vio-lens: A novel dataset of annotated social network posts leading to different forms of communal violence and its evaluation
• Proceedings of KDD 2021 Workshop on Data-driven Humanitarian Mapping: Harnessing Human-Machine Intelligence for High-Stake Public Policy and Resilience Planning
• Blp-2023 task 1: Violence inciting text detection (vitd)
• Situating public speaking: The politics and poetics of the digital Islamic sermons in Bangladesh
• SentiGOLD: A large bangla gold standard multi-domain sentiment analysis dataset and its evaluation
• Peritraumatic Distress of COVID-19 on Physicians in Bangladesh: Implications and Policy Recommendations
• Towards solving the deepfake problem: An analysis on improving deepfake detection using dynamic face augmentation
• Syntax and Themes: How Context Free Grammar Rules and Semantic Word Association Influence Book Success
• ICCVW 2021
• Deepannotator: genome annotation with deep learning
• CVPRW 2022
• Pipilika n-gram viewer: an efficient large scale n-gram model for bengali
• WEBTracker
• Architectural Design of Bengali Text to Speech Synthesis Software” with Sentence Analysis using Advanced Linguistic Processing Modules: Stemming, Phrase Analysis and Expansion Rules
• Towards Containing COVID-19 Pandemic by Mining Knowledge from Scientific Literature and Social Media
• Design and Implementation of Mongol Dip: Software for the People with Visual Impairments
• Data, Annotation, and Meaning-Making: The Politics of Categorization in Annotating a Dataset of Faith-based Communal Violence
• Demonstration of Wheeler: A Three-Wheeled Input Device for Usable, Efficient, and Versatile Non-Visual Interaction
• Wheeler: A Three-Wheeled Input Device for Usable, Efficient, and Versatile Non-Visual Interaction
• Beyond Labels: Aligning Large Language Models with Human-Like Reasoning
• Empowering Meta-Analysis: Leveraging Large Language Models for Scientific Synthesis
• Distributed Reinforcement Learning for IoT Security in Heterogeneous and Distributed Networks
• BanglaDialecto: An End-to-End AI-Powered Regional Speech Standardization
• Ethical and Responsible Use of Generative AI in Education: Building a Large Language Model