Computer Science and Engineering

Mr. Md. Moinul Hoque

Research Interests

• Natural Language Processing
• Question Answering Systems
• Database Oriented Application
• Application of Deep Learning

Educational Background

• Master of Science (MSc), (CSE (Artificial Intelligence)), United International University
• Bachelor of Science (BSc), (Computer Science and Engineering), Ahsanullah University of Science and Technology

Honors and Achievements

• Reviewer, 6th International Conference on Information Systems and Management Science (ISMS 2023), NIT Raipur in collaboration with OP Jindal University (OPJU) Raigarh, India & University of Malta, Malta, SCOPUS indexed Springer LNNS, 2023
• Session Chair, Computer Networks Security and IoT, 24th International Conference on Computer and Information Technology, 2021
• Member Secretary, IT Support Subcommittee, 23rd International Conference on Computer and Information Technology, 2020
• Erasmus Mundus Scholarship, European Union, Sept 2012- Jun 2015 as Researcher at the Doctoral Level, 2012
• General Secretary, 13th International Conference on Computer and Information Technology, 2010
• Dean's List of Honour, Ahsanullah University of Science and Technology, 2003
• Certificate and Award of Recognition for the 9th position in terms of merit in Dhaka Board (SSC), Awarded by the Prime Minister of the Govt. of Bangladesh, 1995

Publications

• Advancing Abstractive Bangla Text Summarization: A Deep Learning Approach Using Seq2seq Encoder-Decoder Model and T5 Transformer, 5th International Conference on Sustainable Technologies for Industry 5.0, IEEExplore indexed, 2024
• Video-based Driver Distraction Detection using Transfer Learning: Bangladesh Perspective, International Conference on Advances in Computing, Communication, Electrical, and Smart Systems (iCACCESS), 8-9 March, Dhaka, Bangladesh, IEEExplore indexed, 2024
• Bengali Hateful Memes Detection: A Comprehensive Dataset and Deep Learning Approach, International Conference on Advances in Computing, Communication, Electrical, and Smart Systems (iCACCESS), 8-9 March, Dhaka, Bangladesh, IEEExplore indexed, 2024
• Intelligent Combination of Approaches Towards Improved Bangla Text Summarization, International Conference on Applied Intelligence and Sustainable Computing (ICAISC), India, IEEExplore Indexed, 2023
• Blended Learning Implementation at Ahsanullah University of Science and Technology – an Academic Quality Enhancer and a Savior During the Covid-19 Pandemic, 10th Pan-Commonwealth Forum on Open Learning (PCF10), Canada, 2022, 2022
• An Intelligent Approach Towards Legal Text-Documents Retrieval, 25th International Conference on Computer and Information Technology (ICCIT), 17-19 December, IEEEXplore Indexed, 2022
• Adrisya Sahayak: A Bangla Virtual Assistant for Visually Impaired, 2nd International Conference on Robotics, Electrical and Signal Processing, IEEExplore Indexed, 2021
• IoT Based Smart Home: A Machine Learning Approach, Proceeding of the 24th International Conference on Computer and Information Technology, Dhaka, IEEExplore Indexed, 2021
• The Impact of Technology-Enabled Learning Implementation at Ahsanullah University of Science and Technology, Online Institutional Repository for Learning Resources and Publications, Commonwealth of Learning, 2021
• Hybrid Text Summarizer for Bangla Document, International Journal of Computer Vision and Signal Processing, Vol: 10(1), 2020
• Question Answering System over Linked Data: A Detailed Survey, ABC Research Alert, 2020
• ABYS (Always By Your Side): A Virtual Assistant for Visually Impaired Persons, 2019 22nd International Conference on Computer and Information Technology, Dhaka, IEEExplore Indexed, 2019
• Scalable Micro-Service based Approach to FHIR Server with Golang and No-SQL, Proceedings of the 20th International Conference on Computer and Information Technology, 2017, IEEExplore Indexed, 2017
• A Heuristics-Based Keyword and Phrase Ranking in the Text Corpus for Question Answering Systems, Proceedings of the 20th International Conference on Computer and Information Technology, IEEExplore Indexed, 2017
• A Content-Aware Hybrid Architecture for Answering Questions from Open-domain Texts, Proceeding of the 19th International Conference on Computer and Information Technology, IEEExplore Indexed, 2016
• An Effective Approach for Relevant Paragraph Retrieval in Question Answering Systems, 18th International Conference on Computer and Information Technology, Dhaka, IEEExplore indexed, 2015
• An Ontological and Semantic Understanding-Based Model for Factoid Question Answering Systems, Proceedings of the 5th Jornadas de Informática, Universidade de Évora (JIUE2015), pp: 136-140, Portugal, 2015
• A Semantic Based Technique For Question Classification in Question Answering Systems - A Hybrid Approach, 2015 18th International Conference on Computer and Information Technology, Dhaka, IEEExplore Indexed, 2015
• SEMONTOQA: A Semantic Understanding- Based Ontological Framework for Factoid Question Answering, Proceedings of the Forum for Information Retrieval Evaluation (FIRE 2014), ACM Indexed, 2014
• A Novel Approach for Classification of Natural Language Questions in Question Answering System by Obtaining the Question Focus from a Syntactic Question Network Model and Detecting its Appropriate Contextual Sense, Proceedings of the 4th Jornadas de Informática, Universidade de Évora (JIUE2014), Portugal, pp: 130, 2014, 2014
• Classifying Questions in Question Answering System Using Finite State Machines with a Simple Learning Approach, Proceedings of the 27th Pacific Asia Conference on Language, Information, and Computation (PACLIC 27), 2013
• Information Retrieval Based on Extraction of Domain Specific Significant Keywords and Other Relevant Phrases from a Conceptual Semantic Network Structure, Proceedings of Forum for Information Retrieval Evaluation, India, 2013, 2013
• Identification of Appropriate Database Relations through Attributes Extracted from Natural Language Queries, International Conference on Informatics Engineering and Information Science, Springer CCIS, volume 252, 2011
• Architecture and weight optimization of ANN using sensitive analysis and adaptive particle swarm optimization, International Journal of Computer Science and Network Security, 2010
• Enriching Data-Intensive Domain-Ontologies for Useful Transformation of Natural Language Queries, IJCSNS, 2010
• Analysis of Relationships among Diverse Types of Software Attributes for Assessing Quality Factors of Gaming Software, IJCSNS, 2010
• Recognition of Attribute Value Phrases in Natural Language Queries to Databases, 3rd International Conference on Data Management, (Innovations, Advances in Data Management), 2010
• Isolating Significant Phrases in Common Natural Language Queries to Databases, 11th International Conference on Computer and Information Technology, IEEExplore Indexed, 2008
• An Evolutionary Approach to Find an Intelligent Traffic Control System for a Single Crossing Site, 2007
• A Comparison of Distributed Transaction Technologies and Protocols for Mobile Database Systems, 2007