Md Abdus Salam Siddique
This is a likely match — the affiliation was inferred from OpenAlex, ORCID, and web sources but has not been fully confirmed. Treat with appropriate caution.
Researcher
Also affiliated: Gono University (2018); Southern Arkansas University Tech (2026); Dhaka Medical College and Hospital (2016–2023)
Faculty Researcher
Research Areas
Links
Biography and Research Information
OverviewAI-generated summary
Md Abdus Salam Siddique's research interests encompass machine learning applications, particularly in areas such as disease detection and entity resolution. He has investigated the use of convolutional neural networks for disease detection in aquaculture and explored machine learning algorithms for toxicity classification on music lyrics. His work also includes developing graph-based unsupervised entity resolution methods, such as ModER, which utilizes composite modularity optimization and locality-sensitive hashing. Siddique has also published on privacy-preserving retrieval-augmented generation (RAG) systems for personal document question answering and has a publication related to corneal clarity after phacoemulsification.
Metrics
- h-index: 2
- Publications: 12
- Citations: 40
Selected Publications
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ATU-Tutor: A RAG-Based Socratic Tutoring System with Agentic AI Adaptive Assessment (2026)
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Graph-Constrained Privacy-Preserving Entity Resolution with Algebraic Identity Lifecycle: An Experimental Study (2026)
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Privacy-Preserving RAG System for Personal Document Question Answering (2026)
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Enhancing Disease Detection in the Aquaculture Sector Using Convolutional Neural Networks Analysis (2025)
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ModER: Graph-based Unsupervised Entity Resolution using Composite Modularity Optimization and Locality Sensitive Hashing (2022)
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Toxicity Classification on Music Lyrics Using Machine Learning Algorithms (2021)
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Graph-Based Hierarchical Record Clustering for Unsupervised Entity Resolution (2012)
Collaboration Network
Top Collaborators
- Enhancing Disease Detection in the Aquaculture Sector Using Convolutional Neural Networks Analysis
- Toxicity Classification on Music Lyrics Using Machine Learning Algorithms
- Privacy-Preserving RAG System for Personal Document Question Answering
- Graph-Constrained Privacy-Preserving Entity Resolution with Algebraic Identity Lifecycle: An Experimental Study
- Toxicity Classification on Music Lyrics Using Machine Learning Algorithms
- Toxicity Classification on Music Lyrics Using Machine Learning Algorithms
- ModER: Graph-based Unsupervised Entity Resolution using Composite Modularity Optimization and Locality Sensitive Hashing
- ModER: Graph-based Unsupervised Entity Resolution using Composite Modularity Optimization and Locality Sensitive Hashing
- ModER: Graph-based Unsupervised Entity Resolution using Composite Modularity Optimization and Locality Sensitive Hashing
- Enhancing Disease Detection in the Aquaculture Sector Using Convolutional Neural Networks Analysis
- Enhancing Disease Detection in the Aquaculture Sector Using Convolutional Neural Networks Analysis
- Graph-Constrained Privacy-Preserving Entity Resolution with Algebraic Identity Lifecycle: An Experimental Study
- ATU-Tutor: A RAG-Based Socratic Tutoring System with Agentic AI Adaptive Assessment
- ATU-Tutor: A RAG-Based Socratic Tutoring System with Agentic AI Adaptive Assessment
- ATU-Tutor: A RAG-Based Socratic Tutoring System with Agentic AI Adaptive Assessment
- ATU-Tutor: A RAG-Based Socratic Tutoring System with Agentic AI Adaptive Assessment
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