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Md Abdullah Al Kafi

Daffodil International University

Dhaka

Bangladesh

SCHOLARLY PAPERS

9

DOWNLOADS

213

TOTAL CITATIONS

0

Scholarly Papers (9)

1.

Less Is More: An Explainable AI Framework for Lightweight Malaria Classification

Number of pages: 13 Posted: 26 Nov 2025
Md Abdullah Al Kafi, Raka Moni and Sumit Kumar Banshal
Daffodil International University, Daffodil International University and Alliance University
Downloads 47 (1,133,231)

Abstract:

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Explainable Artificial Intelligence, Image Processing, Machine Learning, Deep learning, Ensemble Method, Medical Informatics'

2.

EMFE: Efficient Mathematical Feature Extraction for Malaria Cell Classification

Number of pages: 20 Posted: 15 Apr 2026 Last Revised: 18 Apr 2026
Daffodil International University, Daffodil International University, Alliance University and Alliance University
Downloads 27 (1,436,435)

Abstract:

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Explainable artificial intelligence, Medical informatics, image processing, machine learning, Deep Learning, Ensemble Method

3.

Congestion-Triggered Entanglement Distillation: A Bandwidth-Adaptive Protocol for Memory-Limited Quantum Repeaters

Number of pages: 13 Posted: 14 Apr 2026
MD. Nurol Amin, Raka Moni, Hirankur Dewan and Md Abdullah Al Kafi
Daffodil International University, Daffodil International University, Daffodil International University and Daffodil International University
Downloads 26 (1,436,435)

Abstract:

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Quantum Computing, QKD, Entanglement Distillation, Quantum Repeaters

4.

From Efficiency to Remorse: Tracing the Cognitive Costs of Generative AI in Technical Education

Number of pages: 17 Posted: 14 Apr 2026
Md Abdullah Al Kafi and Raka Moni
Daffodil International University and Daffodil International University
Downloads 24 (1,526,714)

Abstract:

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Generative AI, AI reliance, Critical engagement, Cognitive reduction, Skill loss awareness, Higher education, Dual-pathway model

5.

A Model-Agnostic Rapid Prototyping Framework for Image Processing at the Edge

Number of pages: 18 Posted: 24 Feb 2026
Daffodil International University, Daffodil International University, Daffodil International University, Daffodil International University, Daffodil International University and Daffodil International University
Downloads 23 (1,459,862)

Abstract:

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Image processing, Deep Learning Deployment, Mobile Edge Computing, Rapid Prototyping, Cross-Platform Framework

6.

LowResNLTK

Number of pages: 12 Posted: 21 Feb 2026
Md Abdullah Al Kafi, Raka Moni and Supta Das Dip
Daffodil International University, Daffodil International University and Daffodil International University
Downloads 19 (1,470,786)

Abstract:

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low resource language, Natural Language Processing, multi lingual nlp

7.

GCHM: A Neurosymbolic Memory Hierarchy for Autonomous Agents

Number of pages: 19 Posted: 20 Jan 2026
Md Abdullah Al Kafi and Raka Moni
Daffodil International University and Daffodil International University
Downloads 19 (1,509,872)

Abstract:

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Retrieval-Augmented Generation (RAG), Small Language Models, Graph Neural Networks, Autonomous Agents, Context Alignment.

8.

Measuring the Invisible: AI-Powered Assessment of Student Mental States in the Age of Generative AI

Number of pages: 31 Posted: 24 Apr 2026
Md Abdullah Al Kafi, Raka Moni and Md Mahfujur Rahman
Daffodil International University, Daffodil International University and Daffodil International University
Downloads 14 (1,548,648)

Abstract:

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Generative AI in Education, AI Reliance, Metacognitive Awareness, Psychological Effects of AI-Assisted Learning, Student Cognitive and Emotional Responses

9.

EDGEVAL: A Model-Agnostic Framework for Multi-Model Testing and Real-Time Benchmarking Simultaneous

Number of pages: 8 Posted: 24 Mar 2026
Daffodil International University, Daffodil International University, Daffodil International University, Daffodil International University and Daffodil International University
Downloads 14 (1,534,404)

Abstract:

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Edge Computing, On-Device AI, Model Benchmarking Framework