Publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2026

  1. NAI
    Towards a Neurosymbolic Understanding of Hidden Neuron Activations
    Abhilekha Dalal, Rushrukh Rayan, Adrita Barua, and 6 more authors
    Neurosymbolic Artificial Intelligence, Jan 2026
    Paper Link
  2. ICTIS
    Advancing Neuroimaging Diagnostics: The Role of Transformers in Alzheimer’s and Parkinson’s Detection
    Staphord Bengesi, Hoda El-Sayed, and Md Kamruzzaman Sarker
    In ICT for Intelligent Systems: Proceedings of ICTIS 2025, Volume 13, 2026
    Paper Link
  3. ICTIS
    Leveraging Machine Learning for Dynamic Health Insurance Pricing Based on Risk Assessment
    Maysha Fahmida, Mst Ridika Mesbahul, Reza Amini, and 2 more authors
    In ICT for Intelligent Systems: Proceedings of ICTIS 2025, Volume 13, 2026
    Paper Link Code

2025

  1. Book Ch.
    Individual CNN Hidden-Layer Neurons Are Good Concept Encoders
    Abhilekha Dalal, Rushrukh Rayan, Adrita Barua, and 5 more authors
    In Handbook on Neurosymbolic AI and Knowledge Graphs, 2025
    Paper Link
  2. JMASIF
    Multi-Level Secure Image Cryptosystem Using Logistic Map Chaos: Entropy, Correlation, and 3D Histogram Validation
    Anidya Nur Latifa, Christy Atika Sari, Eko Hari Rachmawanto, and 1 more author
    Jurnal Masyarakat Informatika, Nov 2025
    Paper Link
  3. BEEI
    Hybrid Image Encryption Using Quantum Bit-Plane Scrambling and Discrete Wavelet Transform
    Eko Hari Rachmawanto, Ajib Susanto, Didik Hermanto, and 3 more authors
    Bulletin of Electrical Engineering and Informatics, Jun 2025
    Paper Link
  4. Jutif
    Securing Medical Images Using Discrete Wavelet Transform (DWT) and Singular Value Decomposition (SVD) for Image Steganography
    Elkaf Rahmawan Pramudya, L. Budi Handoko, Budi Harjo, and 5 more authors
    Jurnal Teknik Informatika (Jutif), May 2025
    Paper Link
  5. ISI
    Development of an Automatic Watering System and Plant Growth Monitoring for Hydroponic Chili Production Using Neural Networks
    Ibnu Utomo Wahyu Mulyono, Eko Hari Rachmawanto, Karis Widyatmoko, and 3 more authors
    Ingénierie des Systèmes d’Information, Jan 2025
    Paper Link
  6. JCSC
    A Social Media Analysis of the July 2025 Bangladesh Uprising
    Maysha Fahmida, Md Kamruzzaman Sarker, and Fahmina Nur Salma
    Journal of Computing Sciences in Colleges, Oct 2025
    Paper Link
  7. AIRC
    Application of Machine Learning-NLP Approach with Fully Homomorphic Encryption Techniques in Medical PII Data
    Uchenna Ndolo, Hoda El-Sayed, and Md Kamruzzaman Sarker
    In 6th International Conference on Artificial Intelligence, Robotics and Control (AIRC), May 2025
    Paper Link

2024

  1. Book
    Data Driven Approaches on Medical Imaging
    2024
    Paper Link
  2. IEEE Access
    Advancements in Generative AI: A Comprehensive Review of GANs, GPT, Autoencoders, Diffusion Model, and Transformers
    Staphord Bengesi, Hoda El-Sayed, Md Kamruzzaman Sarker, and 3 more authors
    IEEE Access, 2024
    Paper Link
  3. Sem. Web
    Neuro-Symbolic AI and the Semantic Web
    Pascal Hitzler, Monireh Ebrahimi, Md Kamruzzaman Sarker, and 1 more author
    Semantic Web, 2024
    Editorial for special issue on Neuro-Symbolic AI and the Semantic Web
    Paper Link
  4. NAI
    Neuro-Symbolic Methods for Trustworthy AI: A Systematic Review with a Focus on Interpretability
    Cyprien Michel–Delétie and Md Kamruzzaman Sarker
    Neurosymbolic Artificial Intelligence, 2024
    In press; special issue on Trustworthy Neurosymbolic AI
    Paper Link
  5. TELKOMNIKA
    A High Accuracy of Deep Learning Based CNN Architecture: Classic, VGGNet, and ResNet50 for Covid-19 Image Classification
    Ibnu Utomo Wahyu Mulyono, Eko Hari Rachmawanto, Christy Atika Sari, and 1 more author
    TELKOMNIKA (Telecommunication Computing Electronics and Control), Oct 2024
    Paper Link
  6. TELKOMNIKA
    An Image Encryption Based on Fibonacci Sequence and Fusion of Advanced Encryption Standard-Least Significant Bit Method
    Purwanto Purwanto, Aris Marjuni, Erna Zuni Astuti, and 4 more authors
    TELKOMNIKA (Telecommunication Computing Electronics and Control), Dec 2024
    Paper Link
  7. JCSC
    Malware Detection in Android Phone
    Dawn Marshall and Md Kamruzzaman Sarker
    Journal of Computing Sciences in Colleges, Oct 2024
    Paper Link
  8. JCSC
    Mobile Application for Object Recognition for Visually Impaired People
    Isha Salma Renner, Omobolanle Favour Niyiowoeye, Christopher Miller, and 2 more authors
    Journal of Computing Sciences in Colleges, Oct 2024
    Paper Link
  9. JCSC
    SightAssist: Mobile App for Object Recognition and Navigation for the Visually Impaired
    Tarron Montgomery, Brandon Wiggins, Malachi Gray, and 2 more authors
    Journal of Computing Sciences in Colleges, Oct 2024
    Paper Link
  10. ICCA
    Hybrid of Deep Learning and Transformer Models with Explainable AI for Enhanced Parkinson’s Disease Detection
    Staphord Bengesi, Hoda El-Sayed, and Md Kamruzzaman Sarker
    In International Conference on Computing Advancements (ICCA), Dec 2024
    Paper Link
  11. ICCA
    Transformer-Based Hybrid Model for DICER1 Syndrome Classification
    Sahar Almenwer, Hoda El-Sayed, and Md Kamruzzaman Sarker
    In International Conference on Computing Advancements (ICCA), Dec 2024
    Paper Link
  12. ICCSEA
    Comparative Analysis of Mel-Frequency Cepstral Coefficients and Wavelet-Based Audio Signal Processing for Emotion Detection and Mental Health Assessment in Spoken Speech
    Agbo Idoko, Hoda El-Sayed, and Md Kamruzzaman Sarker
    In International Conference on Computer Science, Engineering and Applications (ICCSEA) / SPPR, 2024
    Paper Link
  13. IoTaIS
    Microscopic Hematological Image Classification with Captions Using Few-Shot Learning in Data-Scarce Environments
    Tanvi Patel, Hoda El-Sayed, and Md Kamruzzaman Sarker
    In IEEE International Conference on Internet of Things and Intelligence System (IoTaIS), Nov 2024
    Also presented as "Hematology Imaging Classification: Few-Shot Learning of CLIP and its Biomedical Variants"
    Paper Link
  14. FRUCT
    Evaluating Vision-Language Models for Hematology Image Classification: Performance Analysis of CLIP and its Biomedical AI Variants
    Tanvi Patel, Hoda El-Sayed, and Md Kamruzzaman Sarker
    In IEEE Conference of Open Innovations Association (FRUCT), Oct 2024
    Paper Link
  15. MICAD
    Classification Method in Vision Transformer with Explainability in Medical Images for Lung Neoplasm Detection
    Sahar Almenwer, Hoda El-Sayed, and Md Kamruzzaman Sarker
    In International Conference on Medical Imaging and Computer-Aided Diagnosis (MICAD), 2024
    Paper Link
  16. FRUCT
    Detection of Pleuropulmonary Blastoma at an Early Stage Using Vision Transformer Model
    Sahar Almenwer, Hoda El-Sayed, and Md Kamruzzaman Sarker
    In 35th IEEE Conference of Open Innovations Association (FRUCT), Apr 2024
    Paper Link
  17. CSCI
    Interpretable Machine Learning: A Survey of Current Techniques
    Rachel Bonas and Md Kamruzzaman Sarker
    In 11th International Conference on Computational Science and Computational Intelligence (CSCI), Dec 2024
    Paper Link
  18. CSCI
    Detection of DICER1 Mutation at an Early Stage Using UniCNN Model
    Sahar Almenwer, Hoda El-Sayed, and Md Kamruzzaman Sarker
    In 11th International Conference on Computational Science and Computational Intelligence (CSCI), Dec 2024
    Paper Link
  19. CSCI
    Predicting Parkinson’s Disease with Explainability: A Hybrid Deep Learning Approach Utilizing Voice Dataset
    Staphord Bengesi, Hoda El-Sayed, and Md Kamruzzaman Sarker
    In 11th International Conference on Computational Science and Computational Intelligence (CSCI), Dec 2024
    Paper Link
  20. CSCI
    Training Swin Transformer-Based GAN for High-Resolution Blood Cell Imaging with Limited Data
    Tanvi Patel, Hoda El-Sayed, Md Kamruzzaman Sarker, and 2 more authors
    In 11th International Conference on Computational Science and Computational Intelligence (CSCI), Dec 2024
    Paper Link
  21. NeSy
    On the Value of Labeled Data and Symbolic Methods for Hidden Neuron Activation Analysis
    Abhilekha Dalal, Rushrukh Rayan, Adrita Barua, and 3 more authors
    In Neural-Symbolic Learning and Reasoning: 18th International Conference (NeSy), Sep 2024
    Paper Link
  22. FRUCT
    EfficientSwin: A Hybrid Model for Blood Cell Classification with Saliency Maps Visualization
    Tanvi Patel, Hoda El-Sayed, and Md Kamruzzaman Sarker
    In 35th IEEE Conference of Open Innovations Association (FRUCT), Apr 2024
    Paper Link
  23. iSemantic
    A Chaotic Image Encryption Based on Random Noise and Arnold Cat Maps
    Christy Atika Sari, Eko Hari Rachmawanto, Wellia Shinta Sari, and 6 more authors
    In IEEE International Seminar on Application for Technology of Information and Communication (iSemantic), Sep 2024
    Paper Link

2023

  1. Book
    Compendium of Neuro-Symbolic Artificial Intelligence
    2023
    Paper Link
  2. IJECE
    Improved Javanese Script Recognition Using Custom Model of Convolution Neural Network
    Ajib Susanto, Ibnu Utomo Wahyu Mulyono, Christy Atika Sari, and 3 more authors
    International Journal of Electrical and Computer Engineering (IJECE), 2023
    Paper Link
  3. JCTA
    Butterflies Recognition Using Enhanced Transfer Learning and Data Augmentation
    Harish Trio Adityawan, Omar Farroq, Stefanus Santosa, and 2 more authors
    Journal of Computing Theories and Applications, 2023
    Paper Link
  4. JCTA
    Image Encryption Using Half-Inverted Cascading Chaos Cipheration
    De Rosal Ignatius Moses Setiadi, Robet Robet, Octara Pribadi, and 2 more authors
    Journal of Computing Theories and Applications, 2023
    Paper Link
  5. JWS
    Towards Human-Compatible XAI: Explaining Data Differentials with Concept Induction over Background Knowledge
    Cara Leigh Widmer, Md Kamruzzaman Sarker, Srikanth Nadella, and 6 more authors
    Journal of Web Semantics, Dec 2023
    Paper Link Code
  6. DeLTA
    Vision Transformers for Galaxy Morphology Classification: Fine-Tuning Pre-trained Networks vs. Training from Scratch
    Rahul Kumar, Md Kamruzzaman Sarker, and Sheikh Rabiul Islam
    In Deep Learning Theory and Applications: 4th International Conference (DeLTA), Jul 2023
    Paper Link
  7. FLAIRS
    Evaluating Fairness in Predictive Policing Using Domain Knowledge
    Ava Downey, Sheikh Rabiul Islam, and Md Kamruzzaman Sarker
    In The International FLAIRS Conference Proceedings, May 2023
    Paper Link

2022

  1. Book
    Neuro-Symbolic Artificial Intelligence: The State of the Art
    2022
    Paper Link
  2. MLWA
    Behavioral Recommendation Engine Driven by Only Non-Identifiable User Data
    Kishor Datta Gupta, Nafiz Sadman, Akib Sadmanee, and 2 more authors
    Machine Learning with Applications, 2022
    Paper Link
  3. PoPETs
    Neural Fuzzy Extractors: A Secure Way to Use Artificial Neural Networks for Biometric User Authentication
    Abhishek Jana, Bipin Paudel, Md Kamruzzaman Sarker, and 3 more authors
    Proceedings on Privacy Enhancing Technologies, 2022
    Paper Link
  4. NSR
    Neuro-Symbolic Approaches in Artificial Intelligence
    Pascal Hitzler, Aaron Eberhart, Monireh Ebrahimi, and 2 more authors
    National Science Review, 2022
    Impact factor: 17.3
    Paper Link
  5. iSemantic
    Text Encryption Using Transform Dimension, Bit Plane Slicing, and Chaos System
    De Rosal Ignatius Moses Setiadi, Eko Hari Rachmawanto, Rahmawati Zulfiningrum, and 1 more author
    In IEEE International Seminar on Application for Technology of Information and Communication (iSemantic), Sep 2022
    Paper Link
  6. SCiP
    A Method for Using Concept Induction to Achieve Human-Understandable Explanations of Machine Learning Image Classifications
    Cara Leigh Widmer, Md Kamruzzaman Sarker, Srikanth Nadella, and 4 more authors
    In 52nd Annual Meeting of the Society for Computation in Psychology, Nov 2022
    Code
  7. arXiv
    A Low-Cost Humanoid Prototype Intended to Assist People with Disability Using Raspberry Pi
    Md Nayem Hasan Muntasir, Tariqul Islam Siam, and Md Kamruzzaman Sarker
    2022
    arXiv preprint arXiv:2210.08116
    Paper Link

2021

  1. Patent
    A Secure Way to Use Neural Networks for Biometric User Authentication
    George Amariucai, Abhishek Jana, Monireh Ebrahimi, and 2 more authors
    2021
    WIPO Patent WO2021188347A1, Kansas State University. Status: Published. US continuation: US20230103224A1 (filed 2021-03-11, published 2023-03-30, status: Abandoned). US divisional: US20260038302A1 (filed 2025-10-14, published 2026-02-05, status: Pending)
    Paper Link
  2. AI Comm.
    Neuro-Symbolic Artificial Intelligence: Current Trends
    Md Kamruzzaman Sarker, Lu Zhou, Aaron Eberhart, and 1 more author
    AI Communications, 2021
    Paper Link
  3. JAIS
    Sentiment Analysis on Indonesia Twitter Data Using Naïve Bayes and K-Means Method
    Ajib Susanto, Muhammad Atho’il Maula, Ibnu Utomo Wahyu Mulyono, and 1 more author
    Journal of Applied Intelligent System, May 2021
    Paper Link
  4. iSemantic
    Text Encryption Using Bi-Arnold Cat Map and Modulus Operation
    Eko Hari Rachmawanto, Rahmawati Zulfiningrum, and Md Kamruzzaman Sarker
    In IEEE International Seminar on Application for Technology of Information and Communication (iSemantic), 2021
    Paper Link
  5. AAAI-SS
    Neuro-Symbolic Deductive Reasoning for Cross-Knowledge Graph Entailment
    Monireh Ebrahimi, Md Kamruzzaman Sarker, Federico Bianchi, and 5 more authors
    In AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering, 2021
    Paper Link
  6. ESWC
    Expressibility of OWL Axioms with Patterns
    Aaron Eberhart, Cogan Shimizu, Sulogna Chowdhury, and 2 more authors
    In The Semantic Web: 18th International Conference (ESWC), 2021
    Paper Link

2020

  1. Sem. Web
    Neural-Symbolic Integration and the Semantic Web
    Pascal Hitzler, Federico Bianchi, Monireh Ebrahimi, and 1 more author
    Semantic Web, 2020
    Paper Link
  2. BEEI
    Triple Layer Image Security Using Bit-Shift, Chaos, and Stream Encryption
    Ajib Susanto, De Rosal Ignatius Moses Setiadi, Eko Hari Rachmawanto, and 4 more authors
    Bulletin of Electrical Engineering and Informatics, 2020
    Paper Link
  3. JPhysCS
    Securing Text Messages Using the Beaufort-Vigenere Hybrid Method
    E Sugiarto, De Rosal Ignatius Moses Setiadi, A Fahmi, and 4 more authors
    Journal of Physics: Conference Series, 2020
    Paper Link
  4. JPhysCS
    LSB-based Bit Flipping Methods for Color Image Steganography
    E Z Astuti, De Rosal Ignatius Moses Setiadi, Eko Hari Rachmawanto, and 2 more authors
    Journal of Physics: Conference Series, 2020
    Paper Link
  5. JPhysCS
    Robust IHWT-CRT Image Watermarking Using YCbCr Color Space
    Christy Atika Sari, Utariyanto, De Rosal Ignatius Moses Setiadi, and 2 more authors
    Journal of Physics: Conference Series, Mar 2020
    Paper Link
  6. KGSWC
    Wikipedia Knowledge Graph for Explainable AI
    Md Kamruzzaman Sarker, Joshua Schwartz, Pascal Hitzler, and 6 more authors
    In Knowledge Graph and Semantic Web Conference (KGSWC), 2020
    Paper Link Code
  7. PhD Thesis
    Towards Explainable Artificial Intelligence (XAI) Based on Contextualizing Data with Knowledge Graphs
    Md Kamruzzaman Sarker
    Kansas State University, 2020
    Paper Link

2019

  1. AAAI
    Efficient Concept Induction for Description Logics
    Md Kamruzzaman Sarker and Pascal Hitzler
    In The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI), 2019
    Paper Link Code
  2. ICOIACT
    A Comparative Study MD5 and SHA1 Algorithms to Encrypt REST API Authentication on Mobile-Based Application
    De Rosal Ignatius Moses Setiadi, Afif Faishal Najib, Eko Hari Rachmawanto, and 3 more authors
    In IEEE International Conference on Information and Communications Technology (ICOIACT), 2019
    Paper Link
  3. iSemantic
    Secure Reversible Data Hiding in the Medical Image Using Histogram Shifting and RC4 Encryption
    De Rosal Ignatius Moses Setiadi, Muhammad Fadhil, Eko Hari Rachmawanto, and 5 more authors
    In IEEE International Seminar on Application for Technology of Information and Communication (iSemantic), Sep 2019
    Paper Link

2018

  1. arXiv
    Reasoning over RDF Knowledge Bases Using Deep Learning
    Monireh Ebrahimi, Md Kamruzzaman Sarker, Federico Bianchi, and 3 more authors
    2018
    arXiv preprint arXiv:1811.04132
    Paper Link

2017

  1. ESWC
    Rule Based OWL Modeling with ROWLTab Protégé Plugin
    Md Kamruzzaman Sarker, Adila Krisnadhi, David Carral, and 1 more author
    In The Semantic Web: 14th International Conference (ESWC), 2017
    Paper Link Code
  2. NeSy
    Explaining Trained Neural Networks with Semantic Web Technologies: First Steps
    Md Kamruzzaman Sarker, Ning Xie, Derek Doran, and 2 more authors
    In 12th International Workshop on Neural-Symbolic Learning and Reasoning (NeSy), 2017
    Paper Link
  3. NeurIPS-WS
    Relating Input Concepts to Convolutional Neural Network Decisions
    Ning Xie, Md Kamruzzaman Sarker, Derek Doran, and 2 more authors
    In NeurIPS Workshop on Interpreting, Explaining and Visualizing Deep Learning (IEVDL), 2017
    Paper Link

2016

  1. ISWC
    OWLAx: A Protégé Plugin to Support Ontology Axiomatization through Diagramming
    Md Kamruzzaman Sarker, Adila Alfa Krisnadhi, and Pascal Hitzler
    In ISWC 2016 Posters & Demonstrations Track, 15th International Semantic Web Conference (ISWC), 2016
    Paper Link Code
  2. ISWC
    Modeling OWL with Rules: The ROWL Protégé Plugin
    Md Kamruzzaman Sarker, Adila Alfa Krisnadhi, and Pascal Hitzler
    In ISWC 2016 Posters & Demonstrations Track, 15th International Semantic Web Conference (ISWC), 2016
    Paper Link Code

2014

  1. ICIEV
    Emotion Recognition from Speech Based on Relevant Feature and Majority Voting
    Md Kamruzzaman Sarker, Kazi Md Rokibul Alam, and Md Arifuzzaman
    In International Conference on Informatics, Electronics & Vision (ICIEV), 2014
    Paper Link

2013

  1. B.Sc. Thesis
    Emotion Recognition from Speech
    Md Kamruzzaman Sarker and Md Arifuzzaman
    2013
    B.Sc. Thesis