Publications

Call for book chapter proposals:

Book

  1. Pascal Hitzler, Md Kamruzzaman Sarker Aaron Eberhart (eds.), Compendium of Neuro-Symbolic Artificial Intelligence. Frontiers of Artificial Intelligence and Applications 369, IOS Press, Amsterdam, 2023. Book page: https://www.iospress.com/catalog/books/compendium-of-neurosymbolic-artificial-intelligence
  2. Pascal Hitzler, Md Kamruzzaman Sarker (eds.). Neuro-Symbolic Artificial Intelligence – The State of the Art. Frontiers in Artificial Intelligence and Applications Vol. 342, IOS Press, Amsterdam. Book page: https://www.iospress.com/catalog/books/neuro-symbolic-artificial-intelligence-the-state-of-the-art

Journal Articles

  1. Kishor Datta Gupta, Nafiz Sadman, Akib Sadmanee, Md Kamruzzaman Sarker, Roy George. Behavioral recommendation engine driven by only non-identifiable user data. Journal: Machine Learning with Applications. Volume 11, issue 4, pp. 86-104, DOI: https://doi.org/10.1016/j.mlwa.2022.100442.
  2. Abhishek Jana, Bipin Paudel, Md Kamruzzaman Sarker, Monireh Ebrahimi, Pascal Hitzler, George T Amariucai. Neural Fuzzy Extractors: A Secure Way to Use Artificial Neural Networks for Biometric User Authentication. Journal: Proceedings on Privacy Enhancing Technologies. Volume 2022, issue 4, pp. 86-104, DOI: https://doi.org/10.56553/popets-2022-0100
  3. Md Kamruzzaman Sarker, Lu Zhou, Aaron Eberhart, and Pascal Hitzler. Neuro-Symbolic Artificial Intelligence: Current Trends. AI Communications, vol. 34, no. 3, pp. 197-209, 2021, DOI: 10.3233/AIC-210084
  4. Pascal Hitzler, Aaron Eberhart, Monireh Ebrahimi, Md Kamruzzaman Sarker, Lu Zhou. Neuro-Symbolic Approaches in Artificial Intelligence. National Science Review. nwac035, https://doi.org/10.1093/nsr/nwac035
  5. Pascal Hitzler, Federico Bianchi, Monireh Ebrahimi, Md Kamruzzaman Sarker. Neural-Symbolic Integration and the Semantic Web. Semantic Web 11 (1), 2020, 3-11.
  6. Ajib Susanto, De Rosal Ignatius Moses Setiadi, Eko Hari Rachmawanto, Ibnu Utomo Wahyu Mulyono, Christy Atika Sari, Md Kamruzzaman Sarker, Musfiqur Rahman Sazal. Triple layer image security using bit-shift, chaos, and stream encryption. Bulletin of Electrical Engineering and Informatics, 2020, 9(3), pp. 980-987. DOI: https://doi.org/10.11591/eei.v9i3.2001

Conference Papers

  1. Rahul Kumar, Md Kamruzzaman Sarker, Sheikh Rabiul Islam. Vision Transformers for Galaxy Morphology Classification: Fine-Tuning Pre-trained Networks vs. Training from Scratch. International Conference on Deep Learning Theory and Applications, page: 115-125, Springer Nature Switzerland. https://link.springer.com/chapter/10.1007/978-3-031-39059-3_8
  2. Ava Downey, Sheikh Rabiul Islam, Md Kamruzzaman Sarker. Evaluating Fairness in Predictive Policing Using Domain Knowledge, The International FLAIRS Conference Proceedings, edition 36. https://journals.flvc.org/FLAIRS/article/download/133088/137751
  3. Eko Hari Rachmawanto, Rahmawati Zulfiningrum, Md Kamruzzaman Sarker. Text Encryption using Bi-Amold Cat Map and Modulus Operation. IEEE 2021 International Seminar on Application for Technology of Information and Communication (iSemantic). DOI: 10.1109/iSemantic52711.2021.9573175
  4. Monireh Ebrahimi, Md Kamruzzaman Sarker, Federico Bianchi, Ning Xie, Aaron Eberhart, Derek Doran, HyeongSik Kim, Pascal Hitzler: Neuro-Symbolic Deductive Reasoning for Cross-Knowledge Graph Entailment. In: Proceedings of AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering 2021.
  5. Aaron Eberhart, Cogan Shimizu, Sulogna Chowdhury, Md Kamruzzaman Sarker, and Pascal Hitzle: Expressibility of OWL Axioms with Patterns. In proceedings of The Semantic Web – 14th International Conference, ESWC 2021
  6. Md Kamruzzaman Sarker, Joshua Schwartz, Pascal Hitzler, Lu Zhou, Srikanth Nadella, Brandon Minnery, Ion Juvina, Michael L. Raymer, and William R. Aue. Wikipedia Knowledge Graph for Explainable AI. 2020. In: Proceedings of Knowledge Graph and Semantic Web Conference, KGSWC 2020.
  7. E Sugiarto, DRIM Setiadi, A Fahmi, EH Rachmawanto, CA Sari, Md K Sarker, B Widjajanto. Securing Text Messages using the Beaufort-Vigenere Hybrid Method. Journal of Physics: Conference Series. Vol: 1577, Issue: 1
  8. Astuti, E.Z., Setiadi, D.R.I.M., Rachmawanto, E.H., Sari, C.A., Md. Kamruzzaman Sarker. LSB-based Bit Flipping Methods for Color Image Steganography. Journal of Physics: Conference Series, 2020, 1501(1), 012019
  9. Md Kamruzzaman Sarker, Pascal Hitzler, Efficient Concept Induction for Description Logics. The Thirty-Third AAAI Conference on Artificial Intelligence, AAAI 2019, The Thirty-First Innovative Applications of Artificial Intelligence Conference, IAAI 2019, The Ninth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019, Honolulu, Hawaii, USA, January 27 – February 1, 2019. AAAI Press 2019, pp. 3036-3043.
  10. De Rosal Ignatius Moses Setiadi, Afif Faishal Najib, Eko Hari Rachmawanto, Christy Atika Sari, Kamruzzaman Sarker, Nova Rijati. A comparative study MD5 and SHA1 algorithms to encrypt REST API authentication on mobile-based application. IEEE 2019 International Conference on Information and Communications Technology, ICOIACT 2019, pp. 206-211, 8938570. DOI: 10.1109/ICOIACT46704.2019.8938570
  11. Md Kamruzzaman Sarker, Adila Krisnadhi, David Carral, and Pascal Hitzler. Rule based OWL Modeling with ROWLTab Protege Plugin. The Semantic Web – 14th International Conference, ESWC 2017, Portoroz, Slovenia, May 28 – June 1, 2017, Proceedings, Part I, volume 10249 of Lecture Notes in Computer Science, pages 419-433, 2017.
  12. Md Kamruzzaman Sarker, Kazi Md Rokibul Alam, Md Arifuzzaman. Emotion recognition from speech based on relevant feature and majority voting. 2014 International Conference on Informatics, Electronics & Vision (ICIEV), Dhaka, 2014, pp. 1-5, doi: 10.1109/ICIEV.2014.6850685.

Workshop Papers

  1. Md Kamruzzaman Sarker, Ning Xie, Derek Doran, Michael Raymer, and Pascal Hitzler. Explaining trained neural networks with semantic web technologies: First steps. In Tarek R. Besold, Artur S. Garcez, and Isaac Noble, editors, Proceedings of the Twelfth International Workshop on Neural-Symbolic Learning and Reasoning, NeSy 2017, London, UK, July 17-18, 2017, volume 2003 of CEUR Workshop Proceedings. CEUR-WS.org, 2017.
  2. Ning. Xie, Md Kamruzzaman Sarker, Derek Doran, Pascal Hitzler, Michael L. Raymer. Relating Input Concepts to Convolutional Neural Network Decisions. In Thirty-first Conference on Neural Information Processing Systems NeurIPS 2017 Workshop: Interpreting, Explaining and Visualizing Deep Learning, NIPS IEVDL 2017. NIPS, CA, USA, 2017.

Poster & Demonstrations

  1. Md Kamruzzaman Sarker, Adila Alfa Krisnadhi, and Pascal Hitzler. Owlax: A Protege plugin to support ontology axiomatization through diagramming. Proceedings of the ISWC 2016 Posters & Demonstrations Track, 15th International Semantic Web Conference, Kobe, Japan, October 19, 2016.
  2. Md Kamruzzaman Sarker, Adila Alfa Krisnadhi, and Pascal Hitzler. Modeling OWL with Rules: The ROWL Protege Plugin. Proceedings of the ISWC 2016 Posters & Demonstrations Track,15th International Semantic Web Conference, Kobe, Japan, October 19, 2016.

Theses

  1. Md Kamruzzaman Sarker. Towards explainable artificial intelligence (XAI) based on contextualizing data with knowledge graphs. Ph.D. thesis, Kansas State University, 2020. Link: https://krex.k-state.edu/dspace/handle/2097/40945
  2. Md Kamruzzaman Sarker, Md Arifuzzaman. Emotion Recognition from Speech. B.Sc. thesis, Khulna University of Engineering & Technology, 2013.