Call for book chapter proposals:
- AI for Security: https://mdkzaman.com/call-book-chapter-proposals-aisec/
- Neuro-Symbolic AI:
https://daselab.cs.ksu.edu/content/call-book-chapter-proposals-compendium-neuro-symbolic-artificial-intelligence
Book
- 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
- 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
- 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.
- 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
- 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
- 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
- Pascal Hitzler, Federico Bianchi, Monireh Ebrahimi, Md Kamruzzaman Sarker. Neural-Symbolic Integration and the Semantic Web. Semantic Web 11 (1), 2020, 3-11.
- 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
- 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
- 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
- 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
- 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.
- 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
- 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.
- 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
- 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
- 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.
- 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
- 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.
- 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
- 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.
- 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
- 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.
- 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
- 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
- Md Kamruzzaman Sarker, Md Arifuzzaman. Emotion Recognition from Speech. B.Sc. thesis, Khulna University of Engineering & Technology, 2013.