Md. Kamruzzaman Sarker

According to our database, Md. Kamruzzaman Sarker authored at least 27 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

Neuro-symbolic AI and the semantic web.

Pascal Hitzler, Monireh Ebrahimi, Md. Kamruzzaman Sarker, Daria Stepanova

Semantic Web, 2024

Advancements in Generative AI: A Comprehensive Review of GANs, GPT, Autoencoders, Diffusion Model, and Transformers.

Staphord Bengesi, Hoda El-Sayed, Md. Kamruzzaman Sarker, Yao Houkpati, John Irungu, Timothy Oladunni

IEEE Access, 2024

On the Value of Labeled Data and Symbolic Methods for Hidden Neuron Activation Analysis.

Abhilekha Dalal, Rushrukh Rayan, Adrita Barua, Eugene Y. Vasserman, Md. Kamruzzaman Sarker, Pascal Hitzler

Proceedings of the Neural-Symbolic Learning and Reasoning - 18th International Conference, 2024

EfficientSwin: A Hybrid Model for Blood Cell Classification with Saliency Maps Visualization.

Tanviben Patel, Hoda El-Sayed, Md. Kamruzzaman Sarker

Proceedings of the 35th Conference of Open Innovations Association, 2024

Severe Weather Forecasting via the Sole Use of Satellite Data.

Brianna D'Urso, Sheikh Rabiul Islam, Md. Kamruzzaman Sarker, Ingrid Russell

Proceedings of the Thirty-Seventh International Florida Artificial Intelligence Research Society Conference, 2024

2023

Towards human-compatible XAI: Explaining data differentials with concept induction over background knowledge.

Cara Leigh Widmer, Md. Kamruzzaman Sarker, Srikanth Nadella, Joshua Fiechter, Ion Juvina, Brandon S. Minnery, Pascal Hitzler, Joshua Schwartz, Michael L. Raymer

J. Web Semant., December, 2023

Understanding CNN Hidden Neuron Activations Using Structured Background Knowledge and Deductive Reasoning.

Abhilekha Dalal, Md. Kamruzzaman Sarker, Adrita Barua, Eugene Y. Vasserman, Pascal Hitzler

CoRR, 2023

Explaining Deep Learning Hidden Neuron Activations using Concept Induction.

Abhilekha Dalal, Md. Kamruzzaman Sarker, Adrita Barua, Pascal Hitzler

CoRR, 2023

Evaluating Fairness in Predictive Policing Using Domain Knowledge.

Ava Downey, Sheikh Rabiul Islam, Md. Kamruzzaman Sarker

Proceedings of the Thirty-Sixth International Florida Artificial Intelligence Research Society Conference, 2023

Vision Transformers for Galaxy Morphology Classification: Fine-Tuning Pre-trained Networks vs. Training from Scratch.

Rahul Kumar, Md. Kamruzzaman Sarker, Sheikh Rabiul Islam

Proceedings of the Deep Learning Theory and Applications - 4th International Conference, 2023

2022

Neural Fuzzy Extractors: A Secure Way to Use Artificial Neural Networks for Biometric User Authentication.

Abhishek Jana, Bipin Paudel, Md. Kamruzzaman Sarker, Monireh Ebrahimi, Pascal Hitzler, George T. Amariucai

Proc. Priv. Enhancing Technol., 2022

A Low-cost Humanoid Prototype Intended to assist people with disability using Raspberry Pi.

Md. Nayem Hasan Muntasir, Tariqul Islam Siam, Md. Kamruzzaman Sarker

CoRR, 2022

2021

Neuro-Symbolic Artificial Intelligence: Current Trends.

Md. Kamruzzaman Sarker, Lu Zhou, Aaron Eberhart, Pascal Hitzler

CoRR, 2021

Neuro-symbolic artificial intelligence.

Md. Kamruzzaman Sarker, Lu Zhou, Aaron Eberhart, Pascal Hitzler

AI Commun., 2021

Expressibility of OWL Axioms with Patterns.

Aaron Eberhart, Cogan Shimizu, Sulogna Chowdhury, Md. Kamruzzaman Sarker, Pascal Hitzler

Proceedings of the Semantic Web - 18th International Conference, 2021

Neuro-Symbolic Deductive Reasoning for Cross-Knowledge Graph Entailment.

Monireh Ebrahimi, Md. Kamruzzaman Sarker, Federico Bianchi, Ning Xie, Aaron Eberhart, Derek Doran, HyeongSik Kim, Pascal Hitzler

Proceedings of the AAAI 2021 Spring Symposium on Combining Machine Learning and Knowledge Engineering (AAAI-MAKE 2021), 2021

2020

Neural-symbolic integration and the Semantic Web.

Pascal Hitzler, Federico Bianchi, Monireh Ebrahimi, Md. Kamruzzaman Sarker

Semantic Web, 2020

Neural Fuzzy Extractors: A Secure Way to Use Artificial Neural Networks for Biometric User Authentication.

Abhishek Jana, Md. Kamruzzaman Sarker, Monireh Ebrahimi, Pascal Hitzler, George T. Amariucai

CoRR, 2020

Wikipedia Knowledge Graph for Explainable AI.

Md. Kamruzzaman Sarker, Joshua Schwartz, Pascal Hitzler, Lu Zhou, Srikanth Nadella, Brandon S. Minnery, Ion Juvina, Michael L. Raymer, William R. Aue

Proceedings of the Knowledge Graphs and Semantic Web, 2020

2019

Efficient Concept Induction for Description Logics.

Md. Kamruzzaman Sarker, Pascal Hitzler

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Reasoning over RDF Knowledge Bases using Deep Learning.

Monireh Ebrahimi, Md. Kamruzzaman Sarker, Federico Bianchi, Ning Xie, Derek Doran, Pascal Hitzler

CoRR, 2018

Emotion Recognition from Speech based on Relevant Feature and Majority Voting.

Md. Kamruzzaman Sarker, Kazi Md. Rokibul Alam, Md. Arifuzzaman

CoRR, 2018

2017

Relating Input Concepts to Convolutional Neural Network Decisions.

Ning Xie, Md. Kamruzzaman Sarker, Derek Doran, Pascal Hitzler, Michael L. Raymer

CoRR, 2017

Explaining Trained Neural Networks with Semantic Web Technologies: First Steps.

Md. Kamruzzaman Sarker, Ning Xie, Derek Doran, Michael L. Raymer, Pascal Hitzler

Proceedings of the Twelfth International Workshop on Neural-Symbolic Learning and Reasoning, 2017

Rule-Based OWL Modeling with ROWLTab Protégé Plugin.

Md. Kamruzzaman Sarker, Adila Krisnadhi, David Carral, Pascal Hitzler

Proceedings of the Semantic Web - 14th International Conference, 2017

2016

OWLAx: A Protege Plugin to Support Ontology Axiomatization through Diagramming.

Md. Kamruzzaman Sarker, Adila Alfa Krisnadhi, Pascal Hitzler

Proceedings of the ISWC 2016 Posters & Demonstrations Track co-located with 15th International Semantic Web Conference (ISWC 2016), 2016

Modeling OWL with Rules: The ROWL Protege Plugin.

Md. Kamruzzaman Sarker, David Carral, Adila Alfa Krisnadhi, Pascal Hitzler

Proceedings of the ISWC 2016 Posters & Demonstrations Track co-located with 15th International Semantic Web Conference (ISWC 2016), 2016