Md. Kamruzzaman Sarker

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 33

Top Topics

Rdf Knowledge Bases

Deductive Reasoning

Weather Forecasting

Top Venues

ISWC (Posters & Demos)

Publications

Staphord Bengesi, Hoda El-Sayed, Md. Kamruzzaman Sarker, Yao Houkpati, John Irungu, Timothy Oladunni
Advancements in Generative AI: A Comprehensive Review of GANs, GPT, Autoencoders, Diffusion Model, and Transformers. IEEE Access 12 (2024)
Brianna D'Urso, Sheikh Rabiul Islam, Md. Kamruzzaman Sarker, Ingrid Russell
Severe Weather Forecasting via the Sole Use of Satellite Data. FLAIRS (2024)
Abhilekha Dalal, Rushrukh Rayan, Adrita Barua, Eugene Y. Vasserman, Md. Kamruzzaman Sarker, Pascal Hitzler
On the Value of Labeled Data and Symbolic Methods for Hidden Neuron Activation Analysis. CoRR (2024)
Tanviben Patel, Hoda El-Sayed, Md. Kamruzzaman Sarker
EfficientSwin: A Hybrid Model for Blood Cell Classification with Saliency Maps Visualization. FRUCT (2024)
Staphord Bengesi, Hoda El-Sayed, Md. Kamruzzaman Sarker, Yao Houkpati, John Irungu, Timothy Oladunni
Advancements in Generative AI: A Comprehensive Review of GANs, GPT, Autoencoders, Diffusion Model, and Transformers. CoRR (2023)
Rahul Kumar, Md. Kamruzzaman Sarker, Sheikh Rabiul Islam
Vision Transformers for Galaxy Morphology Classification: Fine-Tuning Pre-trained Networks vs. Training from Scratch. DeLTA (2023)
Abhilekha Dalal, Md. Kamruzzaman Sarker, Adrita Barua, Pascal Hitzler
Explaining Deep Learning Hidden Neuron Activations using Concept Induction. CoRR (2023)
Abhilekha Dalal, Md. Kamruzzaman Sarker, Adrita Barua, Eugene Y. Vasserman, Pascal Hitzler
Understanding CNN Hidden Neuron Activations Using Structured Background Knowledge and Deductive Reasoning. CoRR (2023)
Cara Leigh Widmer, Md. Kamruzzaman Sarker, Srikanth Nadella, Joshua Fiechter, Ion Juvina, Brandon S. Minnery, Pascal Hitzler, Joshua Schwartz, Michael L. Raymer
Towards human-compatible XAI: Explaining data differentials with concept induction over background knowledge. J. Web Semant. 79 (2023)
Ava Downey, Sheikh Rabiul Islam, Md. Kamruzzaman Sarker
Evaluating Fairness in Predictive Policing Using Domain Knowledge. FLAIRS (2023)
Md. Nayem Hasan Muntasir, Tariqul Islam Siam, Md. Kamruzzaman Sarker
A Low-cost Humanoid Prototype Intended to assist people with disability using Raspberry Pi. CoRR (2022)
Cara Widmer, Md. Kamruzzaman Sarker, Srikanth Nadella, Joshua Fiechter, Ion Juvina, Brandon S. Minnery, Pascal Hitzler, Joshua Schwartz, Michael L. Raymer
Towards Human-Compatible XAI: Explaining Data Differentials with Concept Induction over Background Knowledge. CoRR (2022)
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. Proc. Priv. Enhancing Technol. 2022 (4) (2022)
Md. Kamruzzaman Sarker, Lu Zhou, Aaron Eberhart, Pascal Hitzler
Neuro-symbolic artificial intelligence. AI Commun. 34 (3) (2021)
Aaron Eberhart, Cogan Shimizu, Sulogna Chowdhury, Md. Kamruzzaman Sarker, Pascal Hitzler
Expressibility of OWL Axioms with Patterns. ESWC (2021)
Md. Kamruzzaman Sarker, Lu Zhou, Aaron Eberhart, Pascal Hitzler
Neuro-Symbolic Artificial Intelligence: Current Trends. CoRR (2021)
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. AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering (2021)
Md. Kamruzzaman Sarker, Joshua Schwartz, Pascal Hitzler, Lu Zhou, Srikanth Nadella, Brandon S. Minnery, Ion Juvina, Michael L. Raymer, William R. Aue
Wikipedia Knowledge Graph for Explainable AI. KGSWC (2020)
Abhishek Jana, 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. CoRR (2020)
Pascal Hitzler, Federico Bianchi, Monireh Ebrahimi, Md. Kamruzzaman Sarker
Neural-symbolic integration and the Semantic Web. Semantic Web 11 (1) (2020)
Md. Kamruzzaman Sarker, Pascal Hitzler
Efficient Concept Induction for Description Logics. AAAI (2019)
Md. Kamruzzaman Sarker, Kazi Md. Rokibul Alam, Md. Arifuzzaman
Emotion Recognition from Speech based on Relevant Feature and Majority Voting. CoRR (2018)
Monireh Ebrahimi, Md. Kamruzzaman Sarker, Federico Bianchi, Ning Xie, Derek Doran, Pascal Hitzler
Reasoning over RDF Knowledge Bases using Deep Learning. CoRR (2018)
Md. Kamruzzaman Sarker, Pascal Hitzler
Efficient Concept Induction for Description Logics. CoRR (2018)
Md. Kamruzzaman Sarker, Adila Krisnadhi, David Carral, Pascal Hitzler
Rule-based OWL Modeling with ROWLTab Protege Plugin. CoRR (2018)
Md. Kamruzzaman Sarker, Adila Alfa Krisnadhi, Pascal Hitzler
OWLAx: A Protege Plugin to Support Ontology Axiomatization through Diagramming. CoRR (2018)
Md. Kamruzzaman Sarker, David Carral, Adila Alfa Krisnadhi, Pascal Hitzler
Modeling OWL with Rules: The ROWL Protege Plugin. CoRR (2018)
Ning Xie, Md. Kamruzzaman Sarker, Derek Doran, Pascal Hitzler, Michael L. Raymer
Relating Input Concepts to Convolutional Neural Network Decisions. CoRR (2017)
Md. Kamruzzaman Sarker, Ning Xie, Derek Doran, Michael L. Raymer, Pascal Hitzler
Explaining Trained Neural Networks with Semantic Web Technologies: First Steps. CoRR (2017)
Md. Kamruzzaman Sarker, Ning Xie, Derek Doran, Michael L. Raymer, Pascal Hitzler
Explaining Trained Neural Networks with Semantic Web Technologies: First Steps. NeSy (2017)
Md. Kamruzzaman Sarker, Adila Krisnadhi, David Carral, Pascal Hitzler
Rule-Based OWL Modeling with ROWLTab Protégé Plugin. ESWC (1) (2017)
Md. Kamruzzaman Sarker, Adila Alfa Krisnadhi, Pascal Hitzler
OWLAx: A Protege Plugin to Support Ontology Axiomatization through Diagramming. ISWC (Posters & Demos) (2016)
Md. Kamruzzaman Sarker, David Carral, Adila Alfa Krisnadhi, Pascal Hitzler
Modeling OWL with Rules: The ROWL Protege Plugin. ISWC (Posters & Demos) (2016)