Md. Kamruzzaman Sarker

44 papers A* 1B 1C 1Misc 3Journal 26Unranked 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Social Media Analysis of the July 2025 Bangladesh Uprising.
J. Comput. Sci. Coll.
Maysha Fahmida, Md. Kamruzzaman Sarker, Fahmina Nur Salma
2024 J jnl
Advancements in Generative AI: A Comprehensive Review of GANs, GPT, Autoencoders, Diffusion Model, and Transformers.
IEEE Access
Staphord Bengesi, Hoda El-Sayed, Md. Kamruzzaman Sarker, Yao Houkpati, John Irungu, Timothy Oladunni
2024 Misc conf
EfficientSwin: A Hybrid Model for Blood Cell Classification with Saliency Maps Visualization.
FRUCT
Tanviben Patel, Hoda El-Sayed, Md. Kamruzzaman Sarker
2024 — conf
Hybrid of Deep Learning and Transformer Models with Explainable IA for Enhanced Parkinson's Disease Detection.
ICCA
Staphord Bengesi, Hoda El-Sayed, Md. Kamruzzaman Sarker
2024 J jnl
Malware Detection in Android Phone.
J. Comput. Sci. Coll.
Dawn Marshall, Md. Kamruzzaman Sarker
2024 — conf
Microscopic Hematological Image Classification with Captions Using Few-Shot Learning in Data-Scarce Environments.
IoTaIS
Tanviben Patel, Hoda El-Sayed, Md. Kamruzzaman Sarker
2024 J jnl
Mobile Application for Object Recognition for Visually Impaired People.
J. Comput. Sci. Coll.
Isha Salma Renner, Omobolanle Favour Niyiowoeye, Christopher Miller, Maysha Fahmida, Md. Kamruzzaman Sarker
2024 J jnl
Neuro-symbolic AI and the semantic web.
Semantic Web
Pascal Hitzler, Monireh Ebrahimi, Md. Kamruzzaman Sarker, Daria Stepanova
2024 — conf
On the Value of Labeled Data and Symbolic Methods for Hidden Neuron Activation Analysis.
NeSy (2)
Abhilekha Dalal, Rushrukh Rayan, Adrita Barua, Eugene Y. Vasserman, Md. Kamruzzaman Sarker, Pascal Hitzler
2024 J jnl
On the Value of Labeled Data and Symbolic Methods for Hidden Neuron Activation Analysis.
CoRR
Abhilekha Dalal, Rushrukh Rayan, Adrita Barua, Eugene Y. Vasserman, Md. Kamruzzaman Sarker, Pascal Hitzler
2024 Misc conf
Severe Weather Forecasting via the Sole Use of Satellite Data.
FLAIRS
Brianna D'Urso, Sheikh Rabiul Islam, Md. Kamruzzaman Sarker, Ingrid Russell
2024 J jnl
SightAssist: Mobile App for Object Recognition and Navigation for the Visually Impaired.
J. Comput. Sci. Coll.
Tarron Montgomery, Brandon Wiggins, Malachi Gray, Staphord Bengesi, Md. Kamruzzaman Sarker
2024 — conf
Transformer-Based Hybrid Model for DICER1 Syndrome Classification.
ICCA
Sahar Almenwer, Hoda El-Sayed, Md. Kamruzzaman Sarker
2023 J jnl
Advancements in Generative AI: A Comprehensive Review of GANs, GPT, Autoencoders, Diffusion Model, and Transformers.
CoRR
Staphord Bengesi, Hoda El-Sayed, Md. Kamruzzaman Sarker, Yao Houkpati, John Irungu, Timothy Oladunni
2023 — book
Compendium of Neurosymbolic Artificial Intelligence
Pascal Hitzler, Md. Kamruzzaman Sarker, Aaron Eberhart
2023 Misc conf
Evaluating Fairness in Predictive Policing Using Domain Knowledge.
FLAIRS
Ava Downey, Sheikh Rabiul Islam, Md. Kamruzzaman Sarker
2023 J jnl
Explaining Deep Learning Hidden Neuron Activations using Concept Induction.
CoRR
Abhilekha Dalal, Md. Kamruzzaman Sarker, Adrita Barua, Pascal Hitzler
2023 J jnl
Towards human-compatible XAI: Explaining data differentials with concept induction over background knowledge.
J. Web Semant.
Cara Leigh Widmer, Md. Kamruzzaman Sarker, Srikanth Nadella, Joshua Fiechter, Ion Juvina, Brandon S. Minnery, Pascal Hitzler, Joshua Schwartz, Michael L. Raymer
2023 J jnl
Understanding CNN Hidden Neuron Activations Using Structured Background Knowledge and Deductive Reasoning.
CoRR
Abhilekha Dalal, Md. Kamruzzaman Sarker, Adrita Barua, Eugene Y. Vasserman, Pascal Hitzler
2023 — conf
Vision Transformers for Galaxy Morphology Classification: Fine-Tuning Pre-trained Networks vs. Training from Scratch.
DeLTA
Rahul Kumar, Md. Kamruzzaman Sarker, Sheikh Rabiul Islam
2022 J jnl
A Low-cost Humanoid Prototype Intended to assist people with disability using Raspberry Pi.
CoRR
Md. Nayem Hasan Muntasir, Tariqul Islam Siam, Md. Kamruzzaman Sarker
2022 J jnl
Neural Fuzzy Extractors: A Secure Way to Use Artificial Neural Networks for Biometric User Authentication.
Proc. Priv. Enhancing Technol.
Abhishek Jana, Bipin Paudel, Md. Kamruzzaman Sarker, Monireh Ebrahimi, Pascal Hitzler, George T. Amariucai
2022 J jnl
Towards Human-Compatible XAI: Explaining Data Differentials with Concept Induction over Background Knowledge.
CoRR
Cara Leigh Widmer, Md. Kamruzzaman Sarker, Srikanth Nadella, Joshua Fiechter, Ion Juvina, Brandon S. Minnery, Pascal Hitzler, Joshua Schwartz, Michael L. Raymer
2021 B conf
Expressibility of OWL Axioms with Patterns.
ESWC
Aaron Eberhart, Cogan Shimizu, Sulogna Chowdhury, Md. Kamruzzaman Sarker, Pascal Hitzler
2021 J jnl
Neuro-Symbolic Artificial Intelligence: Current Trends.
CoRR
Md. Kamruzzaman Sarker, Lu Zhou, Aaron Eberhart, Pascal Hitzler
2021 — book
Neuro-Symbolic Artificial Intelligence: The State of the Art
Neuro-Symbolic Artificial Intelligence
Pascal Hitzler, Md. Kamruzzaman Sarker
2021 — conf
Neuro-Symbolic Deductive Reasoning for Cross-Knowledge Graph Entailment.
AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering
Monireh Ebrahimi, Md. Kamruzzaman Sarker, Federico Bianchi, Ning Xie, Aaron Eberhart, Derek Doran, HyeongSik Kim, Pascal Hitzler
2021 J jnl
Neuro-symbolic artificial intelligence.
AI Commun.
Md. Kamruzzaman Sarker, Lu Zhou, Aaron Eberhart, Pascal Hitzler
2020 J jnl
Neural Fuzzy Extractors: A Secure Way to Use Artificial Neural Networks for Biometric User Authentication.
CoRR
Abhishek Jana, Md. Kamruzzaman Sarker, Monireh Ebrahimi, Pascal Hitzler, George T. Amariucai
2020 J jnl
Neural-symbolic integration and the Semantic Web.
Semantic Web
Pascal Hitzler, Federico Bianchi, Monireh Ebrahimi, Md. Kamruzzaman Sarker
2020 — conf
Wikipedia Knowledge Graph for Explainable AI.
KGSWC
Md. Kamruzzaman Sarker, Joshua Schwartz, Pascal Hitzler, Lu Zhou, Srikanth Nadella, Brandon S. Minnery, Ion Juvina, Michael L. Raymer, William R. Aue
2019 A* conf
Efficient Concept Induction for Description Logics.
AAAI
Md. Kamruzzaman Sarker, Pascal Hitzler
2018 J jnl
Efficient Concept Induction for Description Logics.
CoRR
Md. Kamruzzaman Sarker, Pascal Hitzler
2018 J jnl
Emotion Recognition from Speech based on Relevant Feature and Majority Voting.
CoRR
Md. Kamruzzaman Sarker, Kazi Md. Rokibul Alam, Md. Arifuzzaman
2018 J jnl
Modeling OWL with Rules: The ROWL Protege Plugin.
CoRR
Md. Kamruzzaman Sarker, David Carral, Adila Alfa Krisnadhi, Pascal Hitzler
2018 J jnl
OWLAx: A Protege Plugin to Support Ontology Axiomatization through Diagramming.
CoRR
Md. Kamruzzaman Sarker, Adila Alfa Krisnadhi, Pascal Hitzler
2018 J jnl
Reasoning over RDF Knowledge Bases using Deep Learning.
CoRR
Monireh Ebrahimi, Md. Kamruzzaman Sarker, Federico Bianchi, Ning Xie, Derek Doran, Pascal Hitzler
2018 J jnl
Rule-based OWL Modeling with ROWLTab Protege Plugin.
CoRR
Md. Kamruzzaman Sarker, Adila Krisnadhi, David Carral, Pascal Hitzler
2017 C conf
Explaining Trained Neural Networks with Semantic Web Technologies: First Steps.
NeSy
Md. Kamruzzaman Sarker, Ning Xie, Derek Doran, Michael L. Raymer, Pascal Hitzler
2017 J jnl
Explaining Trained Neural Networks with Semantic Web Technologies: First Steps.
CoRR
Md. Kamruzzaman Sarker, Ning Xie, Derek Doran, Michael L. Raymer, Pascal Hitzler
2017 J jnl
Relating Input Concepts to Convolutional Neural Network Decisions.
CoRR
Ning Xie, Md. Kamruzzaman Sarker, Derek Doran, Pascal Hitzler, Michael L. Raymer
2017 — conf
Rule-Based OWL Modeling with ROWLTab Protégé Plugin.
ESWC (1)
Md. Kamruzzaman Sarker, Adila Krisnadhi, David Carral, Pascal Hitzler
2016 — conf
Modeling OWL with Rules: The ROWL Protege Plugin.
ISWC (Posters & Demos)
Md. Kamruzzaman Sarker, David Carral, Adila Alfa Krisnadhi, Pascal Hitzler
2016 — conf
OWLAx: A Protege Plugin to Support Ontology Axiomatization through Diagramming.
ISWC (Posters & Demos)
Md. Kamruzzaman Sarker, Adila Alfa Krisnadhi, Pascal Hitzler