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ORCIDMd. Kamruzzaman Sarker
Person information
- affiliation: Bowie State University, MA, USA
- affiliation (former): Kansas State University, Manhattan, KS, USA
- affiliation (former): Wright State University, Dayton, OH, USA
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2020 – today
- 2024
[j6]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: 69812-69837 (2024)- [j5]Pascal Hitzler, Monireh Ebrahimi, Md. Kamruzzaman Sarker, Daria Stepanova:
Neuro-symbolic AI and the semantic web. Semantic Web 15(4): 1261-1263 (2024) - [c13]Brianna D'Urso, Sheikh Rabiul Islam, Md. Kamruzzaman Sarker, Ingrid Russell:
Severe Weather Forecasting via the Sole Use of Satellite Data. FLAIRS 2024 - [c12]Tanviben Patel, Hoda El-Sayed, Md. Kamruzzaman Sarker:
EfficientSwin: A Hybrid Model for Blood Cell Classification with Saliency Maps Visualization. FRUCT 2024: 544-551 - [c11]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. NeSy (2) 2024: 109-131 - [i16]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 abs/2404.13567 (2024) - 2023
- [j4]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: 100807 (2023) - [c10]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: 115-125 - [c9]Ava Downey, Sheikh Rabiul Islam, Md. Kamruzzaman Sarker:
Evaluating Fairness in Predictive Policing Using Domain Knowledge. FLAIRS 2023 - [e2]Pascal Hitzler, Md. Kamruzzaman Sarker, Aaron Eberhart:
Compendium of Neurosymbolic Artificial Intelligence. Frontiers in Artificial Intelligence and Applications 369, IOS Press 2023, ISBN 978-1-64368-406-2 [contents] - [i15]Abhilekha Dalal, Md. Kamruzzaman Sarker, Adrita Barua, Pascal Hitzler:
Explaining Deep Learning Hidden Neuron Activations using Concept Induction. CoRR abs/2301.09611 (2023) - [i14]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 abs/2308.03999 (2023) - [i13]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 abs/2311.10242 (2023) - 2022
- [j3]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): 86-104 (2022) - [i12]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. CoRR abs/2209.13710 (2022) - [i11]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 abs/2210.08116 (2022) - 2021
- [j2]Md. Kamruzzaman Sarker, Lu Zhou, Aaron Eberhart, Pascal Hitzler:
Neuro-symbolic artificial intelligence. AI Commun. 34(3): 197-209 (2021) - [c8]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 - [c7]Aaron Eberhart, Cogan Shimizu, Sulogna Chowdhury, Md. Kamruzzaman Sarker, Pascal Hitzler:
Expressibility of OWL Axioms with Patterns. ESWC 2021: 230-245 - [e1]Pascal Hitzler, Md. Kamruzzaman Sarker:
Neuro-Symbolic Artificial Intelligence: The State of the Art. Frontiers in Artificial Intelligence and Applications 342, IOS Press 2021, ISBN 978-1-64368-244-0 [contents] - [i10]Md. Kamruzzaman Sarker, Lu Zhou, Aaron Eberhart, Pascal Hitzler:
Neuro-Symbolic Artificial Intelligence: Current Trends. CoRR abs/2105.05330 (2021) - 2020
- [j1]Pascal Hitzler, Federico Bianchi, Monireh Ebrahimi, Md. Kamruzzaman Sarker:
Neural-symbolic integration and the Semantic Web. Semantic Web 11(1): 3-11 (2020) - [c6]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: 72-87 - [i9]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 abs/2003.08433 (2020)
2010 – 2019
- 2019
- [c5]Md. Kamruzzaman Sarker, Pascal Hitzler:
Efficient Concept Induction for Description Logics. AAAI 2019: 3036-3043 - 2018
- [i8]Md. Kamruzzaman Sarker, Kazi Md. Rokibul Alam, Md. Arifuzzaman:
Emotion Recognition from Speech based on Relevant Feature and Majority Voting. CoRR abs/1807.03909 (2018) - [i7]Md. Kamruzzaman Sarker, David Carral, Adila Alfa Krisnadhi, Pascal Hitzler:
Modeling OWL with Rules: The ROWL Protege Plugin. CoRR abs/1808.10104 (2018) - [i6]Md. Kamruzzaman Sarker, Adila Alfa Krisnadhi, Pascal Hitzler:
OWLAx: A Protege Plugin to Support Ontology Axiomatization through Diagramming. CoRR abs/1808.10105 (2018) - [i5]Md. Kamruzzaman Sarker, Adila Krisnadhi, David Carral, Pascal Hitzler:
Rule-based OWL Modeling with ROWLTab Protege Plugin. CoRR abs/1808.10108 (2018) - [i4]Monireh Ebrahimi, Md. Kamruzzaman Sarker, Federico Bianchi, Ning Xie, Derek Doran, Pascal Hitzler:
Reasoning over RDF Knowledge Bases using Deep Learning. CoRR abs/1811.04132 (2018) - [i3]Md. Kamruzzaman Sarker, Pascal Hitzler:
Efficient Concept Induction for Description Logics. CoRR abs/1812.03243 (2018) - 2017
- [c4]Md. Kamruzzaman Sarker, Adila Krisnadhi, David Carral, Pascal Hitzler:
Rule-Based OWL Modeling with ROWLTab Protégé Plugin. ESWC (1) 2017: 419-433 - [c3]Md. Kamruzzaman Sarker, Ning Xie, Derek Doran, Michael L. Raymer, Pascal Hitzler:
Explaining Trained Neural Networks with Semantic Web Technologies: First Steps. NeSy 2017 - [i2]Md. Kamruzzaman Sarker, Ning Xie, Derek Doran, Michael L. Raymer, Pascal Hitzler:
Explaining Trained Neural Networks with Semantic Web Technologies: First Steps. CoRR abs/1710.04324 (2017) - [i1]Ning Xie, Md. Kamruzzaman Sarker, Derek Doran, Pascal Hitzler, Michael L. Raymer:
Relating Input Concepts to Convolutional Neural Network Decisions. CoRR abs/1711.08006 (2017) - 2016
- [c2]Md. Kamruzzaman Sarker, David Carral, Adila Alfa Krisnadhi, Pascal Hitzler:
Modeling OWL with Rules: The ROWL Protege Plugin. ISWC (Posters & Demos) 2016 - [c1]Md. Kamruzzaman Sarker, Adila Alfa Krisnadhi, Pascal Hitzler:
OWLAx: A Protege Plugin to Support Ontology Axiomatization through Diagramming. ISWC (Posters & Demos) 2016
Coauthor Index
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last updated on 2024-10-25 21:16 CEST by the dblp team
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