Mohammad Masum

44 papers A 1B 13C 2Journal 11Unranked 17

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Understanding Tradeoffs in Clinical Text Extraction: Prompting, Retrieval-Augmented Generation, and Supervised Learning on Electronic Health Records. Algorithms Tanya Yadav, Aditya Tekale, Jeff Chong, Mohammad Masum
2025	J	`jnl`	A multimodal framework for enhancing E-commerce information management using vision transformers and large language models. Int. J. Inf. Manag. Data Insights Anitha Balachandran, Mohammad Masum
2025	—	`conf`	BARTNet: Context-Aware Deep Learning Framework for BART Ridership Forecasting. CAI Leela Sai Rahul Suryadevara, Nivegna Lagadapati, Venkata Sai Krishna Velamala, Yesheswini Lakshmi Spandana Potti, Mohammad Masum
2025	B	`conf`	Do Multimodal Large Language Models Compete with Specialized Object Detection Models? A Quantitative Benchmark. IEEE Big Data Andrew Dunton, Priya Govindarajulu, Mohammad Masum
2025	—	`conf`	InvadeAI: INteractive ADvertising with Multimodal AI. CAI Andrew Dunton, Riddhi Vyas, Harshal Shah, Soujanya Sankathala, Mohammad Masum
2025	—	`conf`	Visiorag: A Multimodal Framework for Enhancing Recommendation System Using Vision Transformers and Rag. CAI Anitha Balachandran, Mohammad Masum
2024	B	`conf`	ActivePCA: A Novel Framework Integrating PCA and Active Machine Learning for Efficient Dimension Reduction. COMPSAC Priyanka Bhyregowda, Mohammad Masum, Lohuwa Mamudu, Mohammed Chowdhury, Sai Chandra Kosaraiu, Hossain Shahriar
2024	—	`conf`	CMI: Cluster-Centric Missing Value Imputation with Feature Consistency. CCWC Megha Gupta, Shripal Shah, Mohammad Masum, Sai Chandra Kosaraju
2024	B	`conf`	E-SMOTE: Entropy Based Minority Oversampling for Heart Failure and AIDS Clinical Trails Analysis. COMPSAC Sainath Veerla, Anbu Valluvan Devadasan, Mohammad Masum, Mohammed Chowdhury, Hossain Shahriar
2024	B	`conf`	Fine-Tuned Variational Quantum Classifiers for Cyber Attacks Detection Based on Parameterized Quantum Circuits and Optimizers. COMPSAC Md. Abdur Rahman, Mst. Shapna Akter, Emily Miller, Bogdan Timofti, Hossain Shahriar, Mohammad Masum, Fan Wu
2024	J	`jnl`	Genie: Enhancing information management in the restaurant industry through AI-powered chatbot. Int. J. Inf. Manag. Data Insights Megha Gupta, Venkatasai Dheekonda, Mohammad Masum
2024	J	`jnl`	The State of Lithium-Ion Battery Health Prognostics in the CPS Era. CoRR Gaurav Shinde, Rohan Mohapatra, Pooja Krishan, Harish Garg, Srikanth Prabhu, Sanchari Das, Mohammad Masum, Saptarshi Sengupta
2024	B	`conf`	TinyML for Cybersecurity: Deploying Optimized Deep Learning Models for On-Device Threat Detection on Resource-Constrained Devices. IEEE Big Data Sonali Arcot, Mohammad Masum, Mohammad Shahidul Kader, Agnik Saha, Mohammed Chowdhury
2024	J	`jnl`	Unveiling User Engagement Patterns on Stack Exchange Through Network Analysis. CoRR Agnik Saha, Mohammad Shahidul Kader, Mohammad Masum
2023	J	`jnl`	Software Supply Chain Vulnerabilities Detection in Source Code: Performance Comparison between Traditional and Quantum Machine Learning Algorithms. CoRR Mst. Shapna Akter, Md. Jobair Hossain Faruk, Nafisa Anjum, Mohammad Masum, Hossain Shahriar, Akond Rahman, Fan Wu, Alfredo Cuzzocrea
2022	—	`conf`	A Novel IoT-based Framework for Non-Invasive Human Hygiene Monitoring using Machine Learning Techniques. ICHI Md. Jobair Hossain Faruk, Shashank Trivedi, Mohammad Masum, Maria Valero, Hossain Shahriar, Sheikh Iqbal Ahamed
2022	J	`jnl`	A Novel IoT-based Framework for Non-Invasive Human Hygiene Monitoring using Machine Learning Techniques. CoRR Md. Jobair Hossain Faruk, Shashank Trivedi, Mohammad Masum, Maria Valero, Hossain Shahriar, Sheikh Iqbal Ahamed
2022	B	`conf`	A Novel Machine Learning Based Framework for Bridge Condition Analysis. IEEE Big Data Mohammad Masum, Nafisa Anjum, Md. Jobair Hossain Faruk, Hossain Shahriar, Nazmus Sakib, Maria Valero, Mohammed Karim, Akond Rahman, Fan Wu, Alfredo Cuzzocrea
2022	B	`conf`	Authentic Learning of Machine Learning to Ransomware Detection and Prevention. COMPSAC Md. Jobair Hossain Faruk, Mohammad Masum, Hossain Shahriar, Kai Qian, Dan Lo
2022	J	`jnl`	Bayesian Hyperparameter Optimization for Deep Neural Network-Based Network Intrusion Detection. CoRR Mohammad Masum, Hossain Shahriar, Hisham Haddad, Md. Jobair Hossain Faruk, Maria Valero, Md Abdullah Khan, Mohammad Ashiqur Rahman, Muhaiminul I. Adnan, Alfredo Cuzzocrea
2022	B	`conf`	Evolution of Quantum Computing: A Systematic Survey on the Use of Quantum Computing Tools. COMPSAC Paramita Basak Upama, Md. Jobair Hossain Faruk, Mohammad Nazim, Mohammad Masum, Hossain Shahriar, Gias Uddin, Shabir Barzanjeh, Sheikh Iqbal Ahamed, Akond Rahman
2022	J	`jnl`	Evolution of Quantum Computing: A Systematic Survey on the Use of Quantum Computing Tools. CoRR Paramita Basak Upama, Md. Jobair Hossain Faruk, Mohammad Nazim, Mohammad Masum, Hossain Shahriar, Gias Uddin, Shabir Barzanjeh, Sheikh Iqbal Ahamed, Akond Rahman
2022	B	`conf`	Quantum Machine Learning for Software Supply Chain Attacks: How Far Can We Go? COMPSAC Mohammad Masum, Mohammad Nazim, Md. Jobair Hossain Faruk, Hossain Shahriar, Maria Valero, Md Abdullah Hafiz Khan, Gias Uddin, Shabir Barzanjeh, Erhan Saglamyurek, Akond Rahman, Sheikh Iqbal Ahamed
2022	J	`jnl`	Quantum Machine Learning for Software Supply Chain Attacks: How Far Can We Go? CoRR Mohammad Masum, Mohammad Nazim, Md. Jobair Hossain Faruk, Hossain Shahriar, Maria Valero, Md Abdullah Hafiz Khan, Gias Uddin, Shabir Barzanjeh, Erhan Saglamyurek, Akond Rahman, Sheikh Iqbal Ahamed
2022	—	`conf`	Ransomware Classification and Detection With Machine Learning Algorithms. CCWC Mohammad Masum, Md. Jobair Hossain Faruk, Hossain Shahriar, Kai Qian, Dan Lo, Muhaiminul Islam Adnan
2022	J	`jnl`	Ransomware Classification and Detection With Machine Learning Algorithms. CoRR Mohammad Masum, Md. Jobair Hossain Faruk, Hossain Shahriar, Kai Qian, Dan C. Lo, Muhaiminul Islam Adnan
2022	B	`conf`	Scalable Machine Learning Using PySpark. COMPSAC Mohammad Masum, Hossain Shahriar, Nazmus Sakib, Maria Valero, Kai Qian, Dan Lo, Fan Wu, Mohammed Karim, Parth Bhavsar, Jidong Yang
2022	B	`conf`	Software Supply Chain Vulnerabilities Detection in Source Code: Performance Comparison between Traditional and Quantum Machine Learning Algorithms. IEEE Big Data Mst. Shapna Akter, Md. Jobair Hossain Faruk, Nafisa Anjum, Mohammad Masum, Hossain Shahriar, Nazmus Sakib, Akond Rahman, Fan Wu, Alfredo Cuzzocrea
2022	B	`conf`	Systematic Analysis of Deep Learning Model for Vulnerable Code Detection. COMPSAC Mohammad Taneem Bin Nazim, Md. Jobair Hossain Faruk, Hossain Shahriar, Md Abdullah Khan, Mohammad Masum, Nazmus Sakib, Fan Wu
2021	—	`conf`	A Statistical Summary Analysis of Window-Based Extracted Features for EEG Signal Classification. ICDH Mohammad Masum, Hossain Shahriar, Hisham M. Haddad, Wenzhan Song
2021	—	`conf`	Bayesian Hyperparameter Optimization for Deep Neural Network-Based Network Intrusion Detection. IEEE BigData Mohammad Masum, Hossain Shahriar, Hisham Haddad, Md. Jobair Hossain Faruk, Maria Valero, Md Abdullah Khan, Mohammad Ashiqur Rahman, Muhaiminul I. Adnan, Alfredo Cuzzocrea, Fan Wu
2021	C	`conf`	Smart Connected Aircraft: Towards Security, Privacy, and Ethical Hacking. SIN Md. Jobair Hossain Faruk, Paul Miner, Ryan Coughlan, Mohammad Masum, Hossain Shahriar, Victor Clincy, Coskun Cetinkaya
2020	—	`conf`	Actionable Knowledge Extraction Framework for COVID-19. IEEE BigData Mohammad Masum, Hossain Shahriar, Hisham M. Haddad, Sheikh Iqbal Ahamed, Sweta Sneha, Mohammad Ashiqur Rahman, Alfredo Cuzzocrea
2020	B	`conf`	Analysis of Sampling Techniques Towards Epileptic Seizure Detection from Imbalanced Dataset. COMPSAC Mohammad Masum, Hossain Shahriar, Hisham Haddad
2020	—	`conf`	Cyber Fraud Prediction with Supervised Machine Learning Techniques. ACM Southeast Regional Conference Zhoulin Li, Hao Zhang, Mohammad Masum, Hossain Shahriar, Hisham Haddad
2020	—	`conf`	Epileptic Seizure Detection for Imbalanced Datasets Using an Integrated Machine Learning Approach. EMBC Mohammad Masum, Hossain Shahriar, Hisham M. Haddad
2020	C	`conf`	Malicious URL Detection Using Supervised Machine Learning Techniques. SIN Vara Vundavalli, Farhat Lamia Barsha, Mohammad Masum, Hossain Shahriar, Hisham Haddad
2020	—	`conf`	TL-NID: Deep Neural Network with Transfer Learning for Network Intrusion Detection. ICITST Mohammad Masum, Hossain Shahriar
2020	—	`conf`	r-LSTM: Time Series Forecasting for COVID-19 Confirmed Cases with LSTMbased Framework. IEEE BigData Mohammad Masum, Hossain Shahriar, Hisham M. Haddad, Md. Shafiul Alam
2019	A	`conf`	DoT-Net: Document Layout Classification Using Texture-Based CNN. ICDAR Sai Chandra Kosaraju, Mohammad Masum, Nelson Zange Tsaku, Pritesh Patel, Tanju Bayramoglu, Girish Modgil, Mingon Kang
2019	—	`conf`	Droid-NNet: Deep Learning Neural Network for Android Malware Detection. IEEE BigData Mohammad Masum, Hossain Shahriar
2019	—	`conf`	Gene- and Pathway-Based Deep Neural Network for Multi-omics Data Integration to Predict Cancer Survival Outcomes. ISBRA Jie Hao, Mohammad Masum, Jung Hun Oh, Mingon Kang
2019	—	`conf`	Texture-based Deep Learning for Effective Histopathological Cancer Image Classification. BIBM Nelson Zange Tsaku, Sai Chandra Kosaraju, Tasmia Aqila, Mohammad Masum, Dae Hyun Song, Ananda Mohan Mondal, Hyun Min Koh, Mingon Kang
2018	—	`conf`	Automatic knowledge extraction from OCR documents using hierarchical document analysis. RACS Mohammad Masum, Sai Kosaraju, Tanju Bayramoglu, Girish Modgil, Mingon Kang