Mohammad M. Masud

According to our database, Mohammad M. Masud authored at least 70 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Advancing Early-Stage Brain Tumor Detection with Segmentation by Modified_Unet.

Namya Musthafa, Mohammad Mehedy Masud, Qurban A. Memon

Proceedings of the 2024 8th International Conference on Medical and Health Informatics, 2024

Automated LVH Grading: Integration of Deep Learning and Explainable AI for Accurate Diagnosis.

Moomal Farhad, Mohammad M. Masud

Proceedings of the 2024 8th International Conference on Medical and Health Informatics, 2024

2023

Deep learning approach to security enforcement in cloud workflow orchestration.

Hadeel T. El Kassabi, Mohamed Adel Serhani, Mohammad M. Masud, Khaled Shuaib, Khaled Khalil

J. Cloud Comput., December, 2023

A data-efficient zero-shot and few-shot Siamese approach for automated diagnosis of left ventricular hypertrophy.

Moomal Farhad, Mohammad Mehedy Masud, Azam Beg, Amir Ahmad, Luai Awad Ahmed, Sehar Memon

Comput. Biol. Medicine, September, 2023

Social media bot detection with deep learning methods: a systematic review.

Kadhim Hayawi, Susmita Saha, Mohammad Mehedy Masud, Sujith Samuel Mathew, Mohammed Kaosar

Neural Comput. Appl., April, 2023

Contrastive Self-Supervised Learning Based Approach for Patient Similarity: A Case Study on Atrial Fibrillation Detection from PPG Signal.

Subangkar Karmaker Shanto, Shoumik Saha, Atif Hasan Rahman, Mohammad Mehedy Masud, Mohammed Eunus Ali

CoRR, 2023

A Study on Food Value Estimation From Images: Taxonomies, Datasets, and Techniques.

Jamalia Sultana, Benzir Md Ahmed, Mohammad Mehedy Masud, A. K. Obidul Huq, Mohammed Eunus Ali, Mahmuda Naznin

IEEE Access, 2023

A Comparative Study of Transformer Based Pretrained AI Models for Content Summarization.

Ashika Sameem Abdul Rasheed, Mohammad Mehedy Masud, Mohammed Abduljabbar

Proceedings of the 15th International Conference on Innovations in Information Technology, 2023

Orbit Propagation and Determination using Genetic Algorithms.

Shamma Esmaeel Jamali, Mohammad Mehedy Masud

Proceedings of the 15th International Conference on Innovations in Information Technology, 2023

An Enhanced Deepfake Video Detection Technique.

Mariam Alkaabi, Meera Albloushi, Alyazia Alkaabi, Amna Alhammadi, Fatima Alketbi, Mohammad M. Masud

Proceedings of the 15th International Conference on Innovations in Information Technology, 2023

Social Media Misinformation Propagation and Detection.

Shama Alalawi, Safa Baalfaqih, Maitha Almeqbaali, Mohammad M. Masud

Proceedings of the 15th International Conference on Innovations in Information Technology, 2023

TiVEx: Optimized Processing for Time Series Visual Exploration.

Heba Helal, Mohamed A. Sharaf, Mohammad M. Masud, Panos K. Chrysanthis

Proceedings of the 20th ACS/IEEE International Conference on Computer Systems and Applications, 2023

2022

DeeProBot: a hybrid deep neural network model for social bot detection based on user profile data.

Kadhim Hayawi, Sujith Samuel Mathew, Neethu Venugopal, Mohammad M. Masud, Pin-Han Ho

Soc. Netw. Anal. Min., 2022

Predictive Modeling for the Diagnosis of Gestational Diabetes Mellitus Using Epidemiological Data in the United Arab Emirates.

Nasloon Ali, Wasif Khan, Amir Ahmad, Mohammad Mehedy Masud, Hiba Adam, Luai Awad Ahmed

Inf., 2022

BayesBeat: Reliable Atrial Fibrillation Detection from Noisy Photoplethysmography Data.

Sarkar Snigdha Sarathi Das, Subangkar Karmaker Shanto, Masum Rahman, Md. Saiful Islam, Atif Hasan Rahman, Mohammad Mehedy Masud, Mohammed Eunus Ali

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022

Mixed Data Imputation Using Generative Adversarial Networks.

Wasif Khan, Nazar Zaki, Amir Ahmad, Mohammad Mehedy Masud, Luqman Ali, Nasloon Ali, Luai Awad Ahmed

IEEE Access, 2022

2021

A panel data estimation of the determinants of life expectancy in selected SAARC countries.

Nusrat Jafrin, Mohammad Mehedy Masud, Abu Naser Mohammad Saif, Masnun Mahi, Moriam Khanam

Oper. Res. Decis., 2021

Distributed Algorithms for Multiple Path Backbone Discovery in Thick Linear Sensor Networks.

Imad Jawhar, Sheng Zhang, Jie Wu, Nader Mohamed, Mohammad M. Masud

J. Sens. Actuator Networks, 2021

Blockchain-based Secure CIDS Operation.

Imran Makhdoom, Kadhim Hayawi, Mohammed Kaosar, Sujith Samuel Mathew, Mohammad Mehedy Masud

Proceedings of the 5th Cyber Security in Networking Conference, 2021

Smart Online Exam Proctoring Assist for Cheating Detection.

Mohammad M. Masud, Kadhim Hayawi, Sujith Samuel Mathew, Temesgen Michael, Mai El Barachi

Proceedings of the Advanced Data Mining and Applications - 17th International Conference, 2021

Deep Learning Based Cardiac Phase Detection Using Echocardiography Imaging.

Moomal Farhad, Mohammad M. Masud, Azam Beg

Proceedings of the Advanced Data Mining and Applications - 17th International Conference, 2021

2020

Online streaming feature selection with incremental feature grouping.

Noura H. Al Nuaimi, Mohammad M. Masud

WIREs Data Mining Knowl. Discov., 2020

BayesBeat: A Bayesian Deep Learning Approach for Atrial Fibrillation Detection from Noisy Photoplethysmography Data.

Sarkar Snigdha Sarathi Das, Subangkar Karmaker Shanto, Masum Rahman, Md. Saiful Islam, Atif Rahman, Mohammad Mehedy Masud, Mohammed Eunus Ali

CoRR, 2020

Thwarting ICMP Low-Rate Attacks Against Firewalls While Minimizing Legitimate Traffic Loss.

Kadhim Hayawi, Zouheir Trabelsi, Safaa Zeidan, Mohammad M. Masud

IEEE Access, 2020

Effective Patient Similarity Computation for Clinical Decision Support Using Time Series and Static Data.

Mohammad M. Masud, Kadhim Hayawi, Sujith Samuel Mathew, Ahmed Dirir, Muhsin Cheratta

Proceedings of the Australasian Computer Science Week, 2020

2018

A Framework for Utilizing Lab Test Results for Clinical Prediction of ICU Patients.

Mohammad Mehedy Masud, Muhsin Cheratta

Proceedings of the Workshops of the The Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Resource-Aware Mobile-Based Health Monitoring.

Mohammad M. Masud, Mohamed Adel Serhani, Alramzana Nujum Navaz

IEEE J. Biomed. Health Informatics, 2017

Hybrid mechanism towards network packet early acceptance and rejection for unified threat management.

Zouheir Trabelsi, Safaa Zeidan, Mohammad M. Masud

IET Inf. Secur., 2017

Android based mobile apps for information security hands-on education.

Zouheir Trabelsi, Mohammed Al Matrooshi, Saeed Al Bairaq, Walid Ibrahim, Mohammad M. Masud

Educ. Inf. Technol., 2017

Efficient topology discovery and routing in thick wireless Linear Sensor Networks.

Imad Jawhar, Sheng Zhang, Jie Wu, Nader Mohamed, Mohammad M. Masud

Proceedings of the 2017 IEEE Conference on Computer Communications Workshops, 2017

Survival prediction of ICU patients using knowledge intensive data grouping and selection.

Mohammad Mehedy Masud, Muhsin Cheratta, Abdel Rahman Al Harahsheh

Proceedings of the 6th International Conference on Information and Communication Technology and Accessibility, 2017

Toward Optimal Streaming Feature Selection.

Noura H. Al Nuaimi, Mohammad M. Masud

Proceedings of the 2017 IEEE International Conference on Data Science and Advanced Analytics, 2017

Multistream regression with asynchronous concept drift detection.

Bo Dong, Yifan Li, Yang Gao, Ahsanul Haque, Latifur Khan, Mohammad M. Masud

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016

Recurring and Novel Class Detection Using Class-Based Ensemble for Evolving Data Stream.

Tahseen Al-Khateeb, Mohammad M. Masud, Khaled Al-Naami, Sadi Evren Seker, Ahmad M. Mustafa, Latifur Khan, Zouheir Trabelsi, Charu C. Aggarwal, Jiawei Han

IEEE Trans. Knowl. Data Eng., 2016

An extended identity-based cryptography protocol based on biometric.

Zouheir Trabelsi, Mohammad M. Masud

Int. J. Inf. Priv. Secur. Integr., 2016

Mortality prediction of ICU patients using lab test data by feature vector compaction & classification.

Mohammad Mehedy Masud, Abdel Rahman Al Harahsheh

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

Network Packet Filtering and Deep Packet Inspection Hybrid Mechanism for IDS Early Packet Matching.

Zouheir Trabelsi, Safaa Zeidan, Mohammad M. Masud

Proceedings of the 30th IEEE International Conference on Advanced Information Networking and Applications, 2016

2015

A social learning analytics approach to cognitive apprenticeship.

Eman Abu Khousa, Yacine Atif, Mohammad M. Masud

Smart Learn. Environ., 2015

On Investigating the Effectiveness of Biometric Readers in Thwarting Network Attacks: A Secure Architecture Design Proposal.

Zouheir Trabelsi, Mohamed Al-Hemairy, Mohammad M. Masud

J. Intell. Syst., 2015

ICU Patient Deterioration prediction: a Data-Mining Approach.

Noura H. Al Nuaimi, Mohammad M. Masud, Farhan Mohammed

CoRR, 2015

Statistical dynamic splay tree filters towards multilevel firewall packet filtering enhancement.

Zouheir Trabelsi, Safaa Zeidan, Mohammad M. Masud, Kilani Ghoudi

Comput. Secur., 2015

Online Prediction of Chess Match Result.

Mohammad M. Masud, Ameera Al-Shehhi, Eiman Al-Shamsi, Shamma Al-Hassani, Asmaa Al-Hamoudi, Latifur Khan

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

Trusting the same: Using similarity to establish trust among vehicles.

Hind Obaid Al Falasi, Mohammad M. Masud, Nader Mohamed

Proceedings of the 2015 International Conference on Collaboration Technologies and Systems, 2015

2014

A data driven firewall for faster packet filtering.

Mohammad M. Masud, Umniya Mustafa, Zouheir Trabelsi

Proceedings of the Fourth International Conference on Communications and Networking, 2014

FSBD: A Framework for Scheduling of Big Data Mining in Cloud Computing.

Leila Ismail, Mohammad M. Masud, Latifur Khan

Proceedings of the 2014 IEEE International Congress on Big Data, Anchorage, AK, USA, June 27, 2014

2013

Classification and Adaptive Novel Class Detection of Feature-Evolving Data Streams.

Mohammad M. Masud, Qing Chen, Latifur Khan, Charu C. Aggarwal, Jing Gao, Jiawei Han, Ashok Srivastava, Nikunj C. Oza

IEEE Trans. Knowl. Data Eng., 2013

Firewall performance optimization using data mining techniques.

Umniya Mustafa, Mohammad M. Masud, Zouheir Trabelsi, Timothy Wood, Zainab Al Harthi

Proceedings of the 2013 9th International Wireless Communications and Mobile Computing Conference, 2013

2012

Stream Classification with Recurring and Novel Class Detection Using Class-Based Ensemble.

Tahseen Al-Khateeb, Mohammad M. Masud, Latifur Khan, Charu C. Aggarwal, Jiawei Han, Bhavani Thuraisingham

Proceedings of the 12th IEEE International Conference on Data Mining, 2012

Cloud Guided Stream Classification Using Class-Based Ensemble.

Tahseen Al-Khateeb, Mohammad M. Masud, Latifur Khan, Bhavani Thuraisingham

Proceedings of the 2012 IEEE Fifth International Conference on Cloud Computing, 2012

2011

Cloud-based malware detection for evolving data streams.

Mohammad M. Masud, Tahseen Al-Khateeb, Kevin W. Hamlen, Jing Gao, Latifur Khan, Jiawei Han, Bhavani Thuraisingham

ACM Trans. Manag. Inf. Syst., 2011

Classification and Novel Class Detection in Concept-Drifting Data Streams under Time Constraints.

Mohammad M. Masud, Jing Gao, Latifur Khan, Jiawei Han, Bhavani M. Thuraisingham

IEEE Trans. Knowl. Data Eng., 2011

Heuristics-Based Query Processing for Large RDF Graphs Using Cloud Computing.

Mohammad Farhan Husain, James P. McGlothlin, Mohammad M. Masud, Latifur R. Khan, Bhavani M. Thuraisingham

IEEE Trans. Knowl. Data Eng., 2011

Facing the reality of data stream classification: coping with scarcity of labeled data.

Mohammad M. Masud, Clay Woolam, Jing Gao, Latifur Khan, Jiawei Han, Kevin W. Hamlen, Nikunj C. Oza

Knowl. Inf. Syst., 2011

Detecting Recurring and Novel Classes in Concept-Drifting Data Streams.

Mohammad M. Masud, Tahseen Al-Khateeb, Latifur Khan, Charu C. Aggarwal, Jing Gao, Jiawei Han, Bhavani Thuraisingham

Proceedings of the 11th IEEE International Conference on Data Mining, 2011

2010

Classification and Novel Class Detection of Data Streams in a Dynamic Feature Space.

Mohammad M. Masud, Qing Chen, Jing Gao, Latifur Khan, Jiawei Han, Bhavani Thuraisingham

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

Classification and Novel Class Detection in Data Streams with Active Mining.

Mohammad M. Masud, Jing Gao, Latifur Khan, Jiawei Han, Bhavani Thuraisingham

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010

Addressing Concept-Evolution in Concept-Drifting Data Streams.

Mohammad M. Masud, Qing Chen, Latifur Khan, Charu C. Aggarwal, Jing Gao, Jiawei Han, Bhavani Thuraisingham

Proceedings of the ICDM 2010, 2010

2009

Exploiting an antivirus interface.

Kevin W. Hamlen, Vishwath Mohan, Mohammad M. Masud, Latifur Khan, Bhavani Thuraisingham

Comput. Stand. Interfaces, 2009

Integrating Novel Class Detection with Classification for Concept-Drifting Data Streams.

Mohammad M. Masud, Jing Gao, Latifur Khan, Jiawei Han, Bhavani Thuraisingham

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2009

A Multi-partition Multi-chunk Ensemble Technique to Classify Concept-Drifting Data Streams.

Mohammad M. Masud, Jing Gao, Latifur Khan, Jiawei Han, Bhavani Thuraisingham

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009

Lacking Labels in the Stream: Classifying Evolving Stream Data with Few Labels.

Clay Woolam, Mohammad M. Masud, Latifur Khan

Proceedings of the Foundations of Intelligent Systems, 18th International Symposium, 2009

2008

A scalable multi-level feature extraction technique to detect malicious executables.

Mohammad M. Masud, Latifur Khan, Bhavani Thuraisingham

Inf. Syst. Frontiers, 2008

Detecting Remote Exploits Using Data Mining.

Mohammad M. Masud, Latifur Khan, Bhavani Thuraisingham, Xinran Wang, Peng Liu, Sencun Zhu

Proceedings of the Advances in Digital Forensics IV, 2008

A Practical Approach to Classify Evolving Data Streams: Training with Limited Amount of Labeled Data.

Mohammad M. Masud, Jing Gao, Latifur Khan, Jiawei Han, Bhavani Thuraisingham

Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Data Mining for Security Applications.

Bhavani Thuraisingham, Latifur Khan, Mohammad M. Masud, Kevin W. Hamlen

Proceedings of the 2008 IEEE/IPIP International Conference on Embedded and Ubiquitous Computing (EUC 2008), 2008

Peer to peer botnet detection for cyber-security: a data mining approach.

Mohammad M. Masud, Jing Gao, Latifur Khan, Jiawei Han, Bhavani Thuraisingham

Proceedings of the 4th annual workshop on Cyber security and information intelligence research, 2008

2007

E-Mail Worm Detection Using Data Mining.

Mohammad M. Masud, Latifur Khan, Bhavani Thuraisingham

Int. J. Inf. Secur. Priv., 2007

Feature Based Techniques for Auto-Detection of Novel Email Worms.

Mohammad M. Masud, Latifur Khan, Bhavani Thuraisingham

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2007

A Hybrid Model to Detect Malicious Executables.

Mohammad M. Masud, Latifur Khan, Bhavani Thuraisingham

Proceedings of IEEE International Conference on Communications, 2007

2006

Email Worm Detection Using Naïve Bayes and Support Vector Machine.

Mohammad M. Masud, Latifur Khan, Ehab Al-Shaer

Proceedings of the Intelligence and Security Informatics, 2006