Iqbal H. Sarker

140 papers B 2C 9Misc 2Journal 104Unranked 21
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Generative AI Method for Minority Class Handling in Anomaly Detection with Drift and Explainability Analysis.
New Gener. Comput.
Kelvin J. Mwiga, Mussa Ally Dida, Ahmad Mohsin, Iqbal H. Sarker
2026 J jnl
An explainable transformer-based model for phishing email detection: A large language model approach.
Comput. Networks
Mohammad Amaz Uddin, Md. Mahiuddin, Iqbal H. Sarker
2026 J jnl
DistilXIDS: Efficient, lightweight and explainable transformer-based language model for real-time network intrusion detection.
Neurocomputing
Amal Ajayan, G. Kirubavathi Venkatesh, Iqbal H. Sarker
2026 J jnl
Mitigating malware prevalence in networks with arbitrary topologies: a Flip-It cyber game approach integrated with epidemic modeling.
Inf. Sci.
Mousa Tayseer Jafar, Lu-Xing Yang, Gang Li, Robin Doss, Kon Mouzakis, Rajesh Vasa, Helge Janicke, Ahmed Ibrahim, Ahmed Mohsin, Iqbal H. Sarker, Kristen Moore, Seyit Camtepe, Diksha Goel
2026 J jnl
XNFT: Explainable network flow transformer for transparent detection of DDoS attacks in real-world networks.
Comput. Networks
Amal Ajayan, G. Kirubavathi, Iqbal H. Sarker
2025 J jnl
A Unified Framework for Human AI Collaboration in Security Operations Centers with Trusted Autonomy.
CoRR
Ahmad Mohsin, Helge Janicke, Ahmed Ibrahim, Iqbal H. Sarker, Seyit Camtepe
2025 J jnl
A hybrid deep learning framework for daily living human activity recognition with cluster-based video summarization.
Multim. Tools Appl.
Md Shihab Hossain, Kaushik Deb, Saadman Sakib, Iqbal H. Sarker
2025 J jnl
AI Enabled User-Specific Cyberbullying Severity Detection with Explainability.
CoRR
Tabia Tanzin Prama, Jannatul Ferdaws Amrin, Md. Mushfique Anwar, Iqbal H. Sarker
2025 J jnl
BRIDG-ICS: AI-Grounded Knowledge Graphs for Intelligent Threat Analytics in Industry~5.0 Cyber-Physical Systems.
CoRR
Padmeswari Nandiya, Ahmad Mohsin, Ahmed Ibrahim, Iqbal H. Sarker, Helge Janicke
2025 J jnl
ExplainableDetector: Exploring transformer-based language modeling approach for SMS spam detection with explainability analysis.
Digit. Commun. Networks
Mohammad Amaz Uddin, Muhammad Nazrul Islam, Leandros Maglaras, Helge Janicke, Iqbal H. Sarker
2025 J jnl
Innovating Augmented Reality Security: Recent E2E Encryption Approaches.
CoRR
Hamish Alsop, Leandros Maglaras, Helge Janicke, Iqbal H. Sarker, Mohamed Amine Ferrag
2025 J jnl
SME-TEAM: Leveraging Trust and Ethics for Secure and Responsible Use of AI and LLMs in SMEs.
CoRR
Iqbal H. Sarker, Helge Janicke, Ahmad Mohsin, Leandros Maglaras
2024 J jnl
A Data-Driven Predictive Analysis on Cyber Security Threats with Key Risk Factors.
CoRR
Fatama Tuz Johora, Md Shahedul Islam Khan, Esrath Kanon, Mohammad Abu Tareq Rony, Md. Zubair, Iqbal H. Sarker
2024 J jnl
A differential privacy aided DeepFed intrusion detection system for IoT applications.
Secur. Priv.
Sayeda Suaiba Anwar, Asaduzzaman, Iqbal H. Sarker
2024 J jnl
AI-Analyst: An AI-Assisted SDLC Analysis Framework for Business Cost Optimization.
IEEE Access
Nuruzzaman Faruqui, Priyabrata Thatoi, Rohit Choudhary, Ivana Roncevic, Hamed AlQahtani, Iqbal H. Sarker, Shapla Khanam
2024 — book
AI-Driven Cybersecurity and Threat Intelligence - Cyber Automation, Intelligent Decision-Making and Explainability
AI-Driven Cybersecurity and Threat Intelligence
Iqbal H. Sarker
2024 J jnl
Agricultural Recommendation System based on Deep Learning: A Multivariate Weather Forecasting Approach.
CoRR
Md. Zubair, Md. Shahidul Salim, Mehrab Mustafy Rahman, Mohammad Jahid Ibna Basher, Shahin Imran, Iqbal H. Sarker
2024 J jnl
An Explainable Transformer-based Model for Phishing Email Detection: A Large Language Model Approach.
CoRR
Mohammad Amaz Uddin, Iqbal H. Sarker
2024 J jnl
An improved transformer-based model for detecting phishing, spam and ham emails: A large language model approach.
Secur. Priv.
Suhaima Jamal, Hayden Wimmer, Iqbal H. Sarker
2024 J jnl
Automated Sensor Node Malicious Activity Detection with Explainability Analysis.
Sensors
Md. Zubair, Helge Janicke, Ahmad Mohsin, Leandros Maglaras, Iqbal H. Sarker
2024 J jnl
Can We Trust Large Language Models Generated Code? A Framework for In-Context Learning, Security Patterns, and Code Evaluations Across Diverse LLMs.
CoRR
Ahmad Mohsin, Helge Janicke, Adrian Wood, Iqbal H. Sarker, Leandros Maglaras, Naeem Janjua
2024 J jnl
Critical Infrastructure Protection: Generative AI, Challenges, and Opportunities.
CoRR
Yagmur Yigit, Mohamed Amine Ferrag, Iqbal H. Sarker, Leandros A. Maglaras, Christos Chrysoulas, Naghmeh Moradpoor, Helge Janicke
2024 J jnl
Cyberbullying Text Identification based on Deep Learning and Transformer-based Language Models.
EAI Endorsed Trans. Ind. Networks Intell. Syst.
Khalid Saifullah, Mohammad Ibrahim Khan, Suhaima Jamal, Iqbal H. Sarker
2024 J jnl
Detecting Anomalies in Blockchain Transactions using Machine Learning Classifiers and Explainability Analysis.
CoRR
Mohammad Hasan, Mohammad Shahriar Rahman, Helge Janicke, Iqbal H. Sarker
2024 J jnl
Explainable AI for cybersecurity automation, intelligence and trustworthiness in digital twin: Methods, taxonomy, challenges and prospects.
ICT Express
Iqbal H. Sarker, Helge Janicke, Ahmad Mohsin, Asif Gill, Leandros Maglaras
2024 J jnl
ExplainableDetector: Exploring Transformer-based Language Modeling Approach for SMS Spam Detection with Explainability Analysis.
CoRR
Mohammad Amaz Uddin, Muhammad Nazrul Islam, Leandros Maglaras, Helge Janicke, Iqbal H. Sarker
2024 J jnl
LLM potentiality and awareness: a position paper from the perspective of trustworthy and responsible AI modeling.
Discov. Artif. Intell.
Iqbal H. Sarker
2024 J jnl
Multi-aspect rule-based AI: Methods, taxonomy, challenges and directions towards automation, intelligence and transparent cybersecurity modeling for critical infrastructures.
Internet Things
Iqbal H. Sarker, Helge Janicke, Mohamed Amine Ferrag, Alsharif Abuadbba
2024 J jnl
PDF Malware Detection: Toward Machine Learning Modeling With Explainability Analysis.
IEEE Access
G. M. Sakhawat Hossain, Kaushik Deb, Helge Janicke, Iqbal H. Sarker
2023 J jnl
AI Potentiality and Awareness: A Position Paper from the Perspective of Human-AI Teaming in Cybersecurity.
CoRR
Iqbal H. Sarker, Helge Janicke, Nazeeruddin Mohammad, Paul A. Watters, Surya Nepal
2023 J jnl
Attention-Based Human Age Estimation from Face Images to Enhance Public Security.
Data
Md. Ashiqur Rahman, Shuhena Salam Aonty, Kaushik Deb, Iqbal H. Sarker
2023 J jnl
CovTiNet: Covid text identification network using attention-based positional embedding feature fusion.
Neural Comput. Appl.
Md. Rajib Hossain, Mohammed Moshiul Hoque, Nazmul H. Siddique, Iqbal H. Sarker
2023 J jnl
Data-Driven Intelligence can Revolutionize Today's Cybersecurity World: A Position Paper.
CoRR
Iqbal H. Sarker, Helge Janicke, Leandros Maglaras, Seyit Camtepe
2023 J jnl
Exploring a Hybrid Deep Learning Framework to Automatically Discover Topic and Sentiment in COVID-19 Tweets.
CoRR
Khandaker Tayef Shahriar, Iqbal H. Sarker
2023 J jnl
Improved YOLOv5-Based Real-Time Road Pavement Damage Detection in Road Infrastructure Management.
Algorithms
Abdullah As Sami, Saadman Sakib, Kaushik Deb, Iqbal H. Sarker
2023 J jnl
Internet of Things (IoT) Security Intelligence: A Comprehensive Overview, Machine Learning Solutions and Research Directions.
Mob. Networks Appl.
Iqbal H. Sarker, Asif Irshad Khan, Yoosef B. Abushark, Fawaz Alsolami
2023 J jnl
Multi-aspects AI-based modeling and adversarial learning for cybersecurity intelligence and robustness: A comprehensive overview.
Secur. Priv.
Iqbal H. Sarker
2022 — conf
A Stacked Ensemble Spyware Detection Model Using Hyper-Parameter Tuned Tree Based Classifiers.
MIET (2)
Nowshin Tasnim, Md. Musfique Anwar, Iqbal H. Sarker
2022 J jnl
AI-Based Modeling: Techniques, Applications and Research Issues Towards Automation, Intelligent and Smart Systems.
SN Comput. Sci.
Iqbal H. Sarker
2022 — conf
Aspect Based Sentiment Analysis of COVID-19 Tweets Using Blending Ensemble of Deep Learning Models.
MIET (1)
Khandaker Tayef Shahriar, Md Musfique Anwar, Iqbal H. Sarker
2022 J jnl
BEmoC: A Corpus for Identifying Emotion in Bengali Texts.
SN Comput. Sci.
Md. Asif Iqbal, Avishek Das, Omar Sharif, Mohammed Moshiul Hoque, Iqbal H. Sarker
2022 J jnl
CARAN: A Context-Aware Recency-Based Attention Network for Point-of-Interest Recommendation.
IEEE Access
Md. Billal Hossain, Mohammad Shamsul Arefin, Iqbal H. Sarker, Md. Kowsher, Pranab Kumar Dhar, Takeshi Koshiba
2022 — conf
Classifying Sentiments from Movie Reviews Using Deep Neural Networks.
ICO
Syed Mohammad Minhaz Hossain, Jayed Akbar Sumon, Md. Iftaker Alam, Khaleque Md. Aashiq Kamal, Anik Sen, Iqbal H. Sarker
2022 — conf
Cyber-Attack Detection Through Ensemble-Based Machine Learning Classifier.
MIET (2)
Mohammad Amaz Uddin, Khandaker Tayef Shahriar, Md. Mokammel Haque, Iqbal H. Sarker
2022 — conf
Diagnosis and Classification of Fetal Health Based on CTG Data Using Machine Learning Techniques.
MIET (2)
Md. Monirul Islam, Md. Rokunojjaman, Al Amin, Md. Nasim Akhtar, Iqbal H. Sarker
2022 J jnl
Effectively predicting cyber-attacks through isolation forest learning-based outlier detection.
Secur. Priv.
Rony Chowdhury Ripan, Md. Moinul Islam, Hamed AlQahtani, Iqbal H. Sarker
2022 J jnl
Smart City Data Science: Towards data-driven smart cities with open research issues.
Internet Things
Iqbal H. Sarker
2021 J jnl
A Data-Driven Heart Disease Prediction Model Through K-Means Clustering-Based Anomaly Detection.
SN Comput. Sci.
Rony Chowdhury Ripan, Iqbal H. Sarker, Syed Mohammad Minhaz Hossain, Md Musfique Anwar, Raza Nowrozy, Mohammed Moshiul Hoque, Md. Hasan Furhad
2021 J jnl
A Dynamic Topic Identification and Labeling Approach of COVID-19 Tweets.
CoRR
Khandaker Tayef Shahriar, Iqbal H. Sarker, Muhammad Nazrul Islam, Mohammad Ali Moni
2021 J jnl
AI-Driven Cybersecurity: An Overview, Security Intelligence Modeling and Research Directions.
SN Comput. Sci.
Iqbal H. Sarker, Md. Hasan Furhad, Raza Nowrozy
2021 J jnl
Active Vision-Based Attention Monitoring System for Non-Distracted Driving.
IEEE Access
Lamia Alam, Mohammed Moshiul Hoque, M. Ali Akber Dewan, Nazmul H. Siddique, Iñaki Rañó, Iqbal H. Sarker
2021 J jnl
An Efficient K-means Clustering Algorithm for Analysing COVID-19.
CoRR
Md. Zubair, Md. Asif Iqbal, Avijeet Shil, Enamul Haque, Mohammed Moshiul Hoque, Iqbal H. Sarker
2021 J jnl
An Isolation Forest Learning Based Outlier Detection Approach for Effectively Classifying Cyber Anomalies.
CoRR
Rony Chowdhury Ripan, Iqbal H. Sarker, Md Musfique Anwar, Md. Hasan Furhad, Fazle Rahat, Mohammed Moshiul Hoque, Muhammad Sarfraz
2021 J jnl
Attribute Driven Temporal Active Online Community Search.
IEEE Access
Badhan Chandra Das, Md Musfique Anwar, Md. Al-Amin Bhuiyan, Iqbal H. Sarker, Salem A. Alyami, Mohammad Ali Moni
2021 J jnl
Authorship Classification in a Resource Constraint Language Using Convolutional Neural Networks.
IEEE Access
Md. Rajib Hossain, Mohammed Moshiul Hoque, M. Ali Akber Dewan, Nazmul H. Siddique, Md. Nazmul Islam, Iqbal H. Sarker
2021 J jnl
Bengali text document categorization based on very deep convolution neural network.
Expert Syst. Appl.
Md. Rajib Hossain, Mohammed Moshiul Hoque, Nazmul H. Siddique, Iqbal H. Sarker
2021 — book
Context-Aware Machine Learning and Mobile Data Analytics - Automated Rule-based Services with Intelligent Decision-Making
Context-Aware Machine Learning and Mobile Data Analytics
Iqbal H. Sarker, Alan Colman, Jun Han, Paul A. Watters
2021 J jnl
CyberLearning: Effectiveness Analysis of Machine Learning Security Modeling to Detect Cyber-Anomalies and Multi-Attacks.
CoRR
Iqbal H. Sarker
2021 J jnl
CyberLearning: Effectiveness analysis of machine learning security modeling to detect cyber-anomalies and multi-attacks.
Internet Things
Iqbal H. Sarker
2021 J jnl
Data Science and Analytics: An Overview from Data-Driven Smart Computing, Decision-Making and Applications Perspective.
SN Comput. Sci.
Iqbal H. Sarker
2021 J jnl
Deep Cybersecurity: A Comprehensive Overview from Neural Network and Deep Learning Perspective.
SN Comput. Sci.
Iqbal H. Sarker
2021 J jnl
Deep Learning: A Comprehensive Overview on Techniques, Taxonomy, Applications and Research Directions.
SN Comput. Sci.
Iqbal H. Sarker
2021 J jnl
Development of Duplex Eye Contact Framework for Human-Robot Inter Communication.
IEEE Access
Shayla Sharmin, Mohammed Moshiul Hoque, S. M. Riazul Islam, Md. Fazlul Kader, Iqbal H. Sarker
2021 — conf
Emotion Classification in a Resource Constrained Language Using Transformer-based Approach.
NAACL-HLT (Student Research Workshop)
Avishek Das, Omar Sharif, Mohammed Moshiul Hoque, Iqbal H. Sarker
2021 J jnl
Emotion Classification in a Resource Constrained Language Using Transformer-based Approach.
CoRR
Avishek Das, Omar Sharif, Mohammed Moshiul Hoque, Iqbal H. Sarker
2021 — conf
Hybrid CNN-GRU Framework with Integrated Pre-trained Language Transformer for SMS Phishing Detection.
ICFNDS
Rubaiath E. Ulfath, Hamed AlQahtani, Mohammad Hammoudeh, Iqbal H. Sarker
2021 J jnl
Machine Learning: Algorithms, Real-World Applications and Research Directions.
SN Comput. Sci.
Iqbal H. Sarker
2021 J jnl
Mobile Data Science and Intelligent Apps: Concepts, AI-Based Modeling and Research Directions.
Mob. Networks Appl.
Iqbal H. Sarker, Mohammed Moshiul Hoque, Md Kafil Uddin, Tawfeeq Alsanoosy
2021 J jnl
Mobile Deep Learning: Exploring Deep Neural Network for Predicting Context-Aware Smartphone Usage.
SN Comput. Sci.
Iqbal H. Sarker, Yoosef B. Abushark, Asif Irshad Khan, Md. Mottahir Alam, Raza Nowrozy
2021 J jnl
Mobile Expert System: Exploring Context-Aware Machine Learning Rules for Personalized Decision-Making in Mobile Applications.
Symmetry
Iqbal H. Sarker, Asif Irshad Khan, Yoosef B. Abushark, Fawaz Alsolami
2021 J jnl
Predicting Individual Substance Abuse Vulnerability using Machine Learning Techniques.
CoRR
Uwaise Ibna Islam, Iqbal H. Sarker, Enamul Haque, Mohammed Moshiul Hoque
2021 C conf
Spam Filtering of Mobile SMS Using CNN-LSTM Based Deep Learning Model.
HIS
Syed Mohammad Minhaz Hossain, Jayed Akbar Sumon, Anik Sen, Md. Iftaker Alam, Khaleque Md. Aashiq Kamal, Hamed AlQahtani, Iqbal H. Sarker
2021 — conf
WikiServe: Using Wikipedia to Match IoT based Services for Situation Response.
ICSIE
Sazid Zaman Khan, Alan Colman, Iqbal H. Sarker
2021 — conf
iMedMS: An IoT Based Intelligent Medication Monitoring System for Elderly Healthcare.
ICO
Khalid Ibn Zinnah Apu, Mohammed Moshiul Hoque, Iqbal H. Sarker
2020 J jnl
A Rule Based Expert System to Assess Coronary Artery Disease under Uncertainty.
CoRR
Sohrab Hossain, Dhiman Sarma, Rana Jyoti Chakma, Wahidul Alam, Mohammed Moshiul Hoque, Iqbal H. Sarker
2020 — conf
A Rule-Based Expert System to Assess Coronary Artery Disease Under Uncertainty.
COMS2
Sohrab Hossain, Dhiman Sarma, Rana Jyoti Chakma, Wahidul Alam, Mohammed Moshiul Hoque, Iqbal H. Sarker
2020 J jnl
A Survey of Context-Aware Access Control Mechanisms for Cloud and Fog Networks: Taxonomy and Open Research Issues.
Sensors
A. S. M. Kayes, Rudri Kalaria, Iqbal H. Sarker, Md. Saiful Islam, Paul A. Watters, Alex Ng, Mohammad Hammoudeh, Shahriar Badsha, Indika Kumara
2020 J jnl
A Survey on the Use of AI and ML for Fighting the COVID-19 Pandemic.
CoRR
Muhammad Nazrul Islam, Toki Tahmid Inan, Suzzana Rafi, Syeda Sabrina Akter, Iqbal H. Sarker, A. K. M. Najmul Islam
2020 J jnl
A Systematic Review on the Use of AI and ML for Fighting the COVID-19 Pandemic.
IEEE Trans. Artif. Intell.
Muhammad Nazrul Islam, Toki Tahmid Inan, Suzzana Rafi, Syeda Sabrina Akter, Iqbal H. Sarker, A. K. M. Najmul Islam
2020 J jnl
ABC-RuleMiner: User behavioral rule-based machine learning method for context-aware intelligent services.
J. Netw. Comput. Appl.
Iqbal H. Sarker, A. S. M. Kayes
2020 C conf
An Effective Heart Disease Prediction Model Based on Machine Learning Techniques.
HIS
Rony Chowdhury Ripan, Iqbal H. Sarker, Md. Hasan Furhad, Md Musfique Anwar, Mohammed Moshiul Hoque
2020 C conf
An Efficient K-Means Clustering Algorithm for Analysing COVID-19.
HIS
Md. Zubair, Md. Asif Iqbal, Avijeet Shil, Enamul Haque, Mohammed Moshiul Hoque, Iqbal H. Sarker
2020 C conf
An Isolation Forest Learning Based Outlier Detection Approach for Effectively Classifying Cyber Anomalies.
HIS
Rony Chowdhury Ripan, Iqbal H. Sarker, Md Musfique Anwar, Md. Hasan Furhad, Fazle Rahat, Mohammed Moshiul Hoque, Muhammad Sarfraz
2020 J jnl
BehavDT: A Behavioral Decision Tree Learning to Build User-Centric Context-Aware Predictive Model.
CoRR
Iqbal H. Sarker, Alan Colman, Jun Han, Asif Irshad Khan, Yoosef B. Abushark, Khaled Salah
2020 J jnl
BehavDT: A Behavioral Decision Tree Learning to Build User-Centric Context-Aware Predictive Model.
Mob. Networks Appl.
Iqbal H. Sarker, Alan Colman, Jun Han, Asif Irshad Khan, Yoosef B. Abushark, Khaled Salah
2020 J jnl
CalBehav: A Machine Learning-Based Personalized Calendar Behavioral Model Using Time-Series Smartphone Data.
Comput. J.
Iqbal H. Sarker, Alan Colman, Jun Han, A. S. M. Kayes, Paul A. Watters
2020 J jnl
Context pre-modeling: an empirical analysis for classification based user-centric context-aware predictive modeling.
J. Big Data
Iqbal H. Sarker, Hamed AlQahtani, Fawaz Alsolami, Asif Irshad Khan, Yoosef B. Abushark, Mohammad Khubeb Siddiqui
2020 J jnl
ContextPCA: Predicting Context-Aware Smartphone Apps Usage Based On Machine Learning Techniques.
Symmetry
Iqbal H. Sarker, Yoosef B. Abushark, Asif Irshad Khan
2020 — conf
Crime Prediction Using Spatio-Temporal Data.
COMS2
Sohrab Hossain, Ahmed Abtahee, Imran Kashem, Mohammed Moshiul Hoque, Iqbal H. Sarker
2020 J jnl
Crime Prediction Using Spatio-Temporal Data.
CoRR
Sohrab Hossain, Ahmed Abtahee, Imran Kashem, Mohammed Moshiul Hoque, Iqbal H. Sarker
2020 — conf
Cyber Intrusion Detection Using Machine Learning Classification Techniques.
COMS2
Hamed AlQahtani, Iqbal H. Sarker, Asra Kalim, Syed Md. Minhaz Hossain, Sheikh Ikhlaq, Sohrab Hossain
2020 J jnl
Cybersecurity data science: an overview from machine learning perspective.
J. Big Data
Iqbal H. Sarker, A. S. M. Kayes, Shahriar Badsha, Hamed AlQahtani, Paul A. Watters, Alex Ng
2020 J jnl
E-MIIM: an ensemble-learning-based context-aware mobile telephony model for intelligent interruption management.
AI Soc.
Iqbal H. Sarker, A. S. M. Kayes, Md. Hasan Furhad, Mohammad Mainul Islam, Md. Shohidul Islam
2020 J jnl
IntruDTree: A Machine Learning Based Cyber Security Intrusion Detection Model.
Symmetry
Iqbal H. Sarker, Yoosef B. Abushark, Fawaz Alsolami, Asif Irshad Khan
2020 J jnl
K-Nearest Neighbor Learning based Diabetes Mellitus Prediction and Analysis for eHealth Services.
EAI Endorsed Trans. Scalable Inf. Syst.
Iqbal H. Sarker, Md. Faisal Faruque, Hamed AlQahtani, Asra Kalim
2020 J jnl
Predicting Diabetes Mellitus and Analysing Risk-Factors Correlation.
EAI Endorsed Trans. Pervasive Health Technol.
Md. Faisal Faruque, Asaduzzaman, Syed Mohammad Minhaz Hossain, Md. Hasan Furhad, Iqbal H. Sarker
2020 C conf
Predicting Individual Substance Abuse Vulnerability Using Machine Learning Techniques.
HIS
Uwaise Ibna Islam, Iqbal H. Sarker, Enamul Haque, Mohammed Moshiul Hoque
2020 C conf
Rice Leaf Diseases Recognition Using Convolutional Neural Networks.
ADMA
Syed Mohammad Minhaz Hossain, Md. Monjur Morhsed Tanjil, Mohammed Abser Bin Ali, Mohammad Zihadul Islam, Md. Saiful Islam, Sabrina Mobassirin, Iqbal H. Sarker, S. M. Riazul Islam
2020 C conf
SentiLSTM: A Deep Learning Approach for Sentiment Analysis of Restaurant Reviews.
HIS
Eftekhar Hossain, Omar Sharif, Mohammed Moshiul Hoque, Iqbal H. Sarker
2020 J jnl
SentiLSTM: A Deep Learning Approach for Sentiment Analysis of Restaurant Reviews.
CoRR
Eftekhar Hossain, Omar Sharif, Mohammed Moshiul Hoque, Iqbal H. Sarker
2020 C conf
Text Classification Using Convolution Neural Networks with FastText Embedding.
HIS
Md. Rajib Hossain, Mohammed Moshiul Hoque, Iqbal H. Sarker
2020 — conf
Towards POS Tagging Methods for Bengali Language: A Comparative Analysis.
ICO
Fatima Jahara, Adrita Barua, Md. Asif Iqbal, Avishek Das, Omar Sharif, Mohammed Moshiul Hoque, Iqbal H. Sarker
2019 J jnl
A Machine Learning based Robust Prediction Model for Real-life Mobile Phone Data.
CoRR
Iqbal H. Sarker
2019 J jnl
A machine learning based robust prediction model for real-life mobile phone data.
Internet Things
Iqbal H. Sarker
2019 J jnl
AppsPred: Predicting Context-Aware Smartphone Apps using Random Forest Learning.
CoRR
Iqbal H. Sarker, Khaled Salah
2019 J jnl
AppsPred: Predicting context-aware smartphone apps using random forest learning.
Internet Things
Iqbal H. Sarker, Khaled Salah
2019 J jnl
CalBehav: A Machine Learning based Personalized Calendar Behavioral Model using Time-Series Smartphone Data.
CoRR
Iqbal H. Sarker, Alan Colman, Jun Han, A. S. M. Kayes, Paul A. Watters
2019 J jnl
Context-aware rule learning from smartphone data: survey, challenges and future directions.
J. Big Data
Iqbal H. Sarker
2019 J jnl
E-MIIM: An Ensemble Learning based Context-Aware Mobile Telephony Model for Intelligent Interruption Management.
CoRR
Iqbal H. Sarker, A. S. M. Kayes, Md. Hasan Furhad, Mohammad Mainul Islam, Md. Shohidul Islam
2019 J jnl
Effectiveness analysis of machine learning classification models for predicting personalized context-aware smartphone usage.
J. Big Data
Iqbal H. Sarker, A. S. M. Kayes, Paul A. Watters
2019 J jnl
Exploiting Data-Centric Social Context in Phone Call Prediction: A Machine Learning based Study.
EAI Endorsed Trans. Scalable Inf. Syst.
Iqbal H. Sarker
2019 J jnl
Mining individualized context-dependent behavioral rules from smartphone data.
J. Ambient Intell. Smart Environ.
Iqbal H. Sarker
2019 J jnl
Performance Analysis of Machine Learning Techniques to Predict Diabetes Mellitus.
CoRR
Md. Faisal Faruque, Asaduzzaman, Iqbal H. Sarker
2019 J jnl
RecencyMiner: mining recency-based personalized behavior from contextual smartphone data.
J. Big Data
Iqbal H. Sarker, Alan Colman, Jun Han
2019 J jnl
Research issues in mining user behavioral rules for context-aware intelligent mobile applications.
Iran J. Comput. Sci.
Iqbal H. Sarker
2018 — conf
BehavMiner: Mining User Behaviors from Mobile Phone Data for Personalized Services.
PerCom Workshops
Iqbal H. Sarker
2018 J jnl
Individualized Time-Series Segmentation for Mining Mobile Phone User Behavior.
Comput. J.
Iqbal H. Sarker, Alan Colman, Muhammad Ashad Kabir, Jun Han
2018 J jnl
Individualized Time-Series Segmentation for Mining Mobile Phone User Behavior.
CoRR
Iqbal H. Sarker, Alan Colman, Muhammad Ashad Kabir, Jun Han
2018 — conf
Mining User Behavioral Rules from Smartphone Data Through Association Analysis.
PAKDD (1)
Iqbal H. Sarker, Flora D. Salim
2018 J jnl
Mining User Behavioral Rules from Smartphone Data through Association Analysis.
CoRR
Iqbal H. Sarker, Flora D. Salim
2018 J jnl
Mobile Data Science: Towards Understanding Data-Driven Intelligent Mobile Applications.
CoRR
Iqbal H. Sarker
2018 J jnl
Mobile Data Science: Towards Understanding Data-Driven Intelligent Mobile Applications.
EAI Endorsed Trans. Scalable Inf. Syst.
Iqbal H. Sarker
2018 J jnl
Research Issues in Mining User Behavioral Rules for Context-Aware Intelligent Mobile Applications.
CoRR
Iqbal H. Sarker
2018 J jnl
SilentPhone: Inferring User Unavailability based Opportune Moments to Minimize Call Interruptions.
CoRR
Iqbal H. Sarker
2018 J jnl
SilentPhone: Inferring User Unavailability based Opportune Moments to Minimize Call Interruptions.
EAI Endorsed Trans. Mob. Commun. Appl.
Iqbal H. Sarker
2018 J jnl
Understanding the Role of Data-Centric Social Context in Personalized Mobile Applications.
EAI Endorsed Trans. Context aware Syst. Appl.
Iqbal H. Sarker
2018 J jnl
Understanding the Role of Data-Centric Social Context in Personalized Mobile Applications.
CoRR
Iqbal H. Sarker
2017 — conf
An Approach to Modeling Call Response Behavior on Mobile Phones Based on Multi-Dimensional Contexts.
MOBILESoft@ICSE
Iqbal H. Sarker, Muhammad Ashad Kabir, Alan W. Colman, Jun Han
2017 Misc conf
An Improved Naive Bayes Classifier-Based Noise Detection Technique for Classifying User Phone Call Behavior.
AusDM
Iqbal H. Sarker, Muhammad Ashad Kabir, Alan Colman, Jun Han
2017 J jnl
An Improved Naive Bayes Classifier-based Noise Detection Technique for Classifying User Phone Call Behavior.
CoRR
Iqbal H. Sarker, Muhammad Ashad Kabir, Alan Colman, Jun Han
2017 — conf
An effective call prediction model based on noisy mobile phone data.
UbiComp/ISWC Adjunct
Iqbal H. Sarker, Muhammad Ashad Kabir, Alan Colman, Jun Han
2017 — conf
Designing architecture of a rule-based system for managing phone call interruptions.
UbiComp/ISWC Adjunct
Iqbal H. Sarker, Muhammad Ashad Kabir, Alan Colman, Jun Han
2017 C conf
Identifying Recent Behavioral Data Length in Mobile Phone Log.
MobiQuitous
Iqbal H. Sarker, Muhammad Ashad Kabir, Alan Colman, Jun Han
2017 J jnl
Identifying Recent Behavioral Data Length in Mobile Phone Log.
CoRR
Iqbal H. Sarker, Muhammad Ashad Kabir, Alan Colman, Jun Han
2017 — conf
Understanding recency-based behavior model for individual mobile phone users.
UbiComp/ISWC Adjunct
Iqbal H. Sarker, Muhammad Ashad Kabir, Alan Colman, Jun Han
2016 B conf
Behavior-Oriented Time Segmentation for Mining Individualized Rules of Mobile Phone Users.
DSAA
Iqbal H. Sarker, Alan Colman, Muhammad Ashad Kabir, Jun Han
2016 B conf
Evidence-Based Behavioral Model for Calendar Schedules of Individual Mobile Phone Users.
DSAA
Iqbal H. Sarker, Muhammad Ashad Kabir, Alan Colman, Jun Han
2016 — conf
Phone call log as a context source to modeling individual user behavior.
UbiComp Adjunct
Iqbal H. Sarker, Alan W. Colman, Muhammad Ashad Kabir, Jun Han
2016 Misc conf
Predicting how you respond to phone calls: towards discovering temporal behavioral rules.
OZCHI
Iqbal H. Sarker, Muhammad Ashad Kabir, Alan Colman, Jun Han
2016 — conf
Understanding individuals phone call behavior for calendar events.
UbiComp Adjunct
Iqbal H. Sarker, Alan W. Colman, Muhammad Ashad Kabir, Jun Han