[J9] Journal 2026

Smart Foot Wearables: An Interdisciplinary Perspective

Kamen Ivanov , Md Babul Islam , Dimitar Dimov , Tanya Malakova , Todor Stoyanov , Zhanyong Mei , Ludwig Lubich , Diana Kichukova , Nguyen Van Sau , Aneliya Kostadinova , Teodor Milenov , Nikolay Donkov , Yushi Liu , Yan Yan , Lei Wang , Antonio Guerrieri , Raffaele Gravina , Qimeng Li , Giancarlo Fortino

IEEE Journal of Biomedical and Health Informatics (Q1)

DOI PDF 📋 Cite

@article{Ivanov2026-J9,
  author = {Kamen Ivanov and Md Babul Islam and Dimitar Dimov and Tanya Malakova and Todor Stoyanov and Zhanyong Mei and Ludwig Lubich and Diana Kichukova and Nguyen Van Sau and Aneliya Kostadinova and Teodor Milenov and Nikolay Donkov and Yushi Liu and Yan Yan and Lei Wang and Antonio Guerrieri and Raffaele Gravina and Qimeng Li and Giancarlo Fortino},
  title  = {Smart Foot Wearables: An Interdisciplinary Perspective},
  journal= {IEEE Journal of Biomedical and Health Informatics (Q1)},
  year   = {2026},
  doi    = {https://doi.org/10.1109/JBHI.2026.3737611},

}

[J10] Journal 2026

iBTEC: A Tiny Deep Learning Approach for Temperature and Occupancy Prediction in Smart Buildings (Published)

Md Babul Islam , Qimeng Li , Antonio Guerrieri , Raffaele Gravina , Luigi Rizzo , Giancarlo Fortino

Future Generation Computer Systems (Elsevier, Q1)

DOI PDF Code Dataset 📋 Cite

@article{Islam2026-J10,
  author = {Md Babul Islam and Qimeng Li and Antonio Guerrieri and Raffaele Gravina and Luigi Rizzo and Giancarlo Fortino},
  title  = {iBTEC: A Tiny Deep Learning Approach for Temperature and Occupancy Prediction in Smart Buildings (Published)},
  journal= {Future Generation Computer Systems (Elsevier, Q1)},
  year   = {2026},
  doi    = {https://doi.org/10.1016/j.future.2026.108865},

}

[J3] Journal 2025

Soil Former: A Customized Transformer for Soil Moisture Forecasting in Irish Scenarios (Under Major Review)

Md Babul Islam , Antonio Guerrieri , Raffaele Gravina , John Byabazaire , Giancarlo Fortino , Declan T. Delaney

IEEE Sensors Journal (Q1)

DOI PDF Code Dataset 📋 Cite

@article{Islam2025-J3,
  author = {Md Babul Islam and Antonio Guerrieri and Raffaele Gravina and John Byabazaire and Giancarlo Fortino and Declan T. Delaney},
  title  = {Soil Former: A Customized Transformer for Soil Moisture Forecasting in Irish Scenarios (Under Major Review)},
  journal= {IEEE Sensors Journal (Q1)},
  year   = {2025},
  doi    = {https://babulcseian.github.io/soil_sensors_data/},

}

[J4] Journal 2025

Lightweight AI in IoT Applications: A Review of TinyML, TinyDL, and Emerging TinyLLMs (Under Major Review)

Md Babul Islam , Antonio Guerrieri and others

ACM Computing Surveys (Q1)

📋 Cite

@article{Islam2025-J4,
  author = {Md Babul Islam and Antonio Guerrieri and others},
  title  = {Lightweight AI in IoT Applications: A Review of TinyML, TinyDL, and Emerging TinyLLMs (Under Major Review)},
  journal= {ACM Computing Surveys (Q1)},
  year   = {2025},
  

}

[J5] Journal 2025

ATM-SB: An Indoor Temperature Prediction Approach for Smart Buildings Based on Deep Learning (Under Minor Review)

Md Babul Islam , Antonio Guerrieri , Raffaele Gravina , Luigi Rizzo , Giuseppe Scopelliti , Vincenzo D Agostino , Giancarlo Fortino

Future Generation Computer Systems (Elsevier, Q1)

PDF Code Dataset 📋 Cite

@article{Islam2025-J5,
  author = {Md Babul Islam and Antonio Guerrieri and Raffaele Gravina and Luigi Rizzo and Giuseppe Scopelliti and Vincenzo D Agostino and Giancarlo Fortino},
  title  = {ATM-SB: An Indoor Temperature Prediction Approach for Smart Buildings Based on Deep Learning (Under Minor Review)},
  journal= {Future Generation Computer Systems (Elsevier, Q1)},
  year   = {2025},
  

}

[J6] Journal 2025

From Traditional Machine Learning to Fine-Tuning Large Language Models: A Review for Sensors-Based Soil Moisture Forecasting

Md Babul Islam , Antonio Guerrieri , Raffaele Gravina , Declan T. Delaney , Giancarlo Fortino

MDPI Sensors

DOI PDF 📋 Cite

@article{Islam2025-J6,
  author = {Md Babul Islam and Antonio Guerrieri and Raffaele Gravina and Declan T. Delaney and Giancarlo Fortino},
  title  = {From Traditional Machine Learning to Fine-Tuning Large Language Models: A Review for Sensors-Based Soil Moisture Forecasting},
  journal= {MDPI Sensors},
  year   = {2025},
  doi    = {https://doi.org/10.3390/s25226903},

}

[J7] Journal 2025

ViT-SENet-Tom: machine learning based novel hybrid squeeze excitation network and vision transformer framework for tomato fruits classification

S M Masfequier Rahman Swapno , S. M. Nuruzzaman Nobel , Md Babul Islam , Pronaya Bhattachary , Ebrahim A. Mattar

Neural Computing and Applications (Q1)

DOI PDF Code Dataset 📋 Cite

@article{Swapno2025-J7,
  author = {S M Masfequier Rahman Swapno and S. M. Nuruzzaman Nobel and Md Babul Islam and Pronaya Bhattachary and Ebrahim A. Mattar},
  title  = {ViT-SENet-Tom: machine learning based novel hybrid squeeze excitation network and vision transformer framework for tomato fruits classification},
  journal= {Neural Computing and Applications (Q1)},
  year   = {2025},
  doi    = {https://doi.org/10.1007/s00521-025-10973-5},

}

[J8] Journal 2025

A Novel Mixed Convolution Transformer Model for the Fast and Accurate Diagnosis of Glioma Subtypes

S M Masfequier Rahman Swapno , S. M. Nuruzzaman Nobel , Md Babul Islam , AKM Azad , Salem A. Alyami , Md Alamin , Pietro Liò , Mohammad Ali Moni

Neural Computing and Applications (Q1)

DOI PDF 📋 Cite

@article{Swapno2025-J8,
  author = {S M Masfequier Rahman Swapno and S. M. Nuruzzaman Nobel and Md Babul Islam and AKM Azad and Salem A. Alyami and Md Alamin and Pietro Liò and Mohammad Ali Moni},
  title  = {A Novel Mixed Convolution Transformer Model for the Fast and Accurate Diagnosis of Glioma Subtypes},
  journal= {Neural Computing and Applications (Q1)},
  year   = {2025},
  doi    = {https://doi.org/10.1002/aisy.202400566},

}

[C26] Conference 2025

iTempDT: AI-Powered Digital Twin for Forecasting Indoor Temperature in Smart Buildings

Md Babul Islam , Antonio Guerrieri , Raffaele Gravina , Luigi Pontieri , Luigi Rizzo , Francesco Scala , Andrea Vinci , Giancarlo Fortino

23rd IEEE International Conference on Pervasive Intelligence and Computing (PICom 2025)

📋 Cite

@inproceedings{Islam2025-C26,
  author   = {Md Babul Islam and Antonio Guerrieri and Raffaele Gravina and Luigi Pontieri and Luigi Rizzo and Francesco Scala and Andrea Vinci and Giancarlo Fortino},
  title    = {iTempDT: AI-Powered Digital Twin for Forecasting Indoor Temperature in Smart Buildings},
  booktitle= {23rd IEEE International Conference on Pervasive Intelligence and Computing (PICom 2025)},
  year     = {2025},
  

}

[C27] Conference 2025

Modeling the Edge-Cloud Continuum: a Brain-Computer Interface Case Study

Luigi Rizzo , Paolo Zicari , Raffaele Gravina , Franco Cicirelli , Md Babul Islam , Claudio Savaglio , Andrea Vinci

IEEE International Conference on Human-Machine Systems (2025 Dubai)

PDF Slides Code 📋 Cite

@inproceedings{Rizzo2025-C27,
  author   = {Luigi Rizzo and Paolo Zicari and Raffaele Gravina and Franco Cicirelli and Md Babul Islam and Claudio Savaglio and Andrea Vinci},
  title    = {Modeling the Edge-Cloud Continuum: a Brain-Computer Interface Case Study},
  booktitle= {IEEE International Conference on Human-Machine Systems (2025 Dubai)},
  year     = {2025},
  

}

@phdthesis{Islam2025,
  author = {Md Babul Islam},
  title  = {AI Driven Predictive Approaches in Smart Environment: From Smart Buildings🏢 to Smart Agriculture},
  school = {University of Calabria},
  year   = {2025},
}

[J1] Journal 2024

Securing electric vehicle performance: Machine learning-driven fault detection and classification

Mahbub Ul Islam Khan , Md Ilius Hasan Pathan , Mohammad Mominur Rahman , Md Maidul Islam , Mohammed Arfat Raihan Chowdhury , Md Shamim Anower , Md Masud Rana , Md Shafiul Alam , Mahmudul Hasan , Md Shohanur Islam Sobuj , Md Babul Islam , Veerpratap Meena , Francesco Benedetto

IEEE Access (Q1)

DOI PDF 📋 Cite

@article{Khan2024-J1,
  author = {Mahbub Ul Islam Khan and Md Ilius Hasan Pathan and Mohammad Mominur Rahman and Md Maidul Islam and Mohammed Arfat Raihan Chowdhury and Md Shamim Anower and Md Masud Rana and Md Shafiul Alam and Mahmudul Hasan and Md Shohanur Islam Sobuj and Md Babul Islam and Veerpratap Meena and Francesco Benedetto},
  title  = {Securing electric vehicle performance: Machine learning-driven fault detection and classification},
  journal= {IEEE Access (Q1)},
  year   = {2024},
  doi    = {https://ieeexplore.ieee.org/abstract/document/10530324},

}

[J2] Journal 2024

A Meta-Survey on Intelligent Energy-Efficient Buildings

Md Babul Islam , Antonio Guerrieri , Raffaele Gravina , Giancarlo Fortino

Big Data and Cognitive Computing (Q1)

DOI PDF 📋 Cite

@article{Islam2024-J2,
  author = {Md Babul Islam and Antonio Guerrieri and Raffaele Gravina and Giancarlo Fortino},
  title  = {A Meta-Survey on Intelligent Energy-Efficient Buildings},
  journal= {Big Data and Cognitive Computing (Q1)},
  year   = {2024},
  doi    = {https://doi.org/10.3390/bdcc8080083},

}

[C20] Conference 2024

A Deep Learning Based Digital Twin for Indoor Temperature Prediction in Smart Buildings

Md Babul Islam , Antonio Guerrieri , Raffaele Gravina , Luigi Rizzo , Scopelliti Giuseppe , D Agostino, Vincenzo , Giancarlo Fortino

22nd IEEE International Conference on Pervasive Intelligence and Computing (PICom 2024)

PDF Code 📋 Cite

@inproceedings{Islam2024-C20,
  author   = {Md Babul Islam and Antonio Guerrieri and Raffaele Gravina and Luigi Rizzo and Scopelliti Giuseppe and D Agostino, Vincenzo and Giancarlo Fortino},
  title    = {A Deep Learning Based Digital Twin for Indoor Temperature Prediction in Smart Buildings},
  booktitle= {22nd IEEE International Conference on Pervasive Intelligence and Computing (PICom 2024)},
  year     = {2024},
  

}

[C21] Conference 2024

Hybrid CNN-LSTM Approach for Sentiment Analysis of Bengali Language Comments on Facebook

S. M. Nuruzzaman Nobel , S. M. Masfequier Rahman Swapno , Hasibul Hossain Shajeeb , Md Babul Islam , Rezaul Haque

Proceedings of the 2024 International Conference on Integrated Circuits and Communication Systems (ICICACS)

PDF Code 📋 Cite

@inproceedings{Nobel2024-C21,
  author   = {S. M. Nuruzzaman Nobel and S. M. Masfequier Rahman Swapno and Hasibul Hossain Shajeeb and Md Babul Islam and Rezaul Haque},
  title    = {Hybrid CNN-LSTM Approach for Sentiment Analysis of Bengali Language Comments on Facebook},
  booktitle= {Proceedings of the 2024 International Conference on Integrated Circuits and Communication Systems (ICICACS)},
  year     = {2024},
  

}

[C22] Conference 2024

IoT-enabled Smart Manhole Management System for Real-time Status, Water Level, and Gas Detection

Md Asif Imran , S. M. Masfequier Rahman Swapno , Gunjan Chhabra , Keshav Kaushik , Md Arif Anzum Mahi , Md Babul Islam , Rezaul Haque

Proceedings of the 2024 International Conference on Intelligent Systems for Cybersecurity (ISCS)

PDF Code 📋 Cite

@inproceedings{Imran2024-C22,
  author   = {Md Asif Imran and S. M. Masfequier Rahman Swapno and Gunjan Chhabra and Keshav Kaushik and Md Arif Anzum Mahi and Md Babul Islam and Rezaul Haque},
  title    = {IoT-enabled Smart Manhole Management System for Real-time Status, Water Level, and Gas Detection},
  booktitle= {Proceedings of the 2024 International Conference on Intelligent Systems for Cybersecurity (ISCS)},
  year     = {2024},
  

}

[C23] Conference 2024

A Review of Machine Learning Methods for IoT Network-Centric Anomaly Detection

Anindya Nag , Md Mehedi Hassan , Dishari Mandal , Nisarga Chand , Md Babul Islam , V. P. Meena , Francesco Benedetto

Proceedings of the 47th International Conference on Telecommunications and Signal Processing (TSP 2024)

PDF 📋 Cite

@inproceedings{Nag2024-C23,
  author   = {Anindya Nag and Md Mehedi Hassan and Dishari Mandal and Nisarga Chand and Md Babul Islam and V. P. Meena and Francesco Benedetto},
  title    = {A Review of Machine Learning Methods for IoT Network-Centric Anomaly Detection},
  booktitle= {Proceedings of the 47th International Conference on Telecommunications and Signal Processing (TSP 2024)},
  year     = {2024},
  

}

[C24] Conference 2024

Performance Improvements of Machine Learning-based Crime Prediction: A Case Study in Bangladesh

S. M. Nuruzzaman Nobel , S. M. Masfequier Rahman Swapno , Md Babul Islam , V. P. Meena , Francesco Benedetto

Proceedings of the 2024 IEEE 3rd International Conference on Computing and Machine Intelligence (ICMI)

PDF Code 📋 Cite

@inproceedings{Nobel2024-C24,
  author   = {S. M. Nuruzzaman Nobel and S. M. Masfequier Rahman Swapno and Md Babul Islam and V. P. Meena and Francesco Benedetto},
  title    = {Performance Improvements of Machine Learning-based Crime Prediction: A Case Study in Bangladesh},
  booktitle= {Proceedings of the 2024 IEEE 3rd International Conference on Computing and Machine Intelligence (ICMI)},
  year     = {2024},
  

}

[C25] Conference 2024

A Novel Machine Learning Approach for Fast and Efficient Detection of Mango Leaf Diseases

S. M. Masfequier Rahman Swapno , S. M. Nuruzzaman Nobel , Md Babul Islam , Rezaul Haque , V. P. Meena , Francesco Benedetto

Proceedings of the 2024 IEEE 3rd International Conference on Computing and Machine Intelligence (ICMI)

PDF Code 📋 Cite

@inproceedings{Swapno2024-C25,
  author   = {S. M. Masfequier Rahman Swapno and S. M. Nuruzzaman Nobel and Md Babul Islam and Rezaul Haque and V. P. Meena and Francesco Benedetto},
  title    = {A Novel Machine Learning Approach for Fast and Efficient Detection of Mango Leaf Diseases},
  booktitle= {Proceedings of the 2024 IEEE 3rd International Conference on Computing and Machine Intelligence (ICMI)},
  year     = {2024},
  

}

[C5] Conference 2023

A Review on Machine Learning for Thermal Comfort and Energy Efficiency in Smart Buildings.

Md Babul Islam , Antonio Guerrieri , Raffaele Gravina , Luigi Rizzo , Scopelliti Giuseppe , D Agostino, Vincenzo , Giancarlo Fortino

Proceedings of the 2023 INTERNATIONAL CONFERENCE ON EMBEDDED WIRELESS SYSTEMS AND NETWORKS, EWSN 23

PDF Code 📋 Cite

@inproceedings{Islam2023-C5,
  author   = {Md Babul Islam and Antonio Guerrieri and Raffaele Gravina and Luigi Rizzo and Scopelliti Giuseppe and D Agostino, Vincenzo and Giancarlo Fortino},
  title    = {A Review on Machine Learning for Thermal Comfort and Energy Efficiency in Smart Buildings.},
  booktitle= {Proceedings of the 2023 INTERNATIONAL CONFERENCE ON EMBEDDED WIRELESS SYSTEMS AND NETWORKS, EWSN 23},
  year     = {2023},
  

}

[C6] Conference 2023

A transfer learning-based computer-aided lung cancer detection system in smart healthcare

Rezaul Haque , Shyama Sultana , Al Rafy , Md Babul Islam , Masum Alam Arafat , Pronaya Bhattacharya , Pushan Kumar Dutta

8th IET Smart Cities Symposium (SCS 2024)

PDF 📋 Cite

@inproceedings{Haque2023-C6,
  author   = {Rezaul Haque and Shyama Sultana and Al Rafy and Md Babul Islam and Masum Alam Arafat and Pronaya Bhattacharya and Pushan Kumar Dutta},
  title    = {A transfer learning-based computer-aided lung cancer detection system in smart healthcare},
  booktitle= {8th IET Smart Cities Symposium (SCS 2024)},
  year     = {2023},
  

}

[C7] Conference 2023

Bangladeshi Traffic Sign Recognition and Classification Using CNN with Different Kinds of Transfer Learning Through a New (BTSRB) Dataset

Md Abu Sayeed , Md Saiful Islam , Md Babul Islam , Piyush Kumar Pareek , Tanbin Islam Rohan

Proceedings of the 2023 International Conference on Distributed Computing and Electrical Circuits and Electronics (ICDCECE)

PDF Code Dataset 📋 Cite

@inproceedings{Sayeed2023-C7,
  author   = {Md Abu Sayeed and Md Saiful Islam and Md Babul Islam and Piyush Kumar Pareek and Tanbin Islam Rohan},
  title    = {Bangladeshi Traffic Sign Recognition and Classification Using CNN with Different Kinds of Transfer Learning Through a New (BTSRB) Dataset},
  booktitle= {Proceedings of the 2023 International Conference on Distributed Computing and Electrical Circuits and Electronics (ICDCECE)},
  year     = {2023},
  

}

[C8] Conference 2023

Improving Drug Review Categorization Using Sentiment Analysis and Machine Learning

Rezaul Haque , Piyush Kumar Pareek , Md Babul Islam , Ferdaus Ibne Aziz , Swakshar Das Amarth , Katura Gania Khushbu

Proceedings of the 2023 International Conference on Data Science and Network Security (ICDSNS)

PDF Code Dataset 📋 Cite

@inproceedings{Haque2023-C8,
  author   = {Rezaul Haque and Piyush Kumar Pareek and Md Babul Islam and Ferdaus Ibne Aziz and Swakshar Das Amarth and Katura Gania Khushbu},
  title    = {Improving Drug Review Categorization Using Sentiment Analysis and Machine Learning},
  booktitle= {Proceedings of the 2023 International Conference on Data Science and Network Security (ICDSNS)},
  year     = {2023},
  

}

[C9] Conference 2023

Deep Learning for Multi-labeled Cyberbully Detection: Enhancing Online Safety

Naimul Islam , Rezaul Haque , Piyush Kumar Pareek , Md Babul Islam , Imam Hossain Sajeeb , Mahedi Hassan Ratul

Proceedings of the 2023 International Conference on Data Science and Network Security (ICDSNS)

PDF Code Dataset 📋 Cite

@inproceedings{Islam2023-C9,
  author   = {Naimul Islam and Rezaul Haque and Piyush Kumar Pareek and Md Babul Islam and Imam Hossain Sajeeb and Mahedi Hassan Ratul},
  title    = {Deep Learning for Multi-labeled Cyberbully Detection: Enhancing Online Safety},
  booktitle= {Proceedings of the 2023 International Conference on Data Science and Network Security (ICDSNS)},
  year     = {2023},
  

}

[C10] Conference 2023

Diet and Food Restaurant in the COVID-19 Time by Machine Learning Approaches

Md Babul Islam , Hasibunnahar Swarna , Piyush Kumar Shukla , Prashant Kumar Shukla , Paresh Rawat

Computational Intelligence for Modern Business Systems: Emerging Applications and Strategies

PDF Code 📋 Cite

@inproceedings{Islam2023-C10,
  author   = {Md Babul Islam and Hasibunnahar Swarna and Piyush Kumar Shukla and Prashant Kumar Shukla and Paresh Rawat},
  title    = {Diet and Food Restaurant in the COVID-19 Time by Machine Learning Approaches},
  booktitle= {Computational Intelligence for Modern Business Systems: Emerging Applications and Strategies},
  year     = {2023},
  

}

[C11] Conference 2023

Deep Learning-based Left Ventricular Ejection Fraction Estimation from Echocardiographic Videos

Shafiur Rahman , Rezaul Haque , S. M. Masfequier Rahman Swapno , Md Babul Islam , S. M. Nuruzzaman Nobel

Proceedings of the 2023 International Conference on Evolutionary Algorithms and Soft Computing Techniques (EASCT)

PDF Code Dataset 📋 Cite

@inproceedings{Rahman2023-C11,
  author   = {Shafiur Rahman and Rezaul Haque and S. M. Masfequier Rahman Swapno and Md Babul Islam and S. M. Nuruzzaman Nobel},
  title    = {Deep Learning-based Left Ventricular Ejection Fraction Estimation from Echocardiographic Videos},
  booktitle= {Proceedings of the 2023 International Conference on Evolutionary Algorithms and Soft Computing Techniques (EASCT)},
  year     = {2023},
  

}

[C12] Conference 2023

Scientific Article Classification: Harnessing Hybrid Deep Learning Models for Knowledge Discovery

Rezaul Haque , B. D. Parameshachari , Md Kamrul Hasan , Ahsanul Hoque Sakib , Awan Ur Rahman , Md Babul Islam

Proceedings of the 2023 International Conference on Ambient Intelligence, Knowledge Informatics and Industrial Electronics (AIKIIE)

PDF Code Dataset 📋 Cite

@inproceedings{Haque2023-C12,
  author   = {Rezaul Haque and B. D. Parameshachari and Md Kamrul Hasan and Ahsanul Hoque Sakib and Awan Ur Rahman and Md Babul Islam},
  title    = {Scientific Article Classification: Harnessing Hybrid Deep Learning Models for Knowledge Discovery},
  booktitle= {Proceedings of the 2023 International Conference on Ambient Intelligence, Knowledge Informatics and Industrial Electronics (AIKIIE)},
  year     = {2023},
  

}

[C13] Conference 2023

Bengali Emotion Classification Using Hybrid Deep Neural Network

Rezaul Haque , Md Babul Islam , Katura Gania Khushbu , Shafiur Rahman , Awan Ur Rahman , Md Helal Hossen , Tanbin Islam Rohan

Proceedings of the 2023 International Conference on Ambient Intelligence, Knowledge Informatics and Industrial Electronics (AIKIIE)

PDF Code Dataset 📋 Cite

@inproceedings{Haque2023-C13,
  author   = {Rezaul Haque and Md Babul Islam and Katura Gania Khushbu and Shafiur Rahman and Awan Ur Rahman and Md Helal Hossen and Tanbin Islam Rohan},
  title    = {Bengali Emotion Classification Using Hybrid Deep Neural Network},
  booktitle= {Proceedings of the 2023 International Conference on Ambient Intelligence, Knowledge Informatics and Industrial Electronics (AIKIIE)},
  year     = {2023},
  

}

[C14] Conference 2023

An Adaptive Traffic Signal Management System Incorporating Reinforcement Learning

S. M. Masfequier Rahman Swapno , Gunjan Chhabra , Keshav Kaushik , S. M. Nuruzzaman Nobel , Md Babul Islam , Md Shahiduzzaman

Proceedings of the 2023 Annual International Conference on Emerging Research Areas: International Conference on Intelligent Systems (AICERA/ICIS)

PDF Code Dataset 📋 Cite

@inproceedings{Swapno2023-C14,
  author   = {S. M. Masfequier Rahman Swapno and Gunjan Chhabra and Keshav Kaushik and S. M. Nuruzzaman Nobel and Md Babul Islam and Md Shahiduzzaman},
  title    = {An Adaptive Traffic Signal Management System Incorporating Reinforcement Learning},
  booktitle= {Proceedings of the 2023 Annual International Conference on Emerging Research Areas: International Conference on Intelligent Systems (AICERA/ICIS)},
  year     = {2023},
  

}

[C15] Conference 2023

Alzheimer Disease Classification Using Deep Neural Network

Rezaul Haque , Md Babul Islam , Gunjan Chhabra , Smita Sharma , Keshav Kaushik , Md Delwar Hosen , Riyadot Hossain Dip

Proceedings of the 2023 10th IEEE Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering (UPCON)

PDF Code Dataset 📋 Cite

@inproceedings{Haque2023-C15,
  author   = {Rezaul Haque and Md Babul Islam and Gunjan Chhabra and Smita Sharma and Keshav Kaushik and Md Delwar Hosen and Riyadot Hossain Dip},
  title    = {Alzheimer Disease Classification Using Deep Neural Network},
  booktitle= {Proceedings of the 2023 10th IEEE Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering (UPCON)},
  year     = {2023},
  

}

[C16] Conference 2023

Comparative Analysis of Epileptic Seizure Prediction: Exploring Diverse Pre-processing Techniques and Machine Learning Models

Md Simul Hasan Talukder , Rejwan Bin Sulaiman , Gunjan Chhabra , Suman Avdhesh Yadav , Rezaul Haque , Md Babul Islam , Keshav Kaushik

Proceedings of the 2023 10th IEEE Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering (UPCON)

PDF Code Dataset 📋 Cite

@inproceedings{Talukder2023-C16,
  author   = {Md Simul Hasan Talukder and Rejwan Bin Sulaiman and Gunjan Chhabra and Suman Avdhesh Yadav and Rezaul Haque and Md Babul Islam and Keshav Kaushik},
  title    = {Comparative Analysis of Epileptic Seizure Prediction: Exploring Diverse Pre-processing Techniques and Machine Learning Models},
  booktitle= {Proceedings of the 2023 10th IEEE Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering (UPCON)},
  year     = {2023},
  

}

[C17] Conference 2023

Deep Learning Based Tuberculosis and Pneumonia Disease Detection Using CNN

Basitur Rahman Bappi , S. M. Masfequier Rahman Swapno , Gunjan Chhabra , Keshav Kaushik , S. M. Nuruzzaman Nobel , Md Babul Islam

Proceedings of the 2023 Seventh International Conference on Image Information Processing (ICIIP)

PDF Code Dataset 📋 Cite

@inproceedings{Bappi2023-C17,
  author   = {Basitur Rahman Bappi and S. M. Masfequier Rahman Swapno and Gunjan Chhabra and Keshav Kaushik and S. M. Nuruzzaman Nobel and Md Babul Islam},
  title    = {Deep Learning Based Tuberculosis and Pneumonia Disease Detection Using CNN},
  booktitle= {Proceedings of the 2023 Seventh International Conference on Image Information Processing (ICIIP)},
  year     = {2023},
  

}

[C18] Conference 2023

Traffic Light Control Using Reinforcement Learning

Basitur Rahman Bappi , S. M. Masfequier Rahman Swapno , Ramachandra A C , Keshav Kaushik , Md Babul Islam , Rezaul Haque , Mohammad Mominur Rahman

Integrated Circuits and Communication Systems (ICICACS), IEEE International Conference

PDF 📋 Cite

@inproceedings{Bappi2023-C18,
  author   = {Basitur Rahman Bappi and S. M. Masfequier Rahman Swapno and Ramachandra A C and Keshav Kaushik and Md Babul Islam and Rezaul Haque and Mohammad Mominur Rahman},
  title    = {Traffic Light Control Using Reinforcement Learning},
  booktitle= {Integrated Circuits and Communication Systems (ICICACS), IEEE International Conference},
  year     = {2023},
  

}

[C19] Conference 2023

Classroom Activity Classification with Deep Learning

Abdullah Al-Sakib , Fahadul Islam , Ramachandra A C , Keshav Kaushik , Md Babul Islam , Ayesha Siddiqua , Mohammad Mominur Rahman

Integrated Circuits and Communication Systems (ICICACS)

PDF Code Dataset 📋 Cite

@inproceedings{Al-Sakib2023-C19,
  author   = {Abdullah Al-Sakib and Fahadul Islam and Ramachandra A C and Keshav Kaushik and Md Babul Islam and Ayesha Siddiqua and Mohammad Mominur Rahman},
  title    = {Classroom Activity Classification with Deep Learning},
  booktitle= {Integrated Circuits and Communication Systems (ICICACS)},
  year     = {2023},
  

}

[C1] Conference 2022

Cost Reduce: Credit Card Fraud Identification Using Machine Learning

Md Babul Islam , Christian Avornu , Piyush Kumar Shukla , Prashant Kumar Shukla

Proceedings of the 2022 7th International Conference on Communication and Electronics Systems (ICCES)

PDF Code Dataset 📋 Cite

@inproceedings{Islam2022-C1,
  author   = {Md Babul Islam and Christian Avornu and Piyush Kumar Shukla and Prashant Kumar Shukla},
  title    = {Cost Reduce: Credit Card Fraud Identification Using Machine Learning},
  booktitle= {Proceedings of the 2022 7th International Conference on Communication and Electronics Systems (ICCES)},
  year     = {2022},
  

}

[C2] Conference 2022

Detect Deception on Banking Credit Card Payment System by Machine Learning Classifiers

Md Babul Islam , Khandaker Sajidul Islam , Md Helal Khan , Abdullah M. M. A. Al Omari , Hasibunnahar Swarna

Proceedings of the Second International Conference on Cloud Computing and Mechatronic Engineering (I3CME 2022)

PDF Code Dataset 📋 Cite

@inproceedings{Islam2022-C2,
  author   = {Md Babul Islam and Khandaker Sajidul Islam and Md Helal Khan and Abdullah M. M. A. Al Omari and Hasibunnahar Swarna},
  title    = {Detect Deception on Banking Credit Card Payment System by Machine Learning Classifiers},
  booktitle= {Proceedings of the Second International Conference on Cloud Computing and Mechatronic Engineering (I3CME 2022)},
  year     = {2022},
  

}

[C3] Conference 2022

Blockchain Based New E-voting Protocol System Without Trusted Tallying Authorities

Khandaker Sajidul Islam , Md Babul Islam , Christian Avornu , Jungang Lou , Piyush Kumar Shukla

Proceedings of the 2022 Fifth International Conference on Computational Intelligence and Communication Technologies (CCICT)

PDF Code Dataset 📋 Cite

@inproceedings{Islam2022-C3,
  author   = {Khandaker Sajidul Islam and Md Babul Islam and Christian Avornu and Jungang Lou and Piyush Kumar Shukla},
  title    = {Blockchain Based New E-voting Protocol System Without Trusted Tallying Authorities},
  booktitle= {Proceedings of the 2022 Fifth International Conference on Computational Intelligence and Communication Technologies (CCICT)},
  year     = {2022},
  

}

[C4] Conference 2022

Twitter Opinion Mining on COVID-19 Vaccinations by Machine Learning Presence

Md Babul Islam , Hasibunnahar Swarna , Piyush Kumar Shukla , Prashant Kumar Shukla , Paresh Rawat , Jyoti Dange

Proceedings of the Third Doctoral Symposium on Computational Intelligence (DoSCI 2022)

PDF Code Dataset 📋 Cite

@inproceedings{Islam2022-C4,
  author   = {Md Babul Islam and Hasibunnahar Swarna and Piyush Kumar Shukla and Prashant Kumar Shukla and Paresh Rawat and Jyoti Dange},
  title    = {Twitter Opinion Mining on COVID-19 Vaccinations by Machine Learning Presence},
  booktitle= {Proceedings of the Third Doctoral Symposium on Computational Intelligence (DoSCI 2022)},
  year     = {2022},
  

}