JOURNAL PAPER

1. Jannatul Ferdous Esha, Tahmidul Islam, Md. Appel Mahmud Pranto, Abrar Siam Borno, Nuruzzaman Faruqui, Mohammad Abu Yousuf *, AKM Azad, A. S. Al-Moisheer, Naif Alotaibi, Salem A. Alyami, Mohammad Ali Moni *, “Multi-View Soft Attention-Based Model for the Classification of Lung Cancer-Associated Disabilities”, Diagnostics (Q1, IF: 3.00), Vol: 14, Issue: 20, October 2024.
2. Chanchal Saha, Farzana Haque, Nazrul Islam, Muhammad Minoar Hossain, Md. Easin Arafat, Mohammad Abu Yousuf, Mohammad Motiur Rahman, “Dual-Core Silver-Coated Plasmonic Sensor Modelling with Machine Learning”, Heliyon, (Q1, IF: 4.00), Vol: 10, Issue: 19, September 2024, DOI: 10.1016/j.heliyon.2024.e38175.
3. Nazrul Islam, Mia Mohammad Shoaib Hasan, Imam Hossain Shibly, Md. Bajlur Rashid, Mohammad Abu Yousuf, Firoz Haider, Rifat Ahmmed Aoni, Rajib Ahmed, “Plasmonic Sensor Using Generative Adversarial Networks Integration”, Optics Express, Q1, IF: 3.2, Vol: 32, Issue: 20, pp: 34184-34198, September 2024.
4. ROKSANA AKTER RAISA, AYESHA SIDDIKA RODELA, MOHAMMAD ABU YOUSUF, AKM AZAD, SALEM A. ALYAMI, PIETRO LIÒ, MD ZAHIDUL ISLAM, GANNA POGREBNA AND MOHAMMAD ALI MONI, “Deep and Shallow Learning Model-based Sleep Apnea Diagnosis Systems: A Comprehensive Study”, IEEE Access  (Q1, IF: 3.9), Vol: 12, pp: 122959-122987, September 2024, DOI: 10.1109/ACCESS.2024.3426928.
5. Sabiha Sharmin, Mohammad Abu Yousuf, Nazrul Islam, “Multiple Fano Resonance Modes Based Plasmonic Refractive Index Sensor for Edible Oil Adulteration Detection”, Optik- International Journal for Light and Electron Optics, IF: 3.1, Vol: 312, July 2024
6. Nasirul Mumenin, Mohammad Abu Yousuf, Md Asif Nashiry, A. K. M. Azad, Salem A. Alyami, Pietro Lio', Mohammad Ali Moni, “ASDNet: A robust involution‐based architecture for diagnosis of autism spectrum disorder utilising eye‐tracking technology”, IET Computer Vision, January 2024, DOI: 10.1049/cvi2.12271.
7.     Atika Akter, Nazeela Nosheen, Sabbir Ahmed, Mariom Hossain, Mohammad Abu Yousuf∗, Mohammad Ali Abdullah Almoyad, Khondokar Fida Hasan, Mohammad Ali Moni*, “Robust clinical applicable CNN and U-Net based algorithm for MRI classification and segmentation for brain tumor”, Vol: 138, Part : F, Expert Systems with Applications (Q1, IF: 8.66), October 2023. DOI: https://doi.org/10.1016/j.eswa.2023.122347.
8.    Nuruzzaman Faruqui, Mohammad Abu Yousuf*, Faris A. Kateb, Md. Abdul Hamid, Muhammad Mostafa Monowar, “Healthcare As a Service (HAAS): CNN-based cloud computing model for ubiquitous access to lung cancer diagnosis”, Heliyon (Q1, IF: 4.00), Vol: 9, Issue: 11, October, 2023. DOI: https://doi.org/10.1016/j.heliyon.2023.e21520.
9.    SABBIR AHMED*, (Member, IEEE), MOHAMMAD ABU YOUSUF*, MUHAMMAD MOSTAFA MONOWAR, MD. ABDUL HAMID AND MADINI ALASSAFI, “Taking All the Factors We Need: A Multimodal Depression Classification with Uncertainty Approximation”, IEEE Access (Q1, IF: 3.9), September, 2023.
10.    Nuruzzaman Faruqui, Mohammad Abu Yousuf*, Md Whaiduzzaman, AKM Azad, Salem A. Alyami, Pietro Liò, Muhammad Ashad Kabir and Mohammad Ali Moni, “SafetyMed: A Novel IoMT Intrusion Detection System Using CNN-LSTM Hybridization”, Vol: 12, Issue: 17, Electronics, MDPI, August, 2023.
11. Tapotosh Ghosh, Md Istakiak Adnan Palash, Mohammad Abu Yousuf *, Md. Abdul Hamid, Muhammad Mostafa Monowar, Madini O. Alassafi, “A Robust Distributed Deep Learning Approach to Detect Alzheimer’s Disease from MRI Images”, Mathematics, MDPI, June 2023.
12. NURUZZAMAN FARUQUI, MD ALAMGIR KABIR, MOHAMMAD ABU YOUSU, MD. WHAIDUZZAMAN, ALISTAIR BARROS , AND IMRAN MAHMUD,  “Trackez: An IoT-based 3D-Object Tracking from 2D Pixel Matrix using Mez and FSL Algorithm”, IEEE Access, Volume: 11, June, 2023.
13. Nazrul Islam , Md. Faizul Huq Arif , Mohammad Abu Yousuf, Sayed Asaduzzaman, “Highly sensitive open channel based PCF-SPR sensor for analyte refractive index sensing”, Results in Physics (Q1, IF: 4.56), Volume: 46, March 2023.
14. Taima Rahman Mim, Maliha Amatullah, Sadia Afreen, Mohammad Abu Yousuf, Shahadat Uddin , Salem A. Alyami , Khondokar Fida Hasan, Mohammad Ali Moni, “GRU-INC: An Inception-Attention based Approach using GRU for Human Activity Recognition”, Expert Systems with Applications (Q1), (SCI, IF: 8.66) , Volume: 216, Pages : 119419, 2023. DOI : https://doi.org/10.1016/j.eswa.2022.119419.
15. Md. Alamin Talukder, Md. Manowarul Islam, Md Ashraf Uddin, Arnisha Akhter, Khondokar Fida Hasan, Mohammad Abu Yousuf and Mohammad Ali Moni “A Dependable Hybrid Machine Learning Model for Network Intrusion Detection”, Journal of Information Security and Applications (Q1, IF: 4.96), Volume 72, Pages 103405, January, 2023. DOI: https://doi.org/10.1016/j.jisa.2022.103405.
16. Muhammad Minoar Hossain, Md. Mahmodul Hasan, Md Abdur Rahim, Mohammad Motiur Rahman, Mohammad Abu Yousuf, Samer Al-Ashhab, Hanan F. Akhdar, Salem A. Alyami, AKM Azad, Mohammad Ali Moni, Particle Swarm Optimized Fuzzy CNN with Quantitative Feature Fusion for Ultrasound Image Quality Identification, IEEE Journal of Translational Engineering in Health & Medicine (SCIE, IF: 3.32), 2022.
17. Nazrul Islam, Md. Mohi Uddin Masum, Md. Faizul Huq Arif, Sayed Asaduzzaman, Monoranjon Roy, Mohammad Abu Yousuf, Enhanced Sensitivity of Open Channel SPR Based PCF Sensor Employing Plasmonic Materials for Analyte Sensing, Plasmonics (IF: 2.7), 2022.
18. Mst. Alema Khatun, Mohammad Abu Yousuf, Sabbir Ahmed, Md. Zia Uddin, Salem A. Alyami, Samer Al-Ashhab, Hanan F. Akhdar, Assaduzzaman Khan, AKM Azad, and Mohammad Ali Moni, Deep CNN-LSTM with Self-Attention Model for Human Activity Recognition using Wearable Sensors, IEEE Journal of Translational Engineering in Health and Medicine (IF: 3.32), Volume: 10, 2022. doi: 10.1109/JTEHM.2022.3177710.
19. Nahid Ferdous Aurna, Mohammad Abu Yousuf, Kazi Abu Taher, AKM Azad, Mohammad Ali Moni, A classification of MRI brain tumor based on two stage feature level ensemble of deep CNN models, Computers in Biology and Medicine (IF: 4.59), Volume: 146, 6, 2022. doi: https://doi.org/10.1016/j.compbiomed.2022.105539.
20. Md. Khabir Uddin Ahamed; Md Manowarul Islam; Md Ashraf Uddin; Arnisha Akhter; Bikash Kumar Paul; Mohammad Abu Yousuf; Shahadat Uddin; Julian M.W. Quinn; Mohammad Ali Moni, A Deep Learning Approach using Effective Preprocessing Techniques to Detect COVID-19 from Chest CT-scan and X-ray Images, Computers in Biology and Medicine, Volume:139, 2021.
21. Nuruzzaman Faruqui, Mohammad Abu Yousuf, Md Whaiduzzaman, AKM Azad, Alistair Barros, Mohammad Ali Moni, LungNet: A Hybrid Deep-CNN Model for Lung Cancer Diagnosis Using CT and Wearable Sensor-based Medical IoT Data, Computers in Biology and Medicine, Volume:139, 2021.
22. PARTHA CHAKRABORTY, SABBIR AHMED, MOHAMMAD ABU YOUSUF, AKM AZAD, SALEM A. ALYAMI, AND MOHAMMAD ALI MONI, A Human-Robot Interaction System Calculating Visual Focus of Human’s Attention Level, IEEE Access, Volume: 9, pp.93409-93421, 2021.
23. Md. Raisul Kibria, Mohammad Abu Yousuf, Context-driven Bengali Text Generation using Conditional Language Model, Statistics, Optimization and Information Computing, 2021.
24. Tapotosh Ghosh, Md. Min-Ha-Zul Abedin, Md. Hasan Al Banna, Nasirul Mumenin, and Mohammad Abu Yousuf, Performance Analysis of State of the Art Convolutional Neural Network Architectures in Bangla Handwritten Character Recognition, Pattern Recognition and Image Analysis, 31, 1, pp.60-71, 2021.
25. Tapotosh Ghosh , Md. Min-Ha-Zul Abedin , Shayer Mahmud Chowdhury , Zarin Tasnim , Tajbia Karim , S. M. Salim Reza , Sabrina Saika , Mohammad Abu Yousuf, Bangla Handwritten Character Recognition using MobileNet V1 Architecture, Bulletin of Electrical Engineering and Informatics, 9, 6, pp.pp. 2547-2554., 2020. doi: DOI: 10.11591/eei.v9i6.2234.
26. Mohammad Masud Khan, Mohammad Golam Sohrab, and Mohammad Abu Yousuf, Customer gender prediction system on hierarchical E-commerce Data, Beni-Suef University Journal of Basic and Applied Sciences, 9, 10, 2020. doi: https://doi.org/10.1186/s43088-020-0035-7.
27. Ahmed Abdal Shafi Rasel, Mohammad Abu Yousuf, An Efficient Framework for Hand Gesture Recognition based on Histogram of Oriented Gradients and Support Vector Machine, International Journal of Information Technology and Computer Science, 11, 12, pp.50-56, 2019.
28. Mohammad Abu Yousuf, Yoshinori Kobayashi, Yoshinori Kuno, Keiichi Yamazaki, and Akiko Yamazaki, Social Interaction with Visitors: Mobile Guide Robots Capable of Offering a Museum Tour, IEEJ Transactions on Electrical and Electronic Engineering, 14, 12, pp.pp: 1823-1835, 2019. doi: DOI:10.1002/tee.23009.
29. Ashraful Tauhid, Maisha Tasnim, Saima Arifin Noor, Nuruzzaman Faruqui, Mohammad Abu Yousuf, A Secure Image Steganography Using AES in Spatial Domain and LSB Replacement of DCT Coefficients in Frequency Domain, Journal of Information Security, 10, 3, pp.pp. 117-129, 2019.
30. Mohammad Badrul Alam Miah & Mohammad Abu Yousuf,, Analysis the Significant Risk Factors on Type 2 Diabetes Perspective of Bangladesh, Diabetes & Metabolic Syndrome: Clinical Research & Reviews, 12, 6, pp.pp. 897-902, 2018. doi: http://dx.doi.org/10.1016/j.dsx.2018.05.012
31. Md. Sazzad Hossain, Mohammad Abu Yousuf, Real Time Facial Expression Recognition for Nonverbal Communication, International Arab Journal of Information Technology (IAJIT), 15, 2, pp.pp.278-288, 2018.
32. Munira Akter Lata, Md Mahmudur Rahman, Mohammad Abu Yousuf, Md. Ibrahim Al Ananya, Devzani Roy and Alvi Mahadi, Development of an Empirical Model to Assess Attention Level and Control Driver’s Attention, International Journal of Computer Science, Engineering and Information Technology (IJCSEIT), 8, 1, pp.pp. 13-26, 2018.
33. Zenith Biswas & Mohammad Abu Yousuf, A Non-Adaptive Image Zooming Algorithm Based on Bicubic Interpolation, International Journal of Computer Science and Information Security, 15, 6, pp.pp. 234-240, 2017.
34. Md. Shahriare Satu & Mohammad Abu Yousuf, Simulation of Artificial Life Modeling with Modified Biogenesis Model in Virtual Ecosystem, International Journal of Computer Science and Information Security, 15, 3, pp.pp. 318-325, 2017.
35. Supriti Ghosh, Mohammad Abu Yousuf, Novel Method of Identifying Fingerprint Using Minutiae Matching in Biometric Security System, International Journal of Advanced Engineering, Management and Science, 2, 7, pp.pp. 1023-1027, 2016.
36. Ferdous Hossain, Mina Asaduzzaman, Mohammad Abu Yousuf and Md. Armanur Rahman., Dynamic Thresholding based Adaptive Canny Edge Detection, International Journal of Computer Applications, 135, 4, pp.pp.37-41, 2016.
37. Ferdous Hossain, Mithun Kumar P.K., Mohammad Abu Yousuf, Hardware Design and Implementation of Adaptive Canny Edge Detection Algorithm, International Journal of Computer Applications, 124, 9, pp.pp.31-38, 2015.
38. Mohammad Badrul Alam Miah, Mohammad Abu Yousuf, Md. Sohag Mia, Md. Parag Miya, Handwritten Courtesy Amount and Signature Recognition on Bank Cheque using Neural Network, International Journal of Computer Applications, 118, 5, pp.pp.21-26, 2015.
39. Mohammad Abu Yousuf, Yoshinori Kobayashi, Yoshinori Kuno, Keiichi Yamazaki, and Akiko Yamazaki, A Mobile Guide Robot Capable of Establishing Appropriate Spatial Formations, IEEJ Transactions on Electronics, Information and Systems, 133, 1, pp.pp. 28-39, 2013.
40. Mohammad Abu Yousuf, Yoshinori Kobayashi, Yoshinori Kuno, Akiko Yamazaki, and Keiichi Yamazaki, Development of a Mobile Museum Guide Robot That Can Configure Spatial Formation with Visitors, Lecture Notes in Computer Science (LNCS), Vol. 7389, pp. 423-432, 7389, pp.423-432, 2012.
41. M. A. Yousuf and M. R. H. Rakib, An Effective Image Contrast Enhancement Method Using Global Histogram Equalization, Journal of Scientific Research, 3, 1, pp.pp. 43- 50, 2011.
42. Mohammad N. Nobi, Faruk Chowdhury, Faysal Mahmood, and Mohammad A. Yousuf, A New Medical Image Segmentation Technique Based on Variational Level Set Method, International Journal of Computer and Electrical Engineering, 3, 5, pp.pp.690-694, 2011.
43. M. N. Nobi and M. A. Yousuf, A New Method to Remove Noise in Magnetic Resonance and Ultrasound Images, Journal of Scientific Research, 3, 1, pp.pp: 81-89, 2011.
44. Mohammad N. Nobi, Faruk Chowdhury, Faysal Mahmood, and Mohammad A. Yousuf, A New Medical Image Segmentation Technique Based on Variational Level Set Method, International Journal of Computer and Electrical Engineering, 3, 5, pp.pp.690-694, 2011.

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CONFERENCE PAPER

 

1. Nazrul Islam, Mia Mohammad Shoaib Hasan, Md. Nahid Hasan, Imam Hossain Shibly, Mohammad Abu Yousuf, Md. Zia Uddin, “Artificial Neural Network-Assisted Confinement Loss Prediction of D-Shaped PCF-SPR Biosensor”, IEEE International Humanitarian Technologies Conference (IHTC 2024), Bari, Italy, 2024. (Accepted)
2. Pranta Biswas, Mohammad Abu Yousuf, “Leveraging Transformer Models for Accurate Detection of Obstructive Sleep Apnea from Single-Lead ECG Signals”, International Conference on Computing and Advancements (ICCA) 2024, AIUB, Dhaka, September 2024 (Accepted).
3. Jannatul Ferdous Esha, Mohammad Abu Yousuf, “ Enhancing Parkinson’s Disease Classification Using LSTM Networks and Attention Mechanisms”, International Conference on Computing and Advancements (ICCA) 2024, AIUB, Dhaka, September 2024 (Accepted).
4. Ritu Sarker Puja, Mohammad Abu Yousuf, “Enhanced Brain Tumor Classification using Ensemble Fusion Method”, International Conference on Computing and Advancements (ICCA) 2024, AIUB, Dhaka, September 2024 (Accepted).
5. Maliha Kaikukas, Mohammad Abu Yousuf, Mohammad Ali Moni, “ SeizureFed: Federated Learning for Pediatric Seizure Detection through EEG Using E-ResNet”, International Conference on Computing and Advancements (ICCA) 2024, AIUB, Dhaka, September 2024 (Accepted).
6. Sumaiya Binte Shahid, Mohammad Abu Yousuf, Mohammad Ali Moni, “ Bias in Deep Learning Skin Cancer Detection: Parallel Residual Convolution Network Classification and Racial Bias Quantification”, International Conference on Computing and Advancements (ICCA) 2024, AIUB, Dhaka, September 2024 (Accepted).
7. Md. Ashraful Islam, Mohammad Abu Yousuf, Mohammad Ali Moni, “ Sleep Apnea Detection through HRV and SPO2 Analysis of Single-Lead ECG Signals Using Machine Learning Algorithms”, International Conference on Computing and Advancements (ICCA) 2024, AIUB, Dhaka, September 2024 (Accepted).
8. Nazrul Islam, Md. Nahid Hasan, Mia Mohammad Shoaib Hasan, Imam Hossain Shibly, Mohammad Abu Yousuf and Md. Zia Uddin, “Machine Learning Classification Approach for Refractive Index Prediction of D-Shape Plasmonic Biosensor”, IEEE 3rd Conference on Information Technology and Data Science (CITDS) 2024, University of Debrecen, Faculty of Informatics Hungary, August 2024.
9. Sana Ulla, Mohammad Abu Yousuf “MSCC: Multi-Class Skin Cancer Classification and Interpretable Deep Learning Systems” , 6th International Conference on Electrical Engineering and Information Communication Technology (ICEEICT), MIST, Dhaka, May 2024.
10. Md Istakiak Adnan Palash, Mohammad Abu Yousuf, “A Federated Learning-based Model for the Detection of Lung Cancer from CT Scan Images”, 6th International Conference on Electrical Engineering and Information Communication Technology (ICEEICT), MIST, Dhaka, May 2024.
11. Tasnim Binte Shiraj, Mohammad Abu Yousuf, “A Study To Classify Virus Genome Through Analyzing DNA Sequences Using Transformer Model”, 6th International Conference on Electrical Engineering and Information Communication Technology (ICEEICT), MIST, Dhaka, May 2024.
12. Soikat Hossain, Ratna R. Sarkar, Mohammad Abu Yousuf, and Mohammad Ali Moni, “IoT-Enabled Health Assistance for Post-Disaster Scenarios”, 3rd International Conference on Trends in Electronics and Health Informatics (TEHI 2023), Jahangirnagar University, Dhaka, December 2023.
13. Kazi Abdullah Al Arafat, Mahmudur Rahman Roni, Mohammad Abu Yousuf, and Mohammad Ali Moni, “Sentiment Analysis in Twitter Data using Machine Learning-based Approach” , 3rd International Conference on Trends in Electronics and Health Informatics (TEHI 2023), Jahangirnagar University, Dhaka, December 2023.
14. Md. Appel Mahmud Pranto, Nafiz Al Asad, Mohammad Abu Yousuf, Mohammed Nasir Uddin, and Mohammad Ali Moni, “Enhancing Image Forensics with Transformer: A Multi-Head Attention Approach for Robust Metadata Analysis”, 3rd International Conference on Trends in Electronics and Health Informatics (TEHI 2023), Jahangirnagar University, Dhaka, December 2023.
15. Abdullah Al Mamun, S.M Najrul Howlader, Shoma Khanom, Mohammad Abu Yousuf, Mohammad Ali Moni,  “NewBreeze: A Comprehensive Solution to a Beginner-Friendly Arch Linux Distribution with Zen Kernel”, 3rd International Conference on Trends in Electronics and Health Informatics (TEHI 2023), Jahangirnagar University, Dhaka, December 2023.
16. Nazrul Islam, Imam Hossain Shibly, Mia Mohammad Shoaib Hasan, Md. Nahid Hasan, Mohammad Abu Yousuf, “Computing Optical Properties of Open–Channels Based Plasmonic Biosensor Employing Plasmonic Materials with ML Approach”, 26th International Conference on Computer and Information Technology (ICCIT), December, Cox’s Bazar, Bangladesh, 2023.
17. Nazrul Islam, Md. Saikat Islam Khan, Md. Nahid Hasan, Mohammad Abu Yousuf , “Computing Confinement Loss of Open-Channels Based PCF-SPR Sensor with ANN Approach” , 5th IEEE International Conference on Telecommunications and Photonics (ICTP 2023), BUET, December 2023.
18. Md Istakiak Adnan Palash, Muntarin Rahman, Mohammad Abu Yousuf , Mohammad Ali Moni,“Explainable AI-based Heart Attack Prediction Model using Various Machine Learning and Ensemble Learning Approaches”, 2nd International Conference on Big Data, IoT and Machine Learning (BIM 2023), Dhaka, September 2023.
19. Mst. Alema Khatun, Mohammad Abu Yousuf, Mohammad Ali Moni, “A Multi-Branch CNN-LSTM Based Human Activity Recognition Using Wearable and Smartphone Sensors”, 2nd International Conference on Big Data, IoT and Machine Learning (BIM 2023), Dhaka, September 2023.
20. Kazi Yeamini Rahaman ,Mohammad Abu Yousuf ,“An Empirical Framework of Drowsiness Detection Using CNN”, 2nd International Conference on Big Data, IoT and Machine Learning (BIM 2023), Dhaka, September 2023.
21. Anup Kumar Malakar, Mohammad Abu Yousuf,“ “Spam Email Detection using Comparative Machine Learning”, 2nd International Conference on Big Data, IoT and Machine Learning (BIM 2023), Dhaka, September 2023.
22. Rakesh Das, Rafiqul Islam, Shoaib Hassan, Mohammad Abu Yousuf, “Intrusion Detection System for IoT Network Security via XGBoost”, 2nd International Conference on Big Data, IoT and Machine Learning (BIM 2023), Dhaka, September 2023.
23. Md. Monjurul Ahsan Prodhan, Mohammad Abu Yousuf, “Combination of the Features of Pre-trained Xception and VGG16 Models to Identify Childhood Pneumonia from Chest X-Ray Images”, International Conference on Electrical, Computer and Communication Engineering (ECCE), CUET, Bangladesh, 2023.
24. Mst Alema Khatun, Mohammad Abu Yousuf, Mohammad Ali Moni “Deep CNN-GRU Based Human Activity Recognition with Automatic Feature Extraction Using Wearable and Smartphone Sensors”, International Conference on Electrical, Computer and Communication Engineering (ECCE), CUET, Bangladesh, 2023.
25. Tonmoy Roy , “Secure E-commerce Trading Using Blockchain with Smart Contract Based on POW”, International Conference on Recent Progresses in Science, Engineering and Technology, (ICREST2023), University of Rajshahi, Bangladesh, 2023.
26. Md. Min-ha-zul Abedin & Mohammad Abu Yousuf , “StegoPix2Pix: Image Steganography via Pix2Pix Networks”, Proceedings of the Fourth International Conference on Trends in Computational and Cognitive Engineering (TCCE), Lecture Notes in Networks and Systems, 2023, MBSTU, Bangladesh.
27. Md. Yasin Arafat Khondoker & Mohammad Abu Yousuf, “Argument Mining on Clinical Trial Abstracts on Lung Cancer Patients”, Proceedings of the Fourth International Conference on Trends in Computational and Cognitive Engineering (TCCE), Lecture Notes in Networks and Systems, 2023, MBSTU, Bangladesh.
28. Dip Bhakta, Mohammad Abu Yousuf, and Md Sohel Rana, “Android Malware Detection Against String Encryption Based Obfuscation Using Crypto-Detector: An open-source Cryptography Detection Tool”, Lecture Notes in Networks and Systems Springer Book Serie (Scopus indexed) , CIS 2022, Bengaluru, India, September 2022.
29. Nasim Ahmed Roni, Md. Shazzad Hossain, Musarrat Bintay Hossain, Md. Iftekharul Alam Efat, Mohammad Abu Yousuf, “Deep Convolutional Comparison Architecture for Breast Cancer Binary Classification”, International Conference on Machine Intelligence and Emerging Technologies (MIET) 2022, Noakhali Science and Technology University, 2022.
30. Sourav Saha, Aditi Sarker, Partha Chakraborty, and Mohammad Abu Yousuf, “Bengali Fake News Detection: Transfer Learning Based Technique with Masked LM Process by BERT”, 7th International Conference on Information, Communication & Computing Technology (ICICCT 2022), Pages: 83–96, Volume: 1670, Springer Communications in Computer and Information Science book series (CCIS), November, 2022, India.
31. Nasirul Mumenin, Md. Farhadul Islam, Md. Reasad Zaman Chowdhury, Mohammad Abu Yousuf, “Diagnosis of Autism Spectrum Disorder Through Eye Movement Tracking Using Deep Learning”, 1st International Conference on Information and Communication Technology for Development (ICICTD 2022), KUET, Bangladesh.
32. Tasmima Noushiba Mahbub, Mohammad Abu Yousuf, Mohammed Nasir Uddin “A Modified CNN And Fuzzy AHP Based Breast Cancer Stage Detection System” 2nd International Conference on Advancement in Electrical and Electronic Engineering Conference, DUET, July, 2022. DOI: 10.1109/ICAEEE54957.2022.9836541.
33. Md Nasim Uddin, Abu Hayat Mohammed Abul Hasnat, Shamima Nasrin, Md. Shahinur Alam and Mohammad Abu Yousuf, “Secure File Sharing System Using Blockchain, IPFS and PKI Technologies”, 5th International Conference on Electrical Information and Communication Technology (EICT2021), KUET, Bangladesh.
34. Susan Tani Sarcar and Mohammad Abu Yousuf, “Detecting Violent Arm Movements Using CNN-LSTM”, 5th International Conference on Electrical Information and Communication Technology (EICT2021), KUET, Bangladesh.
35. Nahid Ferdous Aurna, Mohammad Abu Yousuf and Kazi Abu Taher, “Multi-Classification of Brain Tumors via Feature Level Ensemble of Convolutional Neural Networks”, 3rd International Conference on Sustainable Technologies for Industry 4.0 (STI), 2021, Green University, Dhaka.
36. Raima Adhikary , Kaniz Fatema, Sifat-E-Jahan, Mohammad Abu Yousuf, “A Deep Learning Approach for Bangla Speech to Text Conversion”, 10th International Conference on Informatics, Electronics & Vision (ICIEV), Japan, August, 2021.
37. Nishat Tasnim Newaz, Mohammad Rafiqul Haque, Tajim Md. Niamat Ullah Akhund and Mohammad Abu Yousuf, “IoT Security Perspectives and Probable Solution”,  Fifth World Conference on Smart Trends in Systems Security and Sustainability (WorldS4) 2021, London UK.
38. Md. Anisur Rahman Mia, Mohammad Abu Yousuf, Rupon Ghosh, "Business Forecasting System using Machine Learning Approach", 2nd International Conference on Robotics, Electrical and Signal Processing Techniques 2021 (ICREST 2021), pp. 314-318, AIUB, Dhaka.
39. Md. Kaim Iftahaj Nirjhor, Mohammad Abu Yousuf, Md. Shahriar Mhaboob, "Electronic Medical Record Data Sharing Through Authentication and Integrity Management", 2nd International Conference on Robotics, Electrical and Signal Processing Techniques 2021 (ICREST 2021), pp. 308-313, AIUB, Dhaka.
40. Md. Ashraful Haider Chowdhury , Nasirul Mumenin, Mohammad Taus, Mohammad Abu Yousuf, "Detection of Compatibility, Proximity and Expectancy of Bengali Sentences using Long Short Term Memory", 2nd International Conference on Robotics, Electrical and Signal Processing Techniques 2021 (ICREST 2021), pp. 233-237, AIUB, Dhaka.
41. Md. Niaj Shahriar Shishir, Mohammad Abu Yousuf, "Performance Enhancement of Hadoop Mapreduce by Combining Data Inside the Mapper", 2nd International Conference on Robotics, Electrical and Signal Processing Techniques 2021 (ICREST 2021), pp. 238-242, AIUB, Dhaka.
42. Mst Alema Khatun, Mohammad Abu Yousuf, “Human Activity Recognition Using Smartphone Sensor Based on Selective Classifiers”, 2nd International Conference on Sustainable Technologies for Industry 4.0 (STI), 2020, Green University, Dhaka.
43. Md. Rakib Hasan, Partha Chakraborty, Mahmuda Khatun, Aditi Sarker, Kawshik Banerjee, Tanupriya Choudhury, Mohammad Abu Yousuf, Mohammad Zahidur Rahman. “Reliable Identity Management System Using Raspberry Pi”, 2nd International Conference on Sustainable Technologies for Industry 4.0 (STI), 2020, Green University, Dhaka.
44. Tajim Md. Niamat Ullah Akhund, Gunjon Roy, Animesh Adhi-kary, Md. Ashraful Alam, Mohammad Abu Yousuf, “Snappy Wheelchair: An IoT Based Flex Controlled Robotic Wheelchair for Disabled People”,  Lecture Notes in Networks and Systems book series (LNNS, volume 190), Springer Link, 5th International Conference on Information and Communication Technology for Competitive Strategies (ICTCS) 2020, pp. 803-812, Jaipur, India.
45. Nafiz Al Asad, Md. Tausif Elahi, Abdullah Al Hasan, Mohammad Abu Yousuf, “Permission-Based Blockchain with Proof of Authority for Secured Healthcare Data Sharing”, 2nd International Conference on Advanced Information and Communication Technology (ICAICT), pp. 35- 40, 2020, UIU, Dhaka, Bangladesh.
46. Kazi Sohan, Mohammad Abu Yousuf, “3D bone shape reconstruction from 2D X-ray images using MED Generative Adversarial Network”, 2nd International Conference on Advanced Information and Communication Technology (ICAICT), pp. 53-58, 2020, UIU, Dhaka, Bangladesh.
47. Nahid Ibne Akhtar, Kh. Mohimenul Islam Shazol, Rifat Rahman, Mohammad Abu Yousuf, “Bangla Text Generation Using Bidirectional Optimized Gated Recurrent Unit Network”, Advances in Intelligent Systems and Computing (AISC) Book Series, TCCE 2020, Vol. 1309, pp: 103 – 112, Springer.
48. Jasiya Fairiz Raisa, Maliha Ulfat, Abdullah Al Mueed, Mohammad Abu Yousuf, “Handwritten Bangla Character Recognition Using Convolutional Neural Network and Bidirectional Long Short-Term Memory”, Advances in Intelligent Systems and Computing (AISC) Book Series, TCCE 2020, Vol. 1309, pp: 89 – 101, Springer.
49. Mir Noshin Jahan, Anik Sarker, Shubra Tanchangya , Mohammad Abu Yousuf, “Bangla Real-Word Error Detection and Correction Using Bidirectional LSTM and Bigram Hybrid Model”, Advances in Intelligent Systems and Computing (AISC) Book Series, TCCE 2020, Vol. 1309, pp: 3 – 13, Springer.
50. Afrin Ahmed, Mohammad Abu Yousuf, “Sentiment Analysis on Bangla Text using Long Short Term Memory (LSTM) Recurrent Neural Network”, Advances in Intelligent Systems and Computing (AISC) Book Series, TCCE 2020, Vol. 1309, pp: 181 – 192, Springer (Secured 1st Runner up Position).
51. Nazrul Islam, SM Shamim, Md. Fazla Rabbi, Md. Saikat Islam Khan, Mohammad Abu Yousuf , “Building Machine Learning based Firewall on Spanning Tree Protocol over the Software Defined Networking”, Advances in Intelligent Systems and Computing (AISC) Book Series, TCCE 2020, Vol. 1309, pp: 557 – 568, Springer.
52. Partha Chakraborty, Mohammad Abu Yousuf, Saifur Rahman, “Predicting Level of Visual Focus of Human's Attention using Machine Learning Approaches”, Advances in Intelligent Systems and Computing (AISC) Book Series, TCCE 2020, Vol. 1309, pp: 683 – 694, Springer.
53. Saadman Sayeed, Farjana Sultana, Partha Chakraborty, and Mohammad Abu Yousuf, “Assessment of Eyeball Movement and Head Movement Detection Based on Reading”, Third International Symposium on Signal and Image Processing (ISSIP), Springer Nature- Advances in Intelligent Systems and Computing (AISC) Book Series, 2020, Bangalore, India.
54. Faiza Huma, Maryeama Jahan, Ismat Binte Rashid, Mohammad Abu Yousuf, “Wavelet and LSB Based Encrypted Watermarking Approach to Hide Patient’s Information in Medical Image”, International Joint Conference on Advances in Computational Intelligence (IJCACI), Springer Nature - Algorithms for Intelligent Systems Book Series, pp: 89-104, DIU, Dhaka, Bangladesh, 2020.
55. Md. Raisul Kibria, Afrin Ahmed, Zannatul Firdawsi and Mohammad Abu Yousuf, “Bangla Compound Character Recognition using Support Vector Machine (SVM) on Advanced Feature Sets”, IEEE TENSYMP (2020 IEEE Region 10 Symposium), pp: 965- 968, Dhaka, Bangladesh.
56. Abdullah Al  Mamun, Sheikh Riad Hasan, Md Salahuddin Bhuiyan, M. Shamim Kaiser and Mohammad Abu Yousuf, “Secure and Transparent KYC for Banking System Using IPFS and Blockchain Technology”, IEEE TENSYMP (2020 IEEE Region 10 Symposium), Dhaka, Bangladesh.
57. Partha Chakraborty, Mohammad Abu Yousuf, Md. Saidul Islam, Mahmuda Khatun, Aditi Sarker, and Saifur Rahman, “Analysis of Texture Feature Extraction Technique in Image Processing”, 1st International Conference on Distributed Sensing and Intelligent Systems (ICDSIS2020) Springer Nature Series , 01-03 February 2020, Agadir, Morocco.
58. Nuruzzaman Faruqui, Mohammad Abu Yousuf , Partha Chakraborty and Md. Safaet Hossain, “Innovative Automation Algorithm in Micro-multinational Data-entry Industry”, 2nd international conference, named International Conference on Cyber Security and Computer Science (ICONCS 2020), February 2020, pp 680-692, Springer nature LNICST Series, Daffodil International University, Dhaka, Bangladesh.
59. Nuruzzaman Faruqui and Mohammad Abu Yousuf , “Automatic Missing-child Recovery System using Eigenfaces”, Proceedings of 3rd International Joint Conference on Computational Intelligence (IJCCI 2019), Algorithms for Intelligent Systems, Springer Nature, ULAB, Dhaka, Bangladesh, 2019.
60. Partha Chakraborty, Mohammad Abu Yousuf, Md. Zahidur Rahman and Nuruzzaman Faruqui , “How Can a Robot Calculate the Level of Visual Focus of Humans Attention”, Proceedings of 3rd International Joint Conference on Computational Intelligence (IJCCI 2019), Algorithms for Intelligent Systems,  Springer Nature, ULAB, Dhaka, Bangladesh, 2019.
61. Shaharat Tajrean and Mohammad Abu Yousuf,  “Handwritten Bengali Number Detection using Region Proposal Network”, 2nd International Conference on Bangla Speech and Language Processing (ICBSLP 2019), September 27-28, 2019, Shahjalal University of Science and Technology (SUST), Sylhet, Bangladesh, 2019.
62. Tapotosh Ghosh, Md. Min-ha-zul Abedin, Shayer Mahmud Chowdhury and Mohammad Abu Yousuf, “A Comprehensive Review on Recognition Techniques for Bangla Handwritten Characters”, 2nd International Conference on Bangla Speech and Language Processing (ICBSLP 2019), September 27-28, 2019, Shahjalal University of Science and Technology (SUST), Sylhet, Bangladesh, 2019.
63. Nuruzzaman Faruqui and Mohammad Abu Yousuf, “Performance-accuracy Optimization of Face Detection in Human Machine Interaction”, 5th International Conference on Advances in Electrical Engineering (ICAEE 2019), September 26-28, 2019, Independent University of Bangladesh (IUB), Dhaka, Bangladesh.
64. Nuruzzaman Faruqui, Mohammad Abu Yousuf, Md. Fazlul Karim Patwary, “Automatic Examinee Validation System Using Eigenfaces”, 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT-2019), May 3-5, 2019, East West University, Dhaka, Bangladesh.
65. MD. Mahmudur Rahman, Shanto Roy, and Mohammad Abu Yousuf, “DDoS Mitigation and Intrusion Prevention in Content Delivery Networks using Distributed Virtual Honeypots”, 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT-2019), May 3-5, 2019, East West University, Dhaka, Bangladesh.
66. Mohammad Shazzad Hossain, Pratik Kumar Bhowmik, Md. Abidur Rahman , Mahbub Uddin, Mohammad Abu Yousuf, Kazi Abu Taher “Develop a Model to Secure and Optimize Distributed File Systems for ISP Log Management”, 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT-2019), May 3-5, 2019, East West University, Dhaka, Bangladesh.
67. Mahbuba Alam, Mohammad Abu Yousuf, “Designing and Implementation of a Wireless Gesture Controlled Robot for Disabled and Elderly People”, International Conference on Electrical, Computer and Communication Engineering (ECCE), CUET, Bangladesh, February, 2019.
68. Md. Tawheedul Islam, Mohammad Abu Yousuf, “Development of a Corruption Detection Algorithm using K-means Clustering”, International Conference on Advancement in Electrical and Electronic Engineering, DUET, Dhaka, Bangladesh, November 2018. DOI: 10.1109/ICAEEE.2018.8642985.
69. Fatema T Johora, Md. Mahbub Or Rashid, Tumpa Rani Saha, Mohammad A Yousuf, Bulbul Ahmed “Diabetic Retinopathy Detection Using PCA-SIFT and Weighted Decision Tree”, pp: 25-37, Proceedings of International Joint Conference on Computational Intelligence. Algorithms for Intelligent Systems (AIS), Springer Nature Singapore, July 2019. DOI: https://doi.org/10.1007/978-981-13-7564-4_3.
70. Md. Biplob Hosen, Md. Mahmudul Hasan Mridha, Md. Ameer Hamza, Mohammad Shamim Kaiser, Mohammad Abu Yousuf,  “Secondary User Channel Selection in Cognitive Radio Network Using Adaptive Method”, 3rd International Conference for Convergence in Technology (I2CT), Pune, India, April, pp: 1-6, 2018, DOI: 10.1109/I2CT.2018.8529521.
71. Alvi Mahadi, Munira Akter Lata, Mohammad Abu Yousuf, “A New Approach of Feature Extraction of Printed Bengali Characters”, 4th International Conference on Advances in Electrical Engineering (ICAEE), Dhaka, Bangladesh, September, 2017, DOI: 10.1109/ICAEE.2017.8255352.
72. Md. Shahriare Satu, Tajim Md. Niamat Ullah Akhund , Mohammad Abu Yousuf, “Online Shopping Management System with Customer Multi-Language Supported Query handling AIML Chatbot”, Student Conference on Science & Engineering, Feb. 2017, University of Dhaka, Bangladesh.
73. Munira Akter Lata, Supriti Ghosh, Farjana Bobi, Mohammad Abu Yousuf, “Novel Method to Assess Motion Blur Kernel Parameters and Comparative Study of Restoration Techniques Using Different Image Layouts”, 5th International Conference on Informatics, Electronics & Vision (ICIEV), Dhaka, Bangladesh, May, pp. 367-372, 2016, DOI: 10.1109/ICIEV.2016.7760027.
74. Alvi Mahadi, Fatema Tuj Johora, Mohammad Abu Yousuf, “An Efficient Approach of Training Artificial Neural Network to Recognize Bengali Hand Sign”, IEEE 6th International Conference on Advanced Computing, pp. 152-157, India, 2016.
75. Mohammad Badrul Alam Miah and Mohammad Abu Yousuf, "Detection of Lung Cancer from CT Image Using Image Processing and Neural Network", 2nd International Conference on Electrical Engineering and Information & Communication Technology (iCEEiCT 2015), pp. 101, Dhaka, Bangladesh, 2015, DOI: 10.1109/ICEEICT.2015.7307530.
76. Mohammad Abu Yousuf, Yoshinori Kobayashi, Yoshinori Kuno, Akiko Yamazaki, and Keiichi Yamazaki, “How to Move Towards Visitors: A Model for Museum Guide Robots to Initiate Conversation”, 22nd IEEE International Symposium on Robot and Human Interactive Communication (RO-MAN2013), pp. 587-592, Gyeongju, Korea, 2013.
77. Mohammad Abu Yousuf, Yoshinori Kobayashi, Yoshinori Kuno, Keiichi Yamazaki, and Akiko Yamazaki, “Model of Guide Robot Behavior to Explain Multiple Exhibits to Multiple Visitors”, Proc. of International Session of 30th Annual Conference of the Robotics Society of Japan (RSJ 2012), pp. 83-86, Sapporo, Japan, September 2012.
78. Mohammad A. Yousuf, Yoshinori Kobayashi, Yoshinori Kuno, Keiichi Yamazaki, Akiko Yamazaki, “Establishment of Spatial Formation by a Mobile Guide Robot”,  Proc. of 7th ACM/IEEE International Conference on Human-Robot Interaction (HRI), USA, pp.281-282, March, 2012.
79. Mohammad Abu Yousuf, Yoshinori Kobayashi, Akiko Yamazaki, Keiichi Yamazaki, Yoshinori Kuno, “Mobile Guide Robot Capable to Formulate Spatial Formation”, Proc. of 18th Korean-Japan Joint Workshop on Frontiers of Computer Vision (FCV), Japan, pp. 274-280, 2012.
80. Mohammad Abu Yousuf, Yoshinori Kobayashi, Akiko Yamazaki, Yoshinori Kuno, “Implementation of F-Formation and “Pause and Restart” for a Mobile Museum Guide Robot”, Proc. Of International Workshop on Multimodality in Multispace Interaction (MiMI), Japan, pp. 81-92, December, 2011.
81. Mohammad Abu Yousuf, Jung M. Choi, Min H. Cho, and Soo Y. Lee, “Measurement of Bone Parameters from Micro-CT Images using Fuzzy Algorithms”, Proc. 2008 Korean Society of Medical & Biological Engineering(KOSOMBE) Conference, Korea, pp.505-508, November, 2008 .
82. Mohammad Abu Yousuf, Jung M. Choi, Min H. Cho, and Soo Y. Lee, “A Novel Method for Correction of Digital Image Distortion”, Proc. 2008 Korean Society of Medical & Biological Engineering  (KOSOMBE) Conference, Korea, pp.67  , May, 2008.
83. D. H. Lee, J. M. Choi, Mohammad Abu Yousuf, M. H. Cho, and S. Y. Lee, “Fan-beam image reconstruction algorithm using half-size detector”, Proc. 2007 Korean Society of Medical & Biological Engineering (KOSOMBE) Conference, (CD-ROM), Korea, May, 2007.

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BOOK CHAPTER

1. Fozilatunnesa Masuma, Partha Chakraborty, Al-Amin-Ul Islam, Prince Chandra Talukder , Proshanta Roy , Mohammad Abu Yousuf, “Measuring Bias in Generated Text using Language Models- GPT-2 and BERT”, International Conference on Computing and Communication Networks (ICCCNET 2023), Manchester Metropolitan University, UK, 2023, Springer.
2. Chayti Saha, Partha Chakraborty, Prince Chandra Talukder, Md. Tofazzal Hosen, Md. Mohi Uddin, Mohammad Abu Yousuf, “Employee Attrition Prediction using Ensemble Methods”, International Conference on Computing and Communication Networks (ICCCNET 2023), Manchester Metropolitan University, UK, 2023, Springer.
3. Partha Chakraborty, Afroza Islam, Mohammad Abu Yousuf, Ritu Agarwal , Tanupriya Choudhury, Bangla Handwritten Character Recognition Using Convolutional Neural Network, Machine Intelligence and Data Science Applications, Lecture Notes on Data Engineering and Communications Technologies book series (LNDECT), 132, pp.721-731, 2022.
4. Partha Chakraborty, Sabbir Ahmed, Humayun Kabir Sumon, Al Imtiaz, Saifur Rahman, Md. Mahbubur Rahman, Aditi Sarker, Mohammad Abu Yousuf and Tanupriya Choudhury, Recognition of Meaningful Words And Idioms from the Images Based on OCR Tesseract Engine And NLTK, International Conference on Machine Intelligence and Signal Processing (MISP 2021), India, 2021, Pattern Recognition and Data Analysis with Applications, Lecture Notes in Electrical Engineering (LNEE), Volume: 888, Scopus Indexed, Springer, India, September, 2022. DOI: https://doi.org/10.1007/978-981-19-1520-8_23.
5. Md. Min-ha-zul Abedin, Tapotosh Ghosh, Tazqia Mehrub, Mohammad Abu Yousuf, Bangla Printed Character Generation from Handwritten Character Using GAN, Soft Computing for Data Analytics, Classification Model and Control, Studies in Fuzziness and Soft Computing Book Series, Vol. 413, pp. 153-165, Springer, January, 2022.

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