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ORCIDICCA 2024: Dhaka, Bangladesh
- Proceedings of the 3rd International Conference on Computing Advancements, ICCA 2024, Dhaka, Bangladesh, October 17-18, 2024. ACM 2024, ISBN 979-8-4007-1382-8
- Md Shamshuzzoha
, Md. Motaharul Islam:
Machine Learning-Enhanced Cross-Tier Security and Anomaly Detection in Wireless Body Area Networks. 1-8 - Shakila Rahman, Nazia Alfaz, Umme Sadia Salsabil, Saeeda Sharmeen Rahman:
A deep reinforcement learning based wireless sensor charging using UAV in WSN scenario. 9-14 - Nusrat Jahan Anannya, Md Mehedi Hasan, Md Masum Billah, Shohag Barman, Hira Lal Gope:
User Clustering-based Redundant Handover Mitigation in Ultra-dense Cellular Networks. 15-21 - Md Saef Ullah Miah, Shahriar Siddique Ayon, Muhammad Ebrahim Hossain, Nazia Farhana, Abhijit Bhowmik:
Uncovering Hidden Realities of Child Labor Abuse in Egyptian Workplaces with Machine Learning and Explainable AI. 22-29 - Shajaratul Yakin, Arafath Santo, Roknuzzaman Fahim, Rifat Al Mamun Rudro, Kamruddin Nur:
WLD-InceptionV3: AI and Computer Vision-Based Urban Waterlogging Detection Using a Modified InceptionV3 Model. 30-38 - Anik Biswas, Ashraf Uddin:
Enhancing Research Collaboration: A Text-Based Framework Using NLP for Optimal Partner Selection. 39-46 - Md. Faruk Abdullah Al Sohan, Mustakim Ahmed, Kazi Redwan:
Comprehensive Review of Post-Vaccination Side Effects in COVID-19 Vaccines: Incidence and Severity. 47-54 - Md. Shymon Islam, Ehsanul Imon, M. Raihan, Md Musab Noor, Tasmin Jabin Rasa, Isfat Ara Hasan Ema:
Analyzing Bangla Drama and TV Series Reviews Using Stacking Method. 55-62 - Sahajuddin, Al-Amin Ahmed Shanto, Abdullah Al Maruf, Fahima Khanam:
A Novel Weighted Ensemble Strategy Using Transfer Learning for Enhanced Cervical Cancer Classification. 63-70 - Tonny Shekha Kar, Anmoy Kar:
Priv-Fuzzy: a Cutting-Edge Privacy-Preserving Data Publishing Model Based on Fuzzy Logic. 71-78 - Mahdee Mushfique Kamal, Sujoy Das, Md. Saidur Rahman:
Generating Scale-Free Caterpillar and Series-Parallel Networks. 79-86 - Sumit Kumar Kar, Fariya Sultana Prity, Nafiz Fahad, Mohammad Mahmudul Hasan, Md. Kishor Morol, Md. Abdullah-Al-Jubair:
Rokkha: Enabling Offline Emergency Location Sharing via SMS. 87-92 - Md. Monir Hossain, Saber Al Sakib, Md. Rakib, Nilay Shuvra Das, Sanjoy Kanti Talukder:
Empowering Democracy: Unveiling the Brilliance of Blockchain Technology in Smart and Safe E-Voting Systems. 93-98 - Khaled Hasan Irfan, Maliha Zerin, Enan Abdullah Khan, Nuraia Nahrin Fahmida, Tasmiah Tamzid Anannya, Nuzhat Tabassum Promi, Muhammad Nazrul Islam:
Light Canvas: An IoT-Based Interactive Virtual Drawing System for Enhancing Educational Engagement. 99-106 - Md Afir Uddin Bhuiyan, Marzan Samin Ashrafi, Mahbuba Tasnim, Hosney Jahan, Md. Akhtaruzzaman, Ramisha Fariha Baki, Sachitra Halder:
IoT Enabled Smart Egg-incubator with Remote Monitoring and Control System. 107-114 - Kazi Redwan, Mustakim Ahmed, Md. Faruk Abdullah Al Sohan, Md. Maruf Hossain Munna, Sayeda Shakira Akter, Md. Asif Sarker Emon, Ananya Dutta:
Optimizing Big Data Pattern Search: Advanced String Manipulation Techniques in C++. 115-122 - Ashutus Singha, Hira Lal Gope, A. K. Mohibul Islam, Md Masum Billah, Md Mehedi Hasan, Shohag Barman:
Integrating IoT-Based Smart Irrigation Systems to Optimize Crop Yield and Water Management for Sustainable Agriculture. 123-130 - Syed Abu Ammar Muhammad Zarif, Philip Jefferson Deori, Ummay Maria Muna, Md Mehefujur Rahman Mubin, Shanta Biswas, Raiyan Rahman:
A Deep Learning based Approach for Automated Defect Detection of Fabrics in Garment Production Line. 131-138 - Khan Md. Shibli Nomani, Md. Nuruzzaman, Afsana Nadia, Md. Masum Billal:
Sugarcane Leaf Disease Detection: A Comparative Analysis Using Deep Learning. 139-144 - Al-Momen Reyad, Sonjoy Dey, Wasi Uddin Bhuyian, Sahadat Islam Evan, Nusrat Jahan, Raiyan Rahman:
An Ensemble Deep Learning Approach to Detect Common Chicken Diseases from Fecal Matter Images. 145-153 - Khandoker Nosiba Arifin, Sayma Akter Rupa, Md. Musfique Anwar, Israt Jahan:
Lemon and Orange Disease Classification using CNN-Extracted Features and Machine Learning Classifier. 154-161 - SK Hafizul Islam, Somesh Kumar, Vemana Joshua Immanuel, Purvansh Sonthalia, Shukla Mondal, Arup Kumar Pal:
Securing Connected Vehicles: An Evaluation Framework for CAN bus-enabled In-vehicle Communications. 162-168 - Shaikh Navid Ahmed, Md. Sajedul Islam Sajib, Naim Ahmed, Umme Sumaya Ali, Laila Tuz Joha Fariha, Amina Afroz, Mir Moynuddin Ahmed Shibly, Mohammad Shamim Ahsan:
AI and RBAC Enhanced Security System for Hospitals in Bangladesh. 169-176 - Shivam Gupta, Bhaskar Biswas, Arup Kumar Pal:
A Real-Time Framework for Secure Storage of Surveillance Video Data in Cloud Environment. 177-182 - Rabeya Hossain Dolon, Muhammad Ridowan, Israt Jahan Mouri:
The Resilience of Digital Bangladesh: A Case Study on Web Vulnerabilities in the Private Sector of Bangladesh. 183-191 - Md. Manzurul Hasan, Md Shariful Alam, Shahadat Hossain, Dipta Gomes:
Fair Use Policies of Digital Contents: Some Observations and Recommendations. 192-199 - Ratul Bhattacharjee, Md Abu Sufian, Faiza Tasnim, Sadia Afrin Sara, Sazzad Hossain:
Enhancement Of Mutation-Based Fuzzing Methods. 200-206 - Soily Ghosh Sneha, Sadia Niha, Md. Manzurul Hasan:
Evaluating Code Clone Detection and Management: A Comprehensive Comparison among different Techniques and Tools along with some Effective Future Directions. 207-215 - Minhajur Rahman, Tania Yeasmin, Mohammad Mahmudul Hasan, Saeeda Sharmeen:
An Analytical Approach to Evaluating the Usability of E-Government Websites in Bangladesh. 216-223 - Marmita Paul, Fahim Murshed Pranto, Abdullah Al Amin, Hafsa Nur, S. M. Abdullah Shafi:
Hybrid Test Case Prioritization Techniques for Agile-DevOps Integration. 224-231 - Saikat Baul, Jubayer Ahamed, Md. Ariful Islam, Md. Khairul Alam Mazumder, Tofayet Sultan, Dip Nandi:
A comprehensive study to assist decision-makers in determining software design between four UML diagrams. 232-238 - S. M. Shahinur Islam Ricky, Most. Jannatul Ferdous Umama, Mowmita Islam, Emamuz zaman, Rifath Mahmud:
Applied Instructional Design in Programee to Enhance Students E-learning Experience: Programee - The Future of E-Learning App. 239-246 - Fatema Nur Raidah, Khandaker Fatema Nur Sohada, Khandaker Tabin Hasan, M. Mostafizur Tabin Rahman:
Optimization of Touch Interface Design by Analyzing Error Probability and Their Correlation with Fingertip and Object Dimensions: Fitts' Law: Touch Screen Design Optimization. 247-256 - Md. Sakib Bin Alam, Aiman Lameesa, Mehul Parmar, Paramik Dasgupta, Thanagid Nipattananchock, Mohammad Shahinur Ferdoush:
A Comprehensive Study on Interaction Fidelity and Carry-over Effects in Virtual Reality Environment. 257-263 - Md. Fakhrul Islam, Md. Faysal Ahamed, Md. Rabiul Islam:
Efficient Self-Attention and Co-Attention within the Modified Graph Matching Attention Network for Visual Question Answering. 264-270 - Tahsinul Haque Dhrubo, Noshin Tabassum, Asm Tareq Mahmood, Riead Hasan Khan, Farig Sadeque, Muhammad Iqbal Hossain:
Bridging Worlds: Enhancing Low-Resources Sign Language Recognition and Seamless BdSL-to-Bengali Conversion with Sequential LSTM Innovation. 271-279 - Md Hadiuzzaman, Mohammed Sowket Ali, Abu Saleh Musa Miah, Abdur Raj Shafi, Jungpil Shin:
BAUST Lipi: A BdSL Dataset with Deep Learning Based Bangla Sign Language Recognition. 280-285 - Tahsinul Haque Dhrubo, Noshin Tabassum, Md. Shaeak Ibna Salim, Md Tifur Waesh Niloy:
BengaliBot: Bridging Language Barriers with AI-driven Conversations. 286-294 - Shakib Sadat Shanto, Md. Kishor Morol, Zishan Ahmed, Ahmed Shakib Reza, Md. Abdullah-Al-Jubair:
Towards Interpretable Emotion Classification in Bangla: A Hybrid Deep Learning Approach with Explainable AI. 295-302 - Zishan Ahmed, Md. Kishor Morol, Shakib Sadat Shanto, Ahmed Shakib Reza, Md. Abdullah-Al-Jubair:
Explainable English Hate Speech Detection: A Custom BiLSTM Model with LIME for Multilabel Classification. 303-310 - Ahmed Shakib Reza, Md. Kishor Morol, Shakib Sadat Shanto, Zishan Ahmed, Md. Abdullah-Al-Jubair:
Acoustic Analysis of Speech for Gender and Age Classification Using CNN and Machine Learning Techniques. 311-318 - Shuvashis Sarker Shuvo, Shamim Rahim Refat, Faika Fairuj Preotee, Tashreef Muhammad:
Advanced CNN and Explainable AI Based Architecture for Interpretable Brain MRI Analysis. 319-326 - Amrin Rahman, Mahedi Kamal, Afrina Kabir Zinia, Amrin Akhter Pinky, Sabrina Afrin Toma, Abedur Rahman Khan, M. Akhtaruzzaman, Nafiz Imtiaz Khan, Muhammad Nazrul Islam:
AI Integrated Entertaining and Monitoring System for Daily Care of Elders. 327-331 - Sara Hridita, Musfiqur Rahman, Md Abu Talha, Abdul Al Mahmud Riaz, Safwan Ahmad Chowdhury, Khandaker Tabin Hasan:
Enhancing Accessibility with Real-Time Conversion of Text-to-Sign Language. 332-337 - Sudipta Saha, Shuvro Kumar Saha, Uday Kumar Sarkar Pranto, Mahezabin Sheela, Sazzad Hossain:
Formalin Detection in Fish Using EfficientNet-B3 and VGG-16. 338-345 - Md Kamrul Siam, Huanying Gu, Jerry Q. Cheng:
Programming with AI: Evaluating ChatGPT, Gemini, AlphaCode, and GitHub Copilot for Programmers. 346-354 - Md. Sarwar Hosain, Yosuke Sugiura, M. Shahidur Rahman, Tetsuya Shimamura:
Cross-Cultural Analysis of Emotional Expression in a Multinational Speaker Dataset. 355-361 - Hashibul Ahsan Shoaib, Arifa Eva, Mst. Moushumi Khatun, Adit Ishraq, Sabiha Firdaus, Mohammed Firoz Mridha:
Multi-Sense Attention Network (MSANet): Enhanced Human Activity Recognition Using Deep Learning Architectures with Self-Attention Mechanisms. 362-369 - Jamal Uddin Tanvin, Nurshat Fateh Ali, Muhammad Rifat Islam, Md. Akhtaruzzaman, Hosney Jahan, Md. Abdus Sattar, T. Gopi Krishna, Ramisha Fariha Baki, Md. Shofiqul Islam:
Azure Health Bot based Support System for Personal Healthcare and Monitoring. 370-375 - Aurora Lithe Roy, Md Kamrul Siam, Nuzhat Prova, Abdullah Al Maruf:
Leveraging Gene Expression Data and Explainable Machine Learning for Enhanced Early Detection of Type 2 Diabetes. 376-383 - Md. Robiul Islam Niloy:
Advancements in Handwritten Bangla Text Generation using Generative Adversarial Networks: A Focus on Complete Text Recovery. 384-390 - Arjun Kumar Bose Arnob, Mostaque Ahammed Naim, Md Tahmid Rezwan, Mohammad Mahmudul Hasan:
Utilizing Kidney Ontology for Data-Driven Exploration of Potential Biomarkers in Kidney Diseases: Introducing the Kidney Diseases Biomarker Ontology (KDBO). 391-398 - Malika Muradi, Basit Hussain, Ehsanur Rahman Rhythm, Annajiat Alim Rasel:
A Comparative Study of ParsBERT and mBERT in Emotion Recognition for Dari-Farsi Text with Explainable AI. 399-405 - Hashibul Ahsan Shoaib, Mst. Moushumi Khatun, Md. Golam Rabbani Abir, Adit Ishraq, Sabiha Firdaus, Kamruddin Nur, Muhammad Firoz Mridha:
DeepUNet24: A Deep Learning Model for Lane Segmentation in Autonomous Vehicles Navigation. 406-413 - G. Mostafa, Md Sabbir Ahamed, Md. Kishor Morol:
Improve the Sentiment of Bengali Language Texts with Stopword Removal. 414-422 - Muazzem Hussain Khan, Rajarshi Roy Chowdhury, Md. Safayet Hosen Talukder Arman, Rishad Amin Pulok, Md. Mahfujul Hasan, Abu Jafar Md Jakaria, Bushra Azmat Hussain:
Deep Learning Based IoT Device Categorization Using Network Traffic Analysis. 423-428 - Dhiman Kumer Bose, Md. Shahidul Salim:
Suggesting Bangla Words using Masked Language Model. 429-434 - Md Jawadul Hasan, Aritra Das, Joy Matubber, Shadril Hassan Shifat, Md. Kishor Morol:
Enhanced Classification of Anxiety, Depression, and Stress Levels: A Comparative Analysis of DASS21 Questionnaire Data Augmentation and Classification Algorithms. 435-442 - Mohammad Masum Khondhoker Efaz, Syed Eftasum Alam, Afsun Al Mayen, Raiyan Rahman:
Advancing Individual Well-being: Fatigue Detection Enhancement using Deep Learning Models. 443-451 - Basit Hussain, Malika Muradi, Sania Azhmee Bhuiyan, Annajiat Alim Rasel:
Unveiling Persian Market Dynamics: A Comprehensive Analysis of Consumer Demand Using NLP Techniques with Explainable Artificial Intelligence. 452-459 - Mirza Asif Mahmud, Khandaker Tabin Hasan, Razuan Karim:
Advancements in Machine Learning for Adaptive Intrusion Detection: A Comprehensive Review. 460-465 - Sadia Tuly, Shatabdi Majumder, Atoshi Chowdhury, Ahosan Habib, Sayma Alam Suha:
Predicting Heart Disease Risk with Lifestyle Factors: Uncovering Vital Predictors via Feature Selection and Machine Learning Techniques. 466-473 - Mejbah Ahammad, Abdus Salam, Md. Ashraful Babu:
PhraseNet : AI Driven Semantic Analysis for Keyphrase Generation on News Documents. 474-481 - Shakil Mahmud Shuvo, Navia Novely, Md. Farukuzzaman Faruk, Azmain Yakin Srizon, S. M. Mahedy Hasan:
Early Detection of Suicidal Ideation Using Bidirectional GRU and Language Models. 482-490 - Sarzila Sahrin Jisha, Shahriar Ayon, Sharia Arfin Tanim, Fahim Abdullah Md. Raeid, Tahmid Enam Shrestha, Md. Sadi Al Huda, Md. Asraf Ali:
Mental Health Analysis: ML And Explainable AI Predict Depression Among Bangladeshi University Students. 491-497 - Mondol Mridul Provakar, Emrana Kabir Hashi:
Exploring the Effectiveness of Large Language Models in Financial Question Answering. 498-505 - K. M. Imtiaz-Ud-Din, Sadia Sultana Ali, Zuhair Ahmed, Pritom Debnath, Maknun Fatema Tisha:
Self-Adaptive User Interface for Elderly Users: A Bayesian Network Approach. 506-512 - Most. Thasin Sabira, Md. Farukuzzaman Faruk, S. M. Mahedy Hasan, Azmain Yakin Srizon, Md. Nasif Khansur, Md. Al Mamun, Md. Rakib Hossain:
Bengali Handwritten Character Recognition Enhanced with Morphological Preprocessing and Attention Mechanism-based Convolutional Neural Network. 513-519 - Mohammed Z. Waughfa, Imranul Islam Adnan, Syeda Samia Sultana, Sumaiya Siddiqua Mumu:
Diabetes Prediction: A Comprehensive Study Integrating Deep Learning and Machine Learning Approaches. 520-526 - Kaniz Fatema Tanni, Tanjila Sarkar Promi, M. Jamshed Alam Patwary:
FuzzyGSSL: An Improved Graph-based Semi-Supervised Learning Through Fuzzy Label Propagation. 527-533 - Golam Moktader Nayeem, MD. Saad Bin Kamal, Golam Moktader Daiyan, Mohammad Asaduzzaman Khan:
A Time-Varying Grey Wolf Optimizer. 534-539 - Sadia Afrin, Md Abdullah All Mahmud, Abdus Salam, Md. Abdullah-Al-Jubair, Muhammad Firoz Mridha:
Machine Learning for Predictive Database Caching Strategies: A state-of-the-art review. 540-547 - Md. Ashraful Islam, Sudipto Chaki, Mohammad Abu Yousuf, Mohammad Ali Moni:
Sleep Apnea Detection through HRV and SPO2 Analysis of Single-Lead ECG Signals Using Machine Learning Algorithms. 548-555 - Pranta Biswas, Mohammad Abu Yousuf:
Leveraging Transformer Models for Accurate Detection of Obstructive Sleep Apnea from Single-Lead ECG Signals. 556-563 - Fatema Mostafa Tarin, Jannat Hossain Disha, Syeda Somiya Tasnim, M. Jamshed Alam Patwary:
BanglaBERT-GCN Ensemble: Advancing Health Misinformation Classification Using Graph Based Method. 564-570 - Sree Suvro Kumar Biswas, Arpita Sarkar Singdha:
Elevating Neurological Diagnosis: Unleashing Transfer Learning and Single Channel-wise Attention for MRI Brain Tumor Classification using Hybrid CNN Model: Single Channel-wise Attention for MRI Brain Tumor Classification using Hybrid CNN Model. 571-578 - Rashedul Arefin Ifty, A. M. Asik Ifthaker Hamim, Abdul Mohaimin, Al Fahim Ishmum, M. Jamshed Alam Patwary:
NobleMeta: A Noble Technique to Predict Potato Crop Yields in Bangladesh. 579-587 - Jul Jalal Al-Mamur Sayor, Nishat Tasnim Shishir, Bitta Boibhov Barmon, Sumon Ahemed, Nurjahan, Md Whaiduzzaman:
RoboServe: Design and Implementation of a Robotic Agent for Serving Food at Restaurants. 588-597 - Md Raisul Islam, Md. Zakir Hossain Zamil, Arifa Eva, Md Anisur Rahman, Md. Nahid Hasan, Md. Mohsin Kabir:
AnoSegNet: Anomaly Detection and Segmentation Using Convolutional Neural Networks with Variational Autoencoders for Enhancing Industrial Quality Control. 598-606 - Md. Humayan Kabir Rupok, K. M. Azharul Hasan:
BDIMS: A Blockchain Based Digital Identity Management System with Zero Knowledge Proof. 607-615 - Resam Zaha, K. M. Azharul Hasan:
Exploring Data Warehousing Capabilities of NoSQL Systems for Big Data Analytics. 616-622 - Amir Labib Khan, K. M. Azharul Hasan:
Event Detection and Trust Verification using Blockchain. 623-628 - Mehedi Hasan, Samia Yasmin, Abdus Salam:
Concurrency Control in Distributed Database System: Solution of the Anomalies & Challenges. 629-636 - Plabon Talukder, Md. Faysal Ahamed, Md. Rabiul Islam:
Bangla Speech Emotion Recognition Based on Audio Features Using CNN and LSTM. 637-644 - Zobaer Al Khalil Zihad, Md. Faysal Ahamed, Rabiul Islam:
Denoising autoencoder-based soft K-medoid clustering for single-cell RNA sequence data. 645-652 - Dia Zafrin, Md. Faysal Ahamed, Md. Rabiul Islam:
Lightweight CNN Approach for Multiclass Alzheimer Stage Classification from MRI Scans. 653-659 - Nitol Saha, Md Masruk Aulia, Dibakar Das, Md. Mostafizur Rahman:
IoT-enabled Stability Chamber for the Pharmaceutical Industry. 660-668 - Mohammad Nur Newaz Oyon, Mehzabul Nahid:
Blockchain Utilization in Agro-Business of Bangladesh. 669-676 - Mir Md. Aulad Hossain, Mehzabul Nahid:
Artificial Intelligence Adoption Intention among HR Professionals in Bangladesh. 677-684 - Shakib Sadat Shanto, Zishan Ahmed, Akinul Islam Jony:
Generative AI for Programming Education: Can ChatGPT Facilitate the Acquisition of Fundamental Programming Skills for Novices? 685-692 - Md Saef Ullah Miah, Saima Sharleen Islam, Abhijit Bhowmik:
From Theory to Reality: Tracing the Milestones of Quantum Information Systems. 693-698 - Md Ashfaqur Rahman Rahat, Mahir Labib Utso, Md. Hasibul Hasan:
Evi-Block: A secure evidence management system built with Hyperledger Fabric. 699-704 - Fahad Ahmed, Jubaer Hossain Siam, Md Mahedi Hassan, Md. Akhtaruzzaman Adnan, Muhammad Towfiqur Rahman:
Ensemble Learning Based Ventilator-Associated Pneumonia Prediction Within 24 Hours. 705-712 - S. M. Moshiuzzaman Shatil, Ahsan Habib, Tahmid Enam Shrestha, Sadia Hossain, Md. Sadi Al Huda, Noor A Jannat Tania:
Improving Big Data Visualization and Association Rule Mining through Splunk Database Gap Analysis. 713-718 - Al Jubayer Pial, Md. Ashiq Ul Islam Sajid, Abdullah Mubin, Muhammad Zawad Mahmud, Muhammad Firoz Mridha, Abdullah Jubair:
Optimized Malaria Identification through Transfer Learning Appoach. 719-724 - Fatema Tuj Zuhura, Md. Al-Amin:
Blockchain Solution in Dhaka Metro Rail (DMR) for online Ticketing System: Bangladesh Perspective. 725-732 - Md. Atik Ullah Khan Atik, Sumaiya Sultana Tarin, Mushfequr Rahman, Ahsanul Azmain Alvi, Md. Faruk Abdullah Al Sohan:
A Comprehensive Analysis of Blockchain-Based Voting Systems: Enhancing Transparency and Security. 733-740 - Abdullah Al Shafi, Munim Ahmed, Md Sahilur Rahman, Md Shakhawat Hossain, Mohammad Faisal Uddin:
Deep Learning for Imbalanced Gastrointestinal Image Classification: A Comparative Study of Architectural Choices. 741-746 - Aonyendo Paul Neteish, Barno Biswas, Md. Mortuza Ahmmed:
Hearing the Unheard: Statistical Examination of Public Attitudes, Awareness, and Acceptance of Sign Language Recognition in Dhaka. 747-753 - Farzana Fariha, Kawser Irom Rushee, Md. Fahim Sharier Khan Arnop:
Prediction of IMDb Rating in Netflix Shows Using Machine Learning Algorithms. 754-761 - Jamilul Huq Jami, Sk Imran Hossain, Abdus Salim Mollah:
Generating Skin Lesion Hair Mask Pattern using Modified Pro-Gan. 762-769 - Jannatun Nusrat Prome, Fariha Sultana, Saraf Anika:
Skin Cancer Detection: Leveraging Hybrid Deep Learning Models and Traditional Machine Learning Classifiers. 770-778 - Farzana Akter, Amatul Bushra Akhi, Habiba Khatun, Naznin Sultana:
Advanced Deep Learning based Apparel Image Classification System. 779-785 - Md. Sayem Kabir, Sharia Arfin Tanim, Kazi Tanvir, Kamruddin Nur, Mohamed Haq:
Efficient Disease and Pests Detection in Cotton Leaves Using NASBiT with Enhanced XAI visualization. 786-793 - Hriday Sarkar, Selim Reza, Fakrul Hasan Sajib, Md Fakrul Islam, Muhammad Nazrul Islam, Faiz Al Faisal:
A New Approach for Brain Stroke Detection and Classification using Multi-layered Deep Neural Network. 794-800 - Fahim Muntasir, Mir Arfan Uddin, Nabajit Kumar Dey Utsab, Jamil As-ad, Fariha Tasnim:
A grad-CAM and deep learning based image classification for skin diseases. 801-808 - Jannatul Ferdous Esha, Mohammad Abu Yousuf:
Enhancing Parkinson's Disease Classification Using LSTM Networks and Attention Mechanisms. 809-815 - Md. Wahidur Rahman, Md. Tarequl Islam, Md. Rahat Khan, Mohammad Motiur Rahman, Munim Ahmed, Md Shahilur Rahman, Md Shakhawat Hossain:
BDFreshFish: A Comprehensive Image Dataset of Bangladeshi Freshwater Fishes to Develop AI-driven Solutions for Autonomous Fisheries Management. 816-821 - Md. Zakir Hossain Zamil, Md Raisul Islam, Md Anisur Rahman, Mumtahina Ahmed, Md. Nahid Hasan, Md. Mohsin Kabir:
Optimizing Magnetic Resonance Imaging Analysis for Brain Tumors: A Lightweight Neural Network Approach. 822-829 - Md. Sadi Al Huda, Adety Sarkar, Kazi Tanvir, Md. Asraf Ali, Dip Nandi, Mohamed Haq:
Enhancing Poultry Disease Classification Using Fecal Image: A Fusion Approach. 830-837 - Maleeha Kaikaus, Sabbir Ahmed, Mohammad Abu Yousuf, Mohammad Ali Moni:
SeizureFed: Federated Learning for Pediatric Seizure Detection through EEG Using E-ResNet. 838-846 - Minhajur Rahman, Tania Yeasmin, Mohammad Mahmudul Hasan:
STM32-Based Obstacle Avoiding Line Follower Robot. 847-853 - Md. Tanzid Ahsan, Raiyan Rahman:
Towards Dry Fruit and Nut Sorting Automation: A Comparative Analysis of YOLO Models for Object Detection. 854-861 - Md. Hosen Zisad, Sultan Md. Ayman, Avishek Chowdhury, Md. Ibrahim Siddiquee, Mohammad Hasan:
BN-HW-DSNd: A Dataset of Handwritten Bengali Words for Text Recognition. 862-867 - Md. Ruhul Amin Shazid, Md Hasibul Islam, Shaneen Ara, Md Sohanur Rahman:
Deep Learning Based Real Time Bengali Multi Vehicle Number Plate Detection. 868-873 - Md. Sayem Kabir, Md Nure Alam Nadim, Sharia Arfin Tanim, Tasnim Sultana Sintheia, Kazi Tanvir, Muhibul Haque Bhuyan:
Potato Diseases detection using Inception-BiT with Explainable AI. 874-881 - Mushfiqur Rahman Abir, Md. Tanzib Hosain, Md. Abdullah-Al-Jubair, Muhammad Firoz Mridha:
IMVB7t: A Multi-Modal Model for Food Preferences based on Artificially Produced Traits. 882-888 - Muntasir Rahman, Md. Shariar Mahmud Sachcha, Nazmus Sakib, Faysal Mahmud, Md. Abdullah-Al-Jubair, Arfina Jannat Prity:
Assessing Participants Engagement in Virtual Meetings by Using Facial Landmarks and Deep Learning. 889-895 - Munim Ahmed, Md Sahilur Rahman, Md Shakhawat Hossain, Md Mahmudur Rahman, Fariha Karim, Mahreen Tabassum:
AI-assisted polyps detection to facilitate autonomous endoscopy examination. 896-901 - Rafi Ahammed Songram, S. M. Mahedy Hasan, Azmain Yakin Srizon, Md. Farukuzzaman Faruk, Md. Rakib Hossain, Md. Al Mamun:
RAS-bengaliNet: An Explainable Lightweight Convolutional Neural Network for Handwritten Bangla Compound Characters Recognition. 902-909 - Nusrat Hossain, Muhammad Sabbir Hossain, Rakibul Islam, Raiyan Rahman:
Rice Grain Classification and Automated Quality Control Using Deep Learning Approaches. 910-916 - S. M. Jahidul Islam, Machbah Uddin, Md. Rakib Hassan, Muhammad Mustagis Billah:
Tomato stem scar detection using C3Ghost-based improved YOLOv5 model. 917-924 - Ritu Sarker Puja, Mohammad Abu Yousuf:
Enhanced Brain Tumor Classification using Ensemble Fusion Method. 925-931 - Rifat Arefin, Nazia jahan Chowdhury, Md Zahim Hassan, Saurav Roy:
An Analysis on Structural MRI Images for Better Alzheimer Disease Detection using Deep Neural Networks. 932-938 - Rakibul Islam, Sajjad Ullah, Sadikur Rahaman, Jubair Sheebly, Shahriar Rahman, Raiyan Rahman:
Ensemble Deep Learning for Real-Time Textile Fabric Defect Detection and Classification Using YOLOv8 and CNNs. 939-945 - Navia Novely, Shakil Mahmud Shuvo, Md. Farukuzzaman Faruk:
Improving Pre-Trained CNNs with CBAM and Skip Connections for Multi-Class Retinal Diseases Classification using OCT Images. 946-953 - Sumiya Chowdhury Anika, Md Riaj Hossain, Ashraful Tamjeed, Meskat Jahan:
Roadway Impairment Identification in Asphalt Road Using Yolov8. 954-961 - Md Shafiullah Shafin, Humayra Tasnim, Md. Rakibul Haque, S. M. Mahedy Hasan, A. S. M. Montashir Fahim, Mohammad Sakif Alam:
Multiscale Feature Fusion using Attention Mechanisms in Multiclass Skin Lesion Classification: A Comprehensive Study. 962-969 - Subah Nawar, Taslima Joty, M. M. A. Hashem:
A Lightweight Deep Learning Architecture for Efficient Multimodal Medical Image Segmentation Using Attention Mechanism. 970-977 - Soumit Das, Md. Farukuzzaman Faruk, Shakil Mahmud Shuvo, Azmain Yakin Srizon, S. M. Mahedy Hasan, Md. Al Mamun:
Advancing Glioma Segmentation: A Robust 3D Residual Attention U-Net Framework for Multimodal MRI Images. 978-985 - Sharif Hasan, Md. Mahadi Hassan Nour, Abdullah Al Kafi, Md Fakrul Islam, Muhammad Nazrul Islam, Faiz Al Faisal:
BCTD: An Optimised CNN-based Deep Neural Network for Primary Stage Breast Cancer Detection and Classification. 986-992 - Sumaiya Binte Shahid, Mohammad Abu Yousuf, Md. Biplob Hosen, Sabbir Ahmed, Mohammad Ali Moni:
Bias in Deep Learning Skin Cancer Detection: Parallel Residual Convolution Network Classification and Racial Bias Quantification: Skin Cancer Racial Bias. 993-1000 - Md. Sakib Bin Alam, Aiman Lameesa:
Text Summarization Driven By Question Answering Technique. 1001-1006 - Nafiz Fahad, Rasel Ahmed, Fariha Jahan, Ridwan Jamal Sadib, Md. Kishor Morol, Md. Abdullah-Al-Jubair:
MIC: Medical Image Classification Using Chest X-ray (COVID-19 & Pneumonia) Dataset with the Help of CNN and Customized CNN. 1007-1013 - Kazi Md Nasiruddin, Md. Jawadul Haque, Md. Jahid Hasan, Md. Shayed Ahmed Shams, Syed Nafiul Shefat:
Panic Attack Frequency Detection Using Machine Learning Algorithm. 1014-1025 - Md. Mostafijur Rahman, Md. Hamid Hosen, Rituparna Chowdhury, Naima Tasnia, Sadia Nawar, Mohammed Nazim Uddin:
Automated Paddy Disease Detection: A Deep Learning Approach. 1026-1033 - Sadia Nawar, Altaf Uddin, Arnob Saha, Md. Hamid Hosen, Safa Asgar, Linkon Chowdhury:
Advance Step to Protect Agriculture: A Deep Dive into Enhancing Food Security Through EfficientNet-B0 and XAI in Plant Disease Classification. 1034-1041 - Tofail Ahmmed Emon, Mirza Md Shakil, Nabiha Tahsin, Sakal Sarkar, Nuzhat Tabassum Progga, Zakaria Jiyad:
MultiArchFusionV16Ensemble: A Novel Neural Network Based Ensemble Model for Enhanced Cervical Cancer Detection. 1042-1049 - Nafiz Imtiaz Rafin, Swattic Ghose, Ahsanul Islam, Md. Fahim Ul Islam, Md. Golam Rabiul Alam, Amitabha Chakrabarty:
Enhancing Intrusion Detection: A Robust Ensemble Learning Approach with Explainable AI and Strategic Fused Voting-Stacking Mechanism. 1050-1057 - Md. Ashik Elahi, Rafi Ahammed Songram, Md Shahid Uz Zaman:
Network-Shield: Exploring the Efficacy of GRU Model in Intrusion Detection Using CIC-IDS 2018 Dataset. 1058-1065 - Md. Abdur Rouf, Atia Rasida Silvia, Mihir Kanti Roy, Sujoy Kumar Das, Syma Kamal Chaity:
Proposing a framework to prevent Distributed Denial of Service (DDoS) attacks on IoT Devices. 1066-1073 - Md. Faruk Abdullah Al Sohan, Rifat Tasnim Anannya, Syma Kamal, Afroza Nahar:
PanAdapt Protocol: Improving Energy Efficiency and Collision Management in Wireless Networks. 1074-1080 - Md. Ariful Islam, Sanzida Mannan Chuity, Tofayet Sultan, Saikat Baul, Jubayer Ahamed, Md. Iftekharul Mobin:
Blockchain technology is revolutionizing the pharmaceutical industry's drug supply chain management. 1081-1088 - Taslimur Rahman, Abhijit Bhowmik:
EmAc: An authentication method using Email and user activity. 1089-1094
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