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ORCIDNSysS 2024: Khulna Karak, Bangladesh
- Proceedings of the 11th International Conference on Networking, Systems, and Security, NSysS 2024, Khulna Karak, Bangladesh, December 19-21, 2024. ACM 2024, ISBN 979-8-4007-1158-9
Advances in Security and Privacy
- Md Mizanur Rahman
, Md Meheraz Hossain Chayan, Khaleda Mehrin, Afrin Sultana, Mosaab M. Hamed:
Explainable Deep Learning for Cyber Attack Detection in Electric Vehicle Charging Stations. 1-7 - Md. Turab Hossain, Md. Alamin Hossain, Muhammad Abdullah Adnan:
A Confidentiality-Preserving Distributed Linear Programming Model for Solving Large-Scale Economic Dispatch Problems. 8-15 - Taimur Rahman, Anas Mohammad Ishfaqul Muktadir Osmani, Mohammad Shahriar Rahman, Mir Moynuddin Ahmed Shibly, Salekul Islam:
Benchmarking Fully Homomorphic Encryption Libraries in IoT Devices. 16-23
Novel Architectures for ML and NLP
- Asif Shahriar, Debojit Pandit, Mohammad Saifur Rahman:
XLNet-CNN: Combining Global Context Understanding of XLNet with Local Context Capture through Convolution for Improved Multi-Label Text Classification. 24-31 - Uddip Acharjee Shuvo, Sajib Acharjee Dip, Nirvar Roy Vaskar, A. B. M. Alim Al Islam:
Assessing ChatGPT's Code Generation Capabilities with Short vs Long Context Programming Problems. 32-40 - Hyun Lee, Mohammad Maminur Islam, Chris Yi, Chandranil Nil Chakraborttii:
Enhancing Graph Representation Learning with WalkLM for Effective Community Detection. 41-47
AI in Health and Well-being
- Md Samiul Alom, Samiha Maisha Jeba, Angkon Debnath, Tanjim Taharat Aurpa, Rifat Siddiqua:
Enhancing Sleep Disorder Diagnosis with a Machine Learning Approach Using Ensemble Neural Networks: Sleep Disorder Diagnosis with Ensemble Neural Networks: Sleep Disorder Diagnosis with Ensemble Neural Networks. 48-55 - Syed Zuhair Hossain, Anika Tahsin Miami, Jannatun Noor:
MonChitro: Unveiling The Stress and Depression About Future Among Undergraduate Students. 56-64 - Taseen Mubassira, Mehedi Hasan, Jannatun Noor, A. B. M. Alim Al Islam:
Enhancing EmoBot: An In-Depth Analysis of User Expectation and Satisfaction in an Emotion-Aware Chatbot. 65-71
Machine Learning for Agriculture and Sustainability
- Tashik Ahmed, Sumaitha Jannat, Abdullah Rahat, Jarin Akter Mou, Md. Farhadul Islam, Jannatun Noor:
Knowledge Distillation and Weight Pruning for Two-step Compression of ConvNets in Rice Leaf Disease Classification. 72-78 - Md. Washiur Rahman, Tafannum Mahjabeen, Tarik Reza Toha, Sultana Umme Habiba, Shaikh Md. Mominul Alam:
Sound-based Fault Detection in Knitting Machine. 79-85 - Md. Alvee Ehsan, Farhan Feroz, Mahpara Chowdhury, Jannatun Noor:
Connecting Mobile Money: Understanding the Adoption and Usage of Mobile Financial Services (MFS) by Low-Income Internal Migrant Workers in Dhaka. 86-95
Optimization in Systems and Networks
- Md. Abu Yousuf Siam, Fahim Hasan, Selina Sharmin, Sajeeb Saha:
An Efficient Burst Traffic-Aware Clustering and Mobility Management model for mobile-sink based Heterogeneous Wireless Sensor Networks. 96-103 - Santa Maria Shithil, Muhammad Abdullah Adnan:
Performance Improvement of Redundant Requests in Distributed Systems. 104-111 - Pritom Goswami, Md. Asadul Islam, Md. Washiur Rahman, Avishek Das Gupta, Md. Harunur Rashid Bhuiyan, Sultana Umme Habiba, Anupom Mondol, Tarik Reza Toha, Shaikh Md. Mominul Alam:
Monitoring Yarn Shade Variation using Computer Vision Techniques. 112-119
Explainable AI and Bias Mitigation
- Fahim Muntasir, Jannatun Noor:
Explainable AI Discloses Gender Bias in Sexism Detection Algorithm. 120-127 - Ishmam Bin Rofi, Mashiyat Mahjabin Eshita, Md. Sabbir Ahmed, Jannatun Noor:
Identifying Influences: A Machine Learning and Explainable AI Approach to Analyzing Social Media Addiction Resulting from Academic Frustration. 128-136 - Maraz Mia, Darius Derakhshan, Mir Mehedi Ahsan Pritom:
Can Features for Phishing URL Detection Be Trusted Across Diverse Datasets? A Case Study with Explainable AI. 137-145
Innovations in Image and Video Processing
- Khondker Salman Sayeed, Haz Sameen Shahgir, Tamzeed Mahfuz, Satak Kumar Dey, Mohammad Saifur Rahman:
Efficient Real-Time Video Colorization on Low-End CPUs via Pruning and Quantization. 146-153 - Md. Abrar Faiaz, Dipankar Mitra, Ranat Das Prangon:
Intrusion Detection Using Convolutional Neural Network: A Color Mapping Approach on NSL-KDD Dataset. 154-162 - Mohimenul Kabir, Jaiaid Mobin, Ahmad B. A. Hassanat, M. Sohel Rahman:
Image Contrast Enhancement using Fuzzy Logic with Metaheuristics. 163-171
AI in Education and Productivity
- Sidratul Muntaha Khan, Mehreen Tabassum Maliha, Md Shahedul Haque, Ashikur Rahman:
WiFi Received Signal Strength (RSS) Based Automated Attendance System for Educational Institutions. 172-180 - Rashedul Amin Tuhin, A. B. M. Alim Al Islam:
User Interface Design of a Functional CQI Module in OBE Nexus: An Iterative Design Approach. 181-189 - Nuraiyad Nafiz Islam, A. B. M. Alim Al Islam:
Human-Machine Collaboration at the Tollbooth: Perceptions and Requirements of Toll Workers in the Age of AI and IoT. 190-196
Short Papers on Systems and Security
- Fariha Jahan, Sirajum Munira Shifat, Fatema Zohra Anannya, Sakib Mostafa, Md. Manzurul Hasan:
Short Paper: Dementia Patient Health, Prescriptions ML Dataset: LightGBM Classification of XAI-based LIME and SHAP for Dementia Detection. 197-202 - Maoyejatun Hasana, Masfiqur Rahaman, Razin Reaz Abedin, Md Toki Tahmid, Ishika Tarin, Sudipa Saha, Sutapa Dey Tithi, Zarin Tasnim Promi, Kazi Abdun Noor, Md. Zahidul Islam Sanjid, Mahir Shahriar Dhrubo, Samira Akter, Tauhidur Rahman, A. B. M. Alim Al Islam:
Short Paper: "It's Too Hot Under the Sun": Unveiling the Impact of Prolonged Heat Exposure on Rickshaw Pullers' Brainwaves. 203-209 - Asef Rahman Dipto, Md. Shahriar Istiaqe, Nazmul Islam, Sultana Umme Habiba, Tarik Reza Toha, Shaikh Md. Mominul Alam:
Short Paper: Prediction of Yarn Fineness Using Computer Vision Based Techniques. 210-215 - Nuraiyad Nafiz Islam, Sadia Afroz, Md. Faizul Bari, A. B. M. Alim Al Islam:
Short Paper: Detecting and Decoding: A YOLO-Transformer Hybrid Model for Bangla License Plate Recognition. 216-221 - F. M. Mahmudul Haque, Humayra Tabassum, Md Fazal Amin, Md Nazrul Islam Jony, Shamik Dey, Adnan Quaium:
Short Paper: Predicting and Analyzing EV Energy Consumption in Bangladesh : A Machine Learning Approach. 222-227 - Md. Mirajul Islam, Md. Nahiyan Uddin, Maoyejatun Hasana, Debojit Pandit, Nafis Mahmud Rahman, Sriram Chellappan, Sami Azam, A. B. M. Alim Al Islam:
Short Paper: Revealing the Self: Brainwave-Based Human Trait Identification. 228-233
Short Papers on Modeling, Analysis, and Analytics
- Mirza Abbas Uddin, Sanjana Hossain Sonali, Raiyan Rahman:
Short Paper: Elevesa: A Computer Vision-Based Approach for Smart Elevating. 234-239 - Sanzana Karim Lora, Istiak Ahmed, Muhammad Abdullah Adnan:
Short Paper: A Cloud-based Distributed Approach for Social Media Sentiment Analysis using Machine Learning with Distributed Hyperparameter Tuning. 240-246 - Md. Abrar Faiaz, Nowshin Nawar:
Short Paper: AI-Driven Disaster Warning System: Integrating Predictive Data with LLM for Contextualized Guideline Generation. 247-253 - Iftikharun Nisa Sheikh, Md. Nazmus Sakib, Md Mozammal Hoque, Imdadul Hasan Hamim, Jannatun Noor, A. B. M. Alim Al Islam:
Short Paper: SuperArchitecture: A New Approach for Reconnaissance over Data Centers Considering Architectural Alternatives. 254-259 - Md. Mizanur Rahman, Muhammad Abdullah Adnan:
Short Paper: Storage Reduction of Private Blockchain with Sharding and Community Based Clustering. 260-266
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