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ORCID11th BDCAT 2024: Sharjah, United Arab Emirates
- IEEE/ACM International Conference on Big Data Computing, Applications and Technologies, BDCAT 2024, Sharjah, United Arab Emirates, December 16-19, 2024. IEEE 2024, ISBN 979-8-3503-6730-0
- Yuanli Zhu, Pushpandu Kar:
An Accurate Salary Estimation Scheme by Using BigData Technique. 1-3 - Said Halwani
, Hagar Elbatanouny, Ayad Turky, Wasiq Khan, Hissam Tawfik, Abir Hussain:
Flamingo Diet and Health Detection Based on Colour Classification. 4-8 - Vincenza Carchiolo, Michele Malgeri, Giulio Samperi, Salvatore Sorbello:
DynaCEP a framework for Dynamic Event Streaming in IoT. 9-11 - Hamdi Aloulou, Bessam Abdulrazak, Mounir Mokhtari:
Urban Computing for Disease Prediction: Asthma Case. 12-17 - Muddsair Sharif, Huseyin Seker:
Reinforcement Learning-based Optimization of EBike Charging infrastructure. 18-25 - Jeffrey Rezazadah, Rasha Kashef:
Deep Learning Models in Simulating and Analyzing Smart Grid Stability and Resilience. 26-35 - Rui Gong, Jinwei Liu:
MLM: Using ML to Handle Missing Values in Residential Segregation and Mortality Rates for Association Analysis. 36-41 - Eya Abidi, Zayneb Trabelsi Ayoub, Sofiane Ouni:
A 1DCNN_Filter to Optimize a Distributed Somatic Variant Calling based on Spark. 42-49 - Rouaa Alzoubi, Ayad Turky, Abir Hussain, Sebti Foufou:
Interpretable Deep Learning for Alzheimer's Disease Through Genetic Data and Explainable Artificial Intelligence. 50-59 - Ali Shikai:
Advancing Security of Mobile and IOT Devices with AI Threat Detection Strategies. 60-66 - Paul R. B. Houssel, Priyanka Singh, Siamak Layeghy, Marius Portmann:
Towards Explainable Network Intrusion Detection using Large Language Models. 67-72 - Clayton Barnett, Rasha Kashef:
GraphAush: Combining Adversarial Learning and Graph Embedding for a Novel Shilling Attack Model Towards Robust Recommender Systems. 73-79 - Hagar Elbatanouny, Hissam Tawfik, Tarek Khater, Ayad Turky, Abir Hussain:
Predicting ICU Admissions using Interpretable Machine Learning. 80-84 - Moatsum Alawida, Ahmad Nasser Aljaghbeir, Khaled Raed Albaz, Heba Nabil El Zaher, Moutasim Billah El Ayoubi:
AI-Driven Innovations for Secure and Efficient Medical Consultations. 85-90 - Abdulla Bachir, Ahmad Alali, Amro Abed, Hamad Al-Jaberi, Laith Dalloul, Mueen Uddin:
A Signature and NLP-based Network Traffic Detection Model For SQL Injections for Enhancing Web Security. 91-96 - Muhammad Zaman, Tahseen Fatima, Sana Hameed, Shahzeb Haider, Adnan Akhunzada, Muhammad Azeem:
Enhanced Pediatric Pneumonia Diagnosis with Chest X-Ray using Deep Attention Mechanism. 97-103 - Sahar Tahir, Iulia Elena Teodorescu, Konstantinos Tantoulas, Bessam Abdulrazak, Alexandros Tzanetos:
Age-Friendly Trip Planning Using Ant Colony Optimization. 104-106 - Filipe Pinto, Bruno Lima:
PlayField: An Adaptable Framework for Integrative Sports Data Analysis. 107-112 - Sandya De Alwis, Bahadorreza Ofoghi, Yishuo Zhang:
An Explanation Technique For Yield Prediction in Smart Farming. 113-118 - Marcelo Valentim Silva, Hannes Herrmann, Valerie Maxville:
Attribute-Based Semantic Type Detection and Data Quality Assessment. 119-124 - Ali Riahi, Mostafa Elguindy, Tahani H. Abu Musa, Abdelhak Belhi, Abdelaziz Bouras:
Continuous Alignment of Business and IT Enterprise Architecture Modeling through Blockchain and Anomaly Detection. 125-130 - Ionut Predoaia, Pedro García López:
A Cloud-Agnostic Serverless Architecture for Distributed Machine Learning. 131-140 - Xiaochen Liu, Alexander W. Jacob, Wei Song, Antonio Liotta:
Global Feature Attribution Map based on Optical Flow for Super Resolution Neural Networks. 141-148 - Yamina Khenfouci, Yacine Challal:
Proof of Clustering: an efficient and reliable blockchain-based clustering framework. 149-158 - Muhammad Ammar Shahid, Muhammad Afzal, Huseyin Seker:
Extracting Health Evidence Information from Biomedical Literature using Large Language Models. 159-164 - Said Emirhan Döke, Mahmut Nedim Alpdemir, Mehmet Sezgin:
An Efficient Iris Recognition Technique through Minimal Preprocessing and Custom CNN. 165-168 - Amin Al-Habaibeh, Emmanuel Manu, Bubaker Shakmak, Janani Selvam, Tsai-Hsuan Lin, Timothy Clement:
Rapid Evaluation of Cost and Whole Life Carbon of Buildings Using Artificial Intelligence. 169-177 - Luqman Ali, Medha Mohan Ambali Parambil, Muhammed Swavaf, Fady Alnajjar, Hamad Aljassmi, Adriaan De Man:
SWIN and Vision Transformer-Driven Crack Detection in the Al Qattara Oasis, UAE: Towards Sustainable Infrastructure Management. 178-183 - Fatmah Khalfan Alantali, Corrado Mio, Siddhartha Shakya, Alia Abdulaziz Ali Abdulla Aljasmi, Huda Saleh Mohammed Goian, Ahoud Saif:
Unusual Invoice Detection Using a Permutation Based Genetic Algorithm. 184-189 - Mariam Hassan AlThabahi, Mian Ahmad Jan, Bouziane Brik, Sebti Foufou:
Machine Learning-Based Big Data Analytics in Smart Cities: A Survey of Current Trends and Future Research Directions. 190-197 - Abderraouf Zaimen, Adel Oulefki, Fouad Khelifi, Tamer Rabie, Ahmed Bouridane:
Enhanced Source Camera Identification Using Dual Pathway Processing and Spatial Attention Module. 198-203 - Kaouthar Essaheli, Selsabil Roubi, Halima Bouzidi, Hamza Ouarnoughi, Smaïl Niar:
NeuraSearchLib: A Modular and Extensible Library for Neural Architecture Search with Configurable Search Spaces. 204-208 - Ethan Wei, Tommy Dang:
Temporal Dynamics and Anomaly Detection in Transactional Networks. 209-217 - Federico Larrieu, Tyson O'Leary, Sangmi Lee Pallickara, Shrideep Pallickara:
Magellan: Enabling Effective Search Over Voluminous, High-dimensional Scientific Datasets. 218-227 - Yuto Inokuchi, Pedro Henrique González, Masayoshi Aritsugi, Israel Mendonça:
Efficient Node Reduction Heuristic for GNN-Based Traffic Speed Forecasting. 228-236 - Arshdeep Kaur, Shikharesh Majumdar:
A Parallel Processing Approach for Video Data Filtering Using NLP and Object Detection. 237-247 - Kassidy Barram, Sangmi Lee Pallickara, Shrideep Pallickara:
Scrybe: Enabling Programmatic Interfaces for Explorations Over Voluminous Spatiotemporal Data Collections. 248-257 - Phil Wee, Riyadh Baghdadi:
Exploring the Knowledge Mismatch Hypothesis: Hallucination Propensity in Small Models Fine-tuned on Data from Larger Models. 258-263 - S. Alketbi, Talal Bonny:
Plant Diseases Recognition Using Machine Learning Algorithms. 264-269 - Zaid Shuqfa, Abderrahmane Lakas:
Towards User-Centered Design for Motor Imagery Brain-Computer Interface: From MI-BCI Illiteracy to MI-BCI Unfamiliarity. 270-275 - Rabelani Netshifhire, Maria Vivien Visaya:
Integrating Multiscale Mapper Features with Machine Learning Techniques to Improve Breast Cancer Classification Accuracy. 276-281 - Saif Ahmed Al Hosani, Abdelaziz Mohamed Hassooni, Mohamad Majid Al Jarwan, Osman Abul:
Sentiment Analysis of Movie Reviews Using Apache Spark MLlib: A Big Data Approach. 282-289 - Ali Teta, Maissa Medkour, Ahmed Chennana, Ammar Chouchane, Yassine Himeur, Shadi Atalla, Wathiq Mansoor, El Ouanas Belabbaci:
A Novel Transfer Learning Approach for Detecting Partial Shading in Photovoltaic Systems. 290-295 - Mohammad Ziad Mizher, Ali Bou Nassif:
Enhanced Intrusion Detection in Cloud Security by Optimizing Classification Algorithms. 296-303 - Kosei Kobayashi, Masayoshi Aritsugi, Pedro Henrique González Silva, Israel Mendonça:
Optimizing Wireless Sensor Network Topology with Deep Reinforcement Learning for Multi-Source/Destination Scenarios. 304-313 - Muraam Abdel-Ghani, Jezia Zakraoui, Abdelhak Belhi, Abdulaziz Al-Ali, Sandy Rahme, Abdelaziz Bouras:
Analysis of lightweight CNN-Based Intrusion Detection Models in IoT. 314-323 - Ruba Kharsa, Fatih Kurugollu, Ashiq Anjum, Abbes Amira, Ahmed Bouridane:
Malware Family Classification with Explainable BERT (xBERT) Using API Calls. 324-333 - Usman Tariq, Fehmi Jaafar, Yasir Malik:
Detecting and Mitigating Adversarial Perturbations to Improve E-Commerce Security. 334-341 - Sameer Al-Dahidi, Bilal Rinchi, Mohammad Alrbai, Osama Ayadi:
Enhancing Solar Energy Production Prediction Using Weighted k-Nearest Neighbors and Correlation-Based Distance Metrics. 342-347 - Khouloud Safi Eljil, Farid Naït-Abdesselam:
Predicting Initial Coin Offering Success Using Machine Learning and Human Capital Analysis. 348-353 - Mohamed Alae-Eddine Eladlani, Larbi Boubchir, Khadidja Benallou:
Temporal-Spectral Analysis for Speaker Identification and Authentication in Emotional Speech. 354-359 - Amine Bechar, Youssef Elmir, Yassine Himeur, Rafik Medjoudj, Abbes Amira:
Enhancing Cancer Detection with Fine-Tuned Large Language Models: A Comparative Study on Low-Rank Adaptation. 360-365 - Jing Zhang, Peiyv Yang, Jie Cui, Lu Wei, Hong Zhong:
Improved PBFT Consensus Based on Reputation System in Vehicle Network. 366-371 - Md. Mosarrof Hossen, Aya Nabil Sayed, Faycal Bensaali, Tamim M. Al-Hasan, Munshi Sajidul Islam, Armstrong Nhlabatsi:
Optimizing Domestic Energy Consumption: A Comprehensive Plug for Enhanced Monitoring and Efficiency. 372-376 - Christos Chronis, Iraklis Varlamis, George Dimitrakopoulos, Faycal Bensaali, Georgios Th. Papadopoulos:
Privacy-Preserving Energy Recommendations Using Federated Learning and Local LLMs on the Edge. 377-382 - Areej Athama, Kezhi Wang, Xiaomin Chen, Yongmin Li:
Semantic Communications for Healthcare Applications: Opportunities and Challenges. 383-388 - Tamim M. Al-Hasan, Xiaojun Zhai, Klaus D. McDonald-Maier, Faycal Bensaali, Alice Cryer:
Evaluating Lightweight GAN- and Adapted CTGAN-Based Data Synthesis for Predictive Maintenance in High-Radiation Environments. 389-394
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