BDCAT C

58 papers

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