Table of Contents

• An Accurate Salary Estimation Scheme by Using BigData TechniqueYuanli Zhu, Pushpandu Kar. 1-3 [doi]
• Flamingo Diet and Health Detection Based on Colour ClassificationSaid Halwani, Hagar Elbatanouny, Ayad Turky, Wasiq Khan, Hissam Tawfik, Abir Hussain. 4-8 [doi]
• DynaCEP a framework for Dynamic Event Streaming in IoTVincenza Carchiolo, Michele Malgeri, Giulio Samperi, Salvatore Sorbello. 9-11 [doi]
• Urban Computing for Disease Prediction: Asthma CaseHamdi Aloulou, Bessam Abdulrazak, Mounir Mokhtari. 12-17 [doi]
• Reinforcement Learning-based Optimization of EBike Charging infrastructureMuddsair Sharif, Huseyin Seker. 18-25 [doi]
• Deep Learning Models in Simulating and Analyzing Smart Grid Stability and ResilienceJeffrey Rezazadah, Rasha Kashef 0001. 26-35 [doi]
• MLM: Using ML to Handle Missing Values in Residential Segregation and Mortality Rates for Association AnalysisRui Gong, Jinwei Liu. 36-41 [doi]
• A 1DCNN_Filter to Optimize a Distributed Somatic Variant Calling based on SparkEya Abidi, Zayneb Trabelsi Ayoub, Sofiane Ouni. 42-49 [doi]
• Interpretable Deep Learning for Alzheimer's Disease Through Genetic Data and Explainable Artificial IntelligenceRouaa Alzoubi, Ayad Turky, Abir Hussain, Sebti Foufou. 50-59 [doi]
• Advancing Security of Mobile and IOT Devices with AI Threat Detection StrategiesAli Shikai. 60-66 [doi]
• Towards Explainable Network Intrusion Detection using Large Language ModelsPaul R. B. Houssel, Priyanka Singh, Siamak Layeghy, Marius Portmann. 67-72 [doi]
• GraphAush: Combining Adversarial Learning and Graph Embedding for a Novel Shilling Attack Model Towards Robust Recommender SystemsClayton Barnett, Rasha Kashef 0001. 73-79 [doi]
• Predicting ICU Admissions using Interpretable Machine LearningHagar Elbatanouny, Hissam Tawfik, Tarek Khater, Ayad Turky, Abir Hussain. 80-84 [doi]
• AI-Driven Innovations for Secure and Efficient Medical ConsultationsMoatsum Alawida, Ahmad Nasser Aljaghbeir, Khaled Raed Albaz, Heba Nabil El Zaher, Moutasim Billah El Ayoubi. 85-90 [doi]
• A Signature and NLP-based Network Traffic Detection Model For SQL Injections for Enhancing Web SecurityAbdulla Bachir, Ahmad Alali, Amro Abed, Hamad Al-Jaberi, Laith Dalloul, Mueen Uddin. 91-96 [doi]
• Enhanced Pediatric Pneumonia Diagnosis with Chest X-Ray using Deep Attention MechanismMuhammad Zaman, Tahseen Fatima, Sana Hameed, Shahzeb Haider, Adnan Akhunzada, Muhammad Azeem. 97-103 [doi]
• Age-Friendly Trip Planning Using Ant Colony OptimizationSahar Tahir, Iulia Elena Teodorescu, Konstantinos Tantoulas, Bessam Abdulrazak, Alexandros Tzanetos. 104-106 [doi]
• PlayField: An Adaptable Framework for Integrative Sports Data AnalysisFilipe Pinto, Bruno Lima. 107-112 [doi]
• An Explanation Technique For Yield Prediction in Smart FarmingSandya De Alwis, Bahadorreza Ofoghi, Yishuo Zhang. 113-118 [doi]
• Attribute-Based Semantic Type Detection and Data Quality AssessmentMarcelo Valentim Silva, Hannes Herrmann, Valerie Maxville. 119-124 [doi]
• Continuous Alignment of Business and IT Enterprise Architecture Modeling through Blockchain and Anomaly DetectionAli Riahi, Mostafa Elguindy, Tahani H. Abu Musa, Abdelhak Belhi, Abdelaziz Bouras. 125-130 [doi]
• A Cloud-Agnostic Serverless Architecture for Distributed Machine LearningIonut Predoaia, Pedro García López. 131-140 [doi]
• Global Feature Attribution Map based on Optical Flow for Super Resolution Neural NetworksXiaochen Liu, Alexander W. Jacob, Wei Song 0007, Antonio Liotta. 141-148 [doi]
• Proof of Clustering: an efficient and reliable blockchain-based clustering frameworkYamina Khenfouci, Yacine Challal. 149-158 [doi]
• Extracting Health Evidence Information from Biomedical Literature using Large Language ModelsMuhammad Ammar Shahid, Muhammad Afzal, Huseyin Seker. 159-164 [doi]
• An Efficient Iris Recognition Technique through Minimal Preprocessing and Custom CNNSaid Emirhan Döke, Mahmut Nedim Alpdemir, Mehmet Sezgin. 165-168 [doi]
• Rapid Evaluation of Cost and Whole Life Carbon of Buildings Using Artificial IntelligenceAmin Al-Habaibeh, Emmanuel Manu, Bubaker Shakmak, Janani Selvam, Tsai-Hsuan Lin, Timothy Clement. 169-177 [doi]
• SWIN and Vision Transformer-Driven Crack Detection in the Al Qattara Oasis, UAE: Towards Sustainable Infrastructure ManagementLuqman Ali, Medha Mohan Ambali Parambil, Muhammed Swavaf, Fady Alnajjar, Hamad Aljassmi, Adriaan De Man. 178-183 [doi]
• Unusual Invoice Detection Using a Permutation Based Genetic AlgorithmFatmah Khalfan Alantali, Corrado Mio, Siddhartha Shakya, Alia Abdulaziz Ali Abdulla Aljasmi, Huda Saleh Mohammed Goian, Ahoud Saif. 184-189 [doi]
• Machine Learning-Based Big Data Analytics in Smart Cities: A Survey of Current Trends and Future Research DirectionsMariam Hassan AlThabahi, Mian Ahmad Jan, Bouziane Brik, Sebti Foufou. 190-197 [doi]
• Enhanced Source Camera Identification Using Dual Pathway Processing and Spatial Attention ModuleAbderraouf Zaimen, Adel Oulefki, Fouad Khelifi, Tamer Rabie, Ahmed Bouridane. 198-203 [doi]
• NeuraSearchLib: A Modular and Extensible Library for Neural Architecture Search with Configurable Search SpacesKaouthar Essaheli, Selsabil Roubi, Halima Bouzidi, Hamza Ouarnoughi, Smaïl Niar. 204-208 [doi]
• Temporal Dynamics and Anomaly Detection in Transactional NetworksEthan Wei, Tommy Dang. 209-217 [doi]
• Magellan: Enabling Effective Search Over Voluminous, High-dimensional Scientific DatasetsFederico Larrieu, Tyson O'Leary, Sangmi Lee Pallickara, Shrideep Pallickara. 218-227 [doi]
• Efficient Node Reduction Heuristic for GNN-Based Traffic Speed ForecastingYuto Inokuchi, Pedro Henrique González 0001, Masayoshi Aritsugi, Israel Mendonça. 228-236 [doi]
• A Parallel Processing Approach for Video Data Filtering Using NLP and Object DetectionArshdeep Kaur, Shikharesh Majumdar. 237-247 [doi]
• Scrybe: Enabling Programmatic Interfaces for Explorations Over Voluminous Spatiotemporal Data CollectionsKassidy Barram, Sangmi Lee Pallickara, Shrideep Pallickara. 248-257 [doi]
• Exploring the Knowledge Mismatch Hypothesis: Hallucination Propensity in Small Models Fine-tuned on Data from Larger ModelsPhil Wee, Riyadh Baghdadi. 258-263 [doi]
• Plant Diseases Recognition Using Machine Learning AlgorithmsS. Alketbi, T. Bonny. 264-269 [doi]
• Towards User-Centered Design for Motor Imagery Brain-Computer Interface: From MI-BCI Illiteracy to MI-BCI UnfamiliarityZaid Shuqfa, Abderrahmane Lakas. 270-275 [doi]
• Integrating Multiscale Mapper Features with Machine Learning Techniques to Improve Breast Cancer Classification AccuracyRabelani Netshifhire, Maria Vivien Visaya. 276-281 [doi]
• Sentiment Analysis of Movie Reviews Using Apache Spark MLlib: A Big Data ApproachSaif Ahmed Al Hosani, Abdelaziz Mohamed Hassooni, Mohamad Majid Al Jarwan, Osman Abul. 282-289 [doi]
• A Novel Transfer Learning Approach for Detecting Partial Shading in Photovoltaic SystemsAli Teta, Maissa Medkour, Ahmed Chennana, Ammar Chouchane, Yassine Himeur, Shadi Atalla, Wathiq Mansoor, El Ouanas Belabbaci. 290-295 [doi]
• Enhanced Intrusion Detection in Cloud Security by Optimizing Classification AlgorithmsMohammad Ziad Mizher, Ali Bou Nassif. 296-303 [doi]
• Optimizing Wireless Sensor Network Topology with Deep Reinforcement Learning for Multi-Source/Destination ScenariosKosei Kobayashi, Masayoshi Aritsugi, Pedro Henrique González Silva, Israel Mendonça. 304-313 [doi]
• Analysis of lightweight CNN-Based Intrusion Detection Models in IoTMuraam Abdel-Ghani, Jezia Zakraoui, Abdelhak Belhi, Abdulaziz Al-Ali, Sandy Rahme, Abdelaziz Bouras. 314-323 [doi]
• Malware Family Classification with Explainable BERT (xBERT) Using API CallsRuba Kharsa, Fatih Kurugollu, Ashiq Anjum, Abbes Amira, Ahmed Bouridane. 324-333 [doi]
• Detecting and Mitigating Adversarial Perturbations to Improve E-Commerce SecurityUsman Tariq, Fehmi Jaafar, Yasir Malik. 334-341 [doi]
• Enhancing Solar Energy Production Prediction Using Weighted k-Nearest Neighbors and Correlation-Based Distance MetricsSameer Al-Dahidi, Bilal Rinchi, Mohammad Alrbai, Osama Ayadi. 342-347 [doi]
• Predicting Initial Coin Offering Success Using Machine Learning and Human Capital AnalysisKhouloud Safi Eljil, Farid Naït-Abdesselam. 348-353 [doi]
• Temporal-Spectral Analysis for Speaker Identification and Authentication in Emotional SpeechMohamed Alae-Eddine Eladlani, Larbi Boubchir, Khadidja Benallou. 354-359 [doi]
• Enhancing Cancer Detection with Fine-Tuned Large Language Models: A Comparative Study on Low-Rank AdaptationAmine Bechar, Youssef Elmir, Yassine Himeur, Rafik Medjoudj, Abbes Amira. 360-365 [doi]
• Improved PBFT Consensus Based on Reputation System in Vehicle NetworkJing Zhang, Peiyv Yang, Jie Cui, Lu Wei, Hong Zhong 0001. 366-371 [doi]
• Optimizing Domestic Energy Consumption: A Comprehensive Plug for Enhanced Monitoring and EfficiencyMd Mosarrof Hossen, Aya Nabil Sayed, Faycal Bensaali, Tamim M. Al-Hasan, Munshi Sajidul Islam, Armstrong Nhlabatsi. 372-376 [doi]
• Privacy-Preserving Energy Recommendations Using Federated Learning and Local LLMs on the EdgeChristos Chronis, Iraklis Varlamis, George Dimitrakopoulos 0001, Faycal Bensaali, Georgios Th. Papadopoulos. 377-382 [doi]
• Semantic Communications for Healthcare Applications: Opportunities and ChallengesAreej Athama, Kezhi Wang, Xiaomin Chen, Yongmin Li 0001. 383-388 [doi]
• Evaluating Lightweight GAN- and Adapted CTGAN-Based Data Synthesis for Predictive Maintenance in High-Radiation EnvironmentsTamim M. Al-Hasan, Xiaojun Zhai, Klaus D. McDonald-Maier, Faycal Bensaali, Alice Cryer. 389-394 [doi]