Table of Contents

• An Introduction to Federated Learning: Working, Types, Benefits and LimitationsDishita Naik, Nitin Naik. 3-17 [doi]
• The Changing Landscape of Machine Learning: A Comparative Analysis of Centralized Machine Learning, Distributed Machine Learning and Federated Machine LearningDishita Naik, Nitin Naik. 18-28 [doi]
• Arabic Sentiment Analysis with Federated Deep LearningMohammed Al-Refai, Ahmad AlZu'bi, Naba Bani Yaseen, Taymaa Obeidat. 29-38 [doi]
• Towards Reinforcement Learning for Non-stationary EnvironmentsSebastian Gregory Dal Toé, Bernard Tiddeman, Neil Mac Parthaláin. 41-52 [doi]
• Predictive World Models for Social NavigationGoodluck Oguzie, Anikó Ekárt, Luis J. Manso. 53-64 [doi]
• FireNet-Micro: Compact Fire Detection Model with High RecallSimi Issac Marakkaparambil, Reshma Rameshkumar, Manju Punnanilkunnathil Dinesh, Asra Aslam, Mohammad Samar Ansari. 65-78 [doi]
• Reward-Guided Individualised Communication for Deep Reinforcement Learning in Multi-Agent SystemsYi-yu Lin, Xiao-Jun Zeng. 79-94 [doi]
• An Evaluation of Handwriting Digit Recognition Using Multilayer SAM Spiking Neural NetworkMinoru Motoki, Heitaro Hirooka, Youta Murakami, Ryuji Waseda, Terumitsu Nishimuta. 95-102 [doi]
• Exploring the Linguistic Model to Operate on Architectural Façade Illumination DesignYanting Liu, Fangyi Li. 103-113 [doi]
• Towards Accurate Rainfall Volume Prediction: An Initial Approach with Deep Learning, Advanced Feature Selection, Parameter Optimisation, and Ensemble Techniques for Time-Series ForecastingBamikole Olaleye Akinsehinde, Changjing Shang, Qiang Shen 0001. 114-132 [doi]
• Hierarchies of Power: Identifying Expertise in Anonymous Online InteractionsAmal Htait, Lucia Busso, Tim D. Grant. 133-139 [doi]
• Noise Profiling for ANNs: A Bio-inspired ApproachSanjay Dutta, Jay Burk, Roger Santer, Reyer Zwiggelaar, Tossapon Boongoen. 140-153 [doi]
• AI Generated Art: Latent Diffusion-Based Style and DetectionJordan J. Bird, Chloe M. Barnes, Ahmad Lotfi. 157-169 [doi]
• Object Detection in Heritage Archives Using a Human-in-Loop ConceptSurya Kasturi, Alex Shenfield, Chris Roast, Danny Le Page, Alice Broome. 170-181 [doi]
• Semi-supervised Semantic Segmentation with Complementary Reconfirmation MechanismYifan Xiao, Jing Dong, Qiang Zhang 0008, Pengfei Yi, Rui Liu, Xiaopeng Wei. 182-194 [doi]
• Towards the Use of Machine Learning Classifiers for Human Activity Recognition Using Accelerometer and Heart Rate Data from ActiGraphMatthew Oyeleye, Tianhua Chen, Pan Su, Grigoris Antoniou. 195-208 [doi]
• Effect of Financial News Headlines on Crypto Prices Using Sentiment AnalysisAnkit Limone, Mahak Gupta, Nitin Nagar, Shaligram Prajapat. 209-219 [doi]
• Detection of Cyberbullying on Social Media Platforms Using Machine LearningMohammad Usmaan Ali, Raluca Lefticaru. 220-233 [doi]
• Analyzing Supervised Learning Models for Predicting Student Dropout and Success in Higher EducationShraddha Bhurre, Shaligram Prajapat. 234-248 [doi]
• An Exploratory Ukraine Rising Commodities Price Analysis: Towards a Resilient Food SystemHiral Arora, Ambikesh Jayal, Edmond Prakash. 249-258 [doi]
• Available Website Names Classification Using Naïve BayeKanokphon Kane, Khwunta Kirimasthong, Tossapon Boongoen. 259-269 [doi]
• U2FSM: Unsupervised Square Finite State Machine for Gait Events Estimation from Instrumented InsolesLuigi D'Arco, Haiying Wang 0001, Huiru Zheng. 273-285 [doi]
• Graph Attention Based Spatial Temporal Network for EEG Signal RepresentationJames Ronald Msonda, Zhimin He, Chuan Lu. 286-298 [doi]
• Hybridizing Lévy Flights and Cartesian Genetic Programming for Learning Swarm-Based OptimizationJörg Bremer, Sebastian Lehnhoff. 299-310 [doi]
• Strategies to Apply Genetic Programming Directly to the Traveling Salesman ProblemDarren M. Chitty. 311-324 [doi]
• A Method for Load Balancing and Energy Optimization in Cloud Computing Virtual Machine SchedulingKamlesh Chandravanshi, Gaurav Soni, Durgesh Kumar Mishra. 325-335 [doi]
• A Dynamic Hyper Heuristic Approach for Solving the Static Frequency Assignment ProblemKhaled Alrajhi. 336-347 [doi]
• Cyberattack Analysis Utilising Attack Tree with Weighted Mean Probability and Risk of AttackNitin Naik, Paul Jenkins, Paul Grace, Shaligram Prajapat, Dishita Naik, Jingping Song, Jian Xu, Ricardo M. Czekster. 351-363 [doi]
• Analysing Cyberattacks Using Attack Tree and Fuzzy RulesNitin Naik, Paul Jenkins, Paul Grace, Dishita Naik, Shaligram Prajapat, Jingping Song, Jian Xu, Ricardo M. Czekster. 364-378 [doi]
• Malware Prediction Using Tabular Deep Learning ModelsAhmad AlZu'bi, Abdelrahman Abuarqoub, Mohammad Abdullah, Rami Abu Agolah, Moayyad Al Ajlouni. 379-389 [doi]
• An Intrusion Detection System Using the XGBoost Algorithm for SDVNAdi El-Dalahmeh, Jie Li, Ghaith El-Dalahmeh, Mohammad Abdur Razzaque, Yao Tan, Victor Chang 0001. 390-402 [doi]
• Privacy and Security Landscape of MetaverseVibhushinie Bentotahewa, Shadan Khattak, Chaminda Hewage, Sandeep Singh Sengar, Paul Jenkins. 403-417 [doi]
• Machine Learning Based XSS Attacks Detection MethodKorrawit Santithanmanan, Khwunta Kirimasthong, Tossapon Boongoen. 418-429 [doi]
• Pre-image Calculation for Random Fourier Feature Kernel MachinesBernard Tiddeman, Will Robinson. 433-444 [doi]
• Impact Characterization on Reinforced Aerospace Structures via Machine LearningF. Dipietrangelo, F. Nicassio, G. Scarselli. 445-458 [doi]
• Image-Based Transient Detection Algorithm for Gravitational-Wave Optical Transient Observer (GOTO) Sky SurveyTerry Cortez, Tossapon Boongoen, Natthakan Iam-on, Khwunta Kirimasthong, James Mullaney. 459-470 [doi]
• Investigation of Efficient Approaches and Applications for Image Classification Through Deep LearningShruti Khandelwal, Shaligram Prajapat. 471-487 [doi]
• Deep Learning Based Lightweight Model for Brain Tumor Classification and SegmentationIfrah Andleeb, B. Zahid Hussain, Salik Ansari, Mohammad Samar Ansari, Nadia Kanwal, Asra Aslam. 491-503 [doi]
• Clinical Outcome Prediction Pipeline for Ischemic Stroke Patients Using Radiomics Features and Machine LearningMeryem Sahin Erdogan, Esra Sümer, Federico Villagra, Esin Öztürk-Isik, Otar Akanyeti, Hale Saybasili. 504-515 [doi]
• Binary Classification of Medical Images by Symbolic RegressionEzekiel Allison. 516-527 [doi]
• Tumour Detection and Segmentation in MRI Scans of the Gut AreaOlatunji Azeez, Raluca Lefticaru. 528-541 [doi]
• Artificial Intelligence (AI) Applications in ChemistryIshita Naik, Dishita Naik, Nitin Naik. 545-557 [doi]
• Demystifying the Working, Types, Benefits and Limitations of ChatbotsIshita Naik, Dishita Naik, Nitin Naik. 558-566 [doi]
• A Comparative Analysis of GPT-3 and BERT Models for Text-based Emotion Recognition: Performance, Efficiency, and RobustnessEnguerrand Boitel, Alaa Mohasseb, Ella Haig. 567-579 [doi]
• A Human-friendly Verbal Communication Platform for Multi-Robot Systems: Design and PrinciplesChristopher Carr, Peng Wang, Shengling Wang. 580-594 [doi]
• Exploring Community Detection Algorithms and Their Applications in Social NetworksMukesh Sakle, Shaligram Prajapat. 595-611 [doi]
• Probability Approximation Based Link Prediction Method for Online Social NetworkPraveen Kumar Bhanodia, Aditya Khamparia, Shaligram Prajapat, Babita Pandey, Kamal Kumar Sethi. 612-624 [doi]
• Predicting the Popularity of YouTube Videos: A Data-Driven ApproachAlaa Aljamea, Xiao-Jun Zeng. 625-639 [doi]
• Analyzing and Comparing Clustering Algorithms for Student Academic DataShraddha Bhurre, Sunny Raikwar, Shaligram Prajapat, Deepika Pathak. 640-651 [doi]
• Investigation of Decision Support System for Indian Penal Code Section Using Similarity Algorithm and Fuzzy LogicAmbrish Srivastav, Shaligram Prajapat. 652-667 [doi]