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2024

Advances in Computational Intelligence Systems - Contributions Presented at the 22nd UK Workshop on Computational Intelligence (UKCI 2023), September 6-8, 2023, Birmingham, UKNitin Naik, Paul Jenkins, Paul Grace, Longzhi Yang, Shaligram Prajapat, editors, Volume 1453 of Advances in Intelligent Systems and Computing, Springer, 2024. [doi]

2023

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. ukci 2024: 114-132 [doi]

Arabic Sentiment Analysis with Federated Deep LearningMohammed Al-Refai, Ahmad AlZu'bi, Naba Bani Yaseen, Taymaa Obeidat. ukci 2024: 29-38 [doi]

Detection of Cyberbullying on Social Media Platforms Using Machine LearningMohammad Usmaan Ali, Raluca Lefticaru. ukci 2024: 220-233 [doi]

Predicting the Popularity of YouTube Videos: A Data-Driven ApproachAlaa Aljamea, Xiao-Jun Zeng. ukci 2024: 625-639 [doi]

Binary Classification of Medical Images by Symbolic RegressionEzekiel Allison. ukci 2024: 516-527 [doi]

A Dynamic Hyper Heuristic Approach for Solving the Static Frequency Assignment ProblemKhaled Alrajhi. ukci 2024: 336-347 [doi]

Malware Prediction Using Tabular Deep Learning ModelsAhmad AlZu'bi, Abdelrahman Abuarqoub, Mohammad Abdullah, Rami Abu Agolah, Moayyad Al Ajlouni. ukci 2024: 379-389 [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. ukci 2024: 491-503 [doi]

An Exploratory Ukraine Rising Commodities Price Analysis: Towards a Resilient Food SystemHiral Arora, Ambikesh Jayal, Edmond Prakash. ukci 2024: 249-258 [doi]

Tumour Detection and Segmentation in MRI Scans of the Gut AreaOlatunji Azeez, Raluca Lefticaru. ukci 2024: 528-541 [doi]

Privacy and Security Landscape of MetaverseVibhushinie Bentotahewa, Shadan Khattak, Chaminda Hewage, Sandeep Singh Sengar, Paul Jenkins. ukci 2024: 403-417 [doi]

Probability Approximation Based Link Prediction Method for Online Social NetworkPraveen Kumar Bhanodia, Aditya Khamparia, Shaligram Prajapat, Babita Pandey, Kamal Kumar Sethi. ukci 2024: 612-624 [doi]

Analyzing Supervised Learning Models for Predicting Student Dropout and Success in Higher EducationShraddha Bhurre, Shaligram Prajapat. ukci 2024: 234-248 [doi]

Analyzing and Comparing Clustering Algorithms for Student Academic DataShraddha Bhurre, Sunny Raikwar, Shaligram Prajapat, Deepika Pathak. ukci 2024: 640-651 [doi]

AI Generated Art: Latent Diffusion-Based Style and DetectionJordan J. Bird, Chloe M. Barnes, Ahmad Lotfi. ukci 2024: 157-169 [doi]

A Comparative Analysis of GPT-3 and BERT Models for Text-based Emotion Recognition: Performance, Efficiency, and RobustnessEnguerrand Boitel, Alaa Mohasseb, Ella Haig. ukci 2024: 567-579 [doi]

Hybridizing Lévy Flights and Cartesian Genetic Programming for Learning Swarm-Based OptimizationJörg Bremer, Sebastian Lehnhoff. ukci 2024: 299-310 [doi]

A Human-friendly Verbal Communication Platform for Multi-Robot Systems: Design and PrinciplesChristopher Carr, Peng Wang, Shengling Wang. ukci 2024: 580-594 [doi]

A Method for Load Balancing and Energy Optimization in Cloud Computing Virtual Machine SchedulingKamlesh Chandravanshi, Gaurav Soni, Durgesh Kumar Mishra. ukci 2024: 325-335 [doi]

Strategies to Apply Genetic Programming Directly to the Traveling Salesman ProblemDarren M. Chitty. ukci 2024: 311-324 [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. ukci 2024: 459-470 [doi]

U2FSM: Unsupervised Square Finite State Machine for Gait Events Estimation from Instrumented InsolesLuigi D'Arco, Haiying Wang 0001, Huiru Zheng. ukci 2024: 273-285 [doi]

Impact Characterization on Reinforced Aerospace Structures via Machine LearningF. Dipietrangelo, F. Nicassio, G. Scarselli. ukci 2024: 445-458 [doi]

Noise Profiling for ANNs: A Bio-inspired ApproachSanjay Dutta, Jay Burk, Roger Santer, Reyer Zwiggelaar, Tossapon Boongoen. ukci 2024: 140-153 [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. ukci 2024: 390-402 [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. ukci 2024: 504-515 [doi]

Hierarchies of Power: Identifying Expertise in Anonymous Online InteractionsAmal Htait, Lucia Busso, Tim D. Grant. ukci 2024: 133-139 [doi]

Available Website Names Classification Using Naïve BayeKanokphon Kane, Khwunta Kirimasthong, Tossapon Boongoen. ukci 2024: 259-269 [doi]

Object Detection in Heritage Archives Using a Human-in-Loop ConceptSurya Kasturi, Alex Shenfield, Chris Roast, Danny Le Page, Alice Broome. ukci 2024: 170-181 [doi]

Investigation of Efficient Approaches and Applications for Image Classification Through Deep LearningShruti Khandelwal, Shaligram Prajapat. ukci 2024: 471-487 [doi]

Effect of Financial News Headlines on Crypto Prices Using Sentiment AnalysisAnkit Limone, Mahak Gupta, Nitin Nagar, Shaligram Prajapat. ukci 2024: 209-219 [doi]

Reward-Guided Individualised Communication for Deep Reinforcement Learning in Multi-Agent SystemsYi-yu Lin, Xiao-Jun Zeng. ukci 2024: 79-94 [doi]

Exploring the Linguistic Model to Operate on Architectural Façade Illumination DesignYanting Liu, Fangyi Li. ukci 2024: 103-113 [doi]

FireNet-Micro: Compact Fire Detection Model with High RecallSimi Issac Marakkaparambil, Reshma Rameshkumar, Manju Punnanilkunnathil Dinesh, Asra Aslam, Mohammad Samar Ansari. ukci 2024: 65-78 [doi]

An Evaluation of Handwriting Digit Recognition Using Multilayer SAM Spiking Neural NetworkMinoru Motoki, Heitaro Hirooka, Youta Murakami, Ryuji Waseda, Terumitsu Nishimuta. ukci 2024: 95-102 [doi]

Graph Attention Based Spatial Temporal Network for EEG Signal RepresentationJames Ronald Msonda, Zhimin He, Chuan Lu. ukci 2024: 286-298 [doi]

Demystifying the Working, Types, Benefits and Limitations of ChatbotsIshita Naik, Dishita Naik, Nitin Naik. ukci 2024: 558-566 [doi]

Artificial Intelligence (AI) Applications in ChemistryIshita Naik, Dishita Naik, Nitin Naik. ukci 2024: 545-557 [doi]

The Changing Landscape of Machine Learning: A Comparative Analysis of Centralized Machine Learning, Distributed Machine Learning and Federated Machine LearningDishita Naik, Nitin Naik. ukci 2024: 18-28 [doi]

An Introduction to Federated Learning: Working, Types, Benefits and LimitationsDishita Naik, Nitin Naik. ukci 2024: 3-17 [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. ukci 2024: 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. ukci 2024: 364-378 [doi]

Predictive World Models for Social NavigationGoodluck Oguzie, Anikó Ekárt, Luis J. Manso. ukci 2024: 53-64 [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. ukci 2024: 195-208 [doi]

Exploring Community Detection Algorithms and Their Applications in Social NetworksMukesh Sakle, Shaligram Prajapat. ukci 2024: 595-611 [doi]

Machine Learning Based XSS Attacks Detection MethodKorrawit Santithanmanan, Khwunta Kirimasthong, Tossapon Boongoen. ukci 2024: 418-429 [doi]

Investigation of Decision Support System for Indian Penal Code Section Using Similarity Algorithm and Fuzzy LogicAmbrish Srivastav, Shaligram Prajapat. ukci 2024: 652-667 [doi]

Pre-image Calculation for Random Fourier Feature Kernel MachinesBernard Tiddeman, Will Robinson. ukci 2024: 433-444 [doi]

Towards Reinforcement Learning for Non-stationary EnvironmentsSebastian Gregory Dal Toé, Bernard Tiddeman, Neil Mac Parthaláin. ukci 2024: 41-52 [doi]

Semi-supervised Semantic Segmentation with Complementary Reconfirmation MechanismYifan Xiao, Jing Dong, Qiang Zhang 0008, Pengfei Yi, Rui Liu, Xiaopeng Wei. ukci 2024: 182-194 [doi]

2022

Advances in Computational Intelligence Systems - Contributions Presented at the 20th UK Workshop on Computational Intelligence, September 8-10, 2021, Aberystwyth, Wales, UKThomas Jansen 0001, Richard Jensen, Neil Mac Parthaláin, Chih-Min Lin, editors, Volume 1409 of Advances in Intelligent Systems and Computing, Springer, 2022. [doi]

2021

Stochasticity Improves Evolvability in Artificial Gene Regulatory NetworksAlexander Turner 0002, Katharina C. Wollenberg Valero. ukci 2022: 83-94 [doi]

Comparative Analysis of K-Means and Traversal Optimisation AlgorithmsDavid Ada Adama, Timilehin Yinka Olatunji, Salisu Wada Yahaya, Ahmad Lotfi. ukci 2022: 300-311 [doi]

Decentralised and Privacy Preserving Machine Learning for Multiple Distributed Data ResourcesMona Alkhozae, Xiaojun Zeng. ukci 2022: 235-250 [doi]

Emojional: Emoji EmbeddingsElena Barry, Shoaib Jameel, Haider Raza. ukci 2022: 312-324 [doi]

Faster RCNN Hyperparameter Selection for Breast Lesion Detection in 2D Ultrasound ImagesAnu Bose, Tuan Nguyen, Hongbo Du, Alaa AlZoubi. ukci 2022: 179-190 [doi]

Towards Autonomous Health Monitoring of Rails Using a FEA-ANN Based ApproachLuke Brown, Shukri M. Afazov, Daniele Scrimieri. ukci 2022: 569-576 [doi]

Towards Fuzzy Context-Aware Automatic Gait Assessments in Free-Living EnvironmentsMegan Taylor Bunker, Arshad Sher, Vera Akpokodje, Federico Villagra, Neil Mac Parthaláin, Otar Akanyeti. ukci 2022: 463-474 [doi]

Design and Implementation of Bionic Flying Fish with ApplicationsHaifeng Cai, Mei Liu, Dan Su. ukci 2022: 227-232 [doi]

Creating a Hierarchical Fuzzy System to Assess Physical Activity Levels from Fitbit DataF. A. Chaudhry, J. M. Garibaldi, N. Qureshi. ukci 2022: 337-343 [doi]

Rough-Fuzzy Rule Interpolation for Data-Driven Decision MakingChengyuan Chen, Qiang Shen 0001. ukci 2022: 27-37 [doi]

Fast and Accurate 3D Reconstruction of Plants Using MVSNet and Multi-View ImagesZhen Chen, Hui Lv, Lu Lou, John H. Doonan. ukci 2022: 390-399 [doi]

ACO Inspired GA Mutation Applied to the TSPDarren M. Chitty. ukci 2022: 95-107 [doi]

Q-Routing Using Multiple QoS Metrics in SDNDouglas Harewood-Gill, Trevor Martin, Reza Nejabati. ukci 2022: 325-336 [doi]

Towards a Framework for Interpretation of CNN Results with ANFISMuhammad Ismail, Changjing Shang, Qiang Shen 0001. ukci 2022: 153-166 [doi]

Proposing a Three-Stage Model to Quantify Bradykinesia on a Symptom Severity Level Using Deep LearningR. Jaber, Rami Qahwaji, Amr Abdullatif, J. Buckley, Raed Abd-Alhameed. ukci 2022: 428-438 [doi]

Rule Base Structure and Influence of Existing Rules: An Initial InvestigationChanghong Jiang, Changjing Shang, Qiang Shen 0001. ukci 2022: 264-276 [doi]

A Model-Based Reliability Analysis Method Using Bayesian NetworkSohag Kabir, Felician Campean. ukci 2022: 483-495 [doi]

Driver Behaviour Clustering Using Discrete PDFs and Modified Markov AlgorithmKirill Kartashev, Aleksandr Doikin, Felician Campean, Alexey Uglanov, Amr Abdullatif, Qichun Zhang, Emanuele Angiolini. ukci 2022: 557-568 [doi]

Defect Prediction on Production LineSouhaiel Khalfaoui, Eric Manouvrier, Alexandre Briot, David Delaux, Stéphane Butel, Jesutofunmi Ibrahim, Tatenda Kanyere, Bola Orimogunje, Amr Abdullatif, Daniel Neagu. ukci 2022: 532-544 [doi]

An Improved SLAM Based on the Fusion of Lidar and Monocular VisionYitian Li, Ren Zhang, Qihuan Li, Lu Lou. ukci 2022: 400-405 [doi]

Fast Lane Detection Based on Improved Enet for Driverless CarsBoyi Li, Yi Zhao, Lu Lou. ukci 2022: 379-389 [doi]

Image Fusion for Remote Sizing of Hot High Quality Steel SectionsY. Lin, P. Wang, Ree Muroiwa, Simon Pike, Lyudmila Mihaylova. ukci 2022: 357-368 [doi]

Segmentation and Counting of Plant Organs Using Deep Learning and Multi-view ImagesHui Lv, Zhen Chen, Yuhang Mo, Lu Lou, Ran Song, John H. Doonan. ukci 2022: 406-411 [doi]

Asymmetric Convolution View Adaptation Networks for Skeleton-Based Human Action RecognitionTianyu Ma, Jiahui Yu, Hongwei Gao, Zhaojie Ju. ukci 2022: 191-199 [doi]

Q-Routing with Multiple Soft RequirementsTrevor Martin, Douglas Harewood-Gill, Reza Nejabati. ukci 2022: 61-67 [doi]

Dealing with Uncertainty in Anomalous Audio Event Detection Using Fuzzy ModelingZied Mnasri, Stefano Rovetta, Francesco Masulli, Alberto Cabri. ukci 2022: 496-507 [doi]

Using AI Approaches for Predicting Tomato Growth in Hydroponic SystemsGadelhag Mohmed, Steven Grundy, Ahmad Lotfi, Chungui Lu. ukci 2022: 277-287 [doi]

An Evolving Feature Weighting Framework for Granular Fuzzy Logic ModelsMuhammad Zaiyad Muda, George Panoutsos. ukci 2022: 3-14 [doi]

Cloud-Agnostic and Lightweight Big Data Processing Platform in Multiple Clouds Using Docker Swarm and TerraformNitin Naik. ukci 2022: 519-531 [doi]

Fuzzy Intelligent System for Improving High Availability of a Docker-Based Hybrid Cloud InfrastructureNitin Naik. ukci 2022: 38-50 [doi]

Centralised and Decentralised Control of Video Game AgentsSam G. Robinson, Chloe M. Barnes, Peter R. Lewis. ukci 2022: 108-120 [doi]

Developing Prediction Models for Large for Gestational Age Infants Using Ethnically Diverse DataSumaia Sabouni, Rami Qahwaji, Krzysztof Poterlowicz, Anne M. Graham. ukci 2022: 439-449 [doi]

Markov Decision Processes with Contextual Nodes as a Method of Assessing Attacking Player Performance in Rugby LeagueThomas Sawczuk, Anna Palczewska, Ben Jones. ukci 2022: 251-263 [doi]

Avoiding Excess Computation in Asynchronous Evolutionary AlgorithmsEric O. Scott, Mark Coletti, Catherine D. Schuman, Bill Kay, Shruti R. Kulkarni, Maryam Parsa, Kenneth A. De Jong. ukci 2022: 71-82 [doi]

Driver Behaviour Modelling: Travel Prediction Using Probability Density FunctionAlexey Uglanov, Kirill Kartashev, Felician Campean, Aleksandr Doikin, Amr Abdullatif, Emanuele Angiolini, Chunxing Lin, Qichun Zhang. ukci 2022: 545-556 [doi]

A Framework to Handle Uncertainties of Machine Learning Models in Compliance with ISO 26262Vinod Vasudevan, Amr Abdullatif, Sohag Kabir, Felician Campean. ukci 2022: 508-518 [doi]

M-tensor EquationHuanmei Wu, Shuqiao Wang, Xiujuan Du, Mei Liu. ukci 2022: 131-143 [doi]

Detecting and Tracking the Moving Vehicles Based on Deep LearningJia Yan, Zhengxia Wang, Yitian Li, Zhen Chen, Xiaoyun Chen, Lu Lou. ukci 2022: 369-378 [doi]

Ankle Variable Impedance Control for Humanoid Robot Upright Balance ControlKaiyang Yin, Yaxu Xue, Yifei Wang, Longzhi Yang. ukci 2022: 203-214 [doi]

Syntactic Dependency Constraint Based Graph Convolutional Network for Aspect Level Sentiment ClassificationJinpeng You, Dazhen Lin, Donglin Cao, Fei Chao. ukci 2022: 167-178 [doi]

An Enhancement of the NSGA-II Reliability Optimization Using Extended Kalman Filter Based InitializationSavas Yuce, Ke Li. ukci 2022: 121-128 [doi]

Fuzzy Multi-Criteria Decision-Making: Example of an Explainable Classification FrameworkHesham Yusuf, Kai Yang, George Panoutsos. ukci 2022: 15-26 [doi]

Estimation of Event-Related Potentials from Single-Trial EEGSiyuan Zang, Changle Zhou, Fei Chao 0001. ukci 2022: 415-427 [doi]

Robust Control for Autonomous Surveillance with Unmanned Aerial ManipulatorWeiwei Zhan, Yanjie Chen, Yaonan Wang, Fei Chao 0001, Qiang Shen 0001. ukci 2022: 215-226 [doi]

An Approach to Implementing Convolutional Neural Network Based on Low Density FPGAHanzhong Zhang, Qihuan Li, Xin Bai, Zhengxia Wang, Lu Lou. ukci 2022: 144-152 [doi]

Improved SLAM Method Based on Dynamic Objects Detecting with the Fusion of Vision and LidarRen Zhang, Yitian Li, Lu Lou. ukci 2022: 347-356 [doi]

A Study of Neuro-Weighted Nearest-Neighbour ClassificationQianyi Zhang, Guanli Yue, Yanpeng Qu, Ansheng Deng. ukci 2022: 51-60 [doi]

ASD Children Adaption Behaviour Assessment via Hand Movement Properties: A RoadMapDinghuang Zhang, Carrie M. Toptan, Shuwen Zhao, Gongyue Zhang, Honghai Liu 0001. ukci 2022: 475-480 [doi]

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