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20th UKCI 2021: Aberystwyth, Wales, UK
- Thomas Jansen, Richard Jensen, Neil Mac Parthaláin, Chih-Min Lin:
Advances in Computational Intelligence Systems - Contributions Presented at the 20th UK Workshop on Computational Intelligence, September 8-10, 2021, Aberystwyth, Wales, UK. Advances in Intelligent Systems and Computing 1409, Springer 2022, ISBN 978-3-030-87093-5
Fuzzy Systems
- Muhammad Zaiyad Muda, George Panoutsos:
An Evolving Feature Weighting Framework for Granular Fuzzy Logic Models. 3-14 - Hesham Yusuf, Kai Yang, George Panoutsos:
Fuzzy Multi-Criteria Decision-Making: Example of an Explainable Classification Framework. 15-26 - Chengyuan Chen, Qiang Shen:
Rough-Fuzzy Rule Interpolation for Data-Driven Decision Making. 27-37 - Nitin Naik:
Fuzzy Intelligent System for Improving High Availability of a Docker-Based Hybrid Cloud Infrastructure. 38-50 - Qianyi Zhang, Guanli Yue, Yanpeng Qu, Ansheng Deng:
A Study of Neuro-Weighted Nearest-Neighbour Classification. 51-60 - Trevor Martin, Douglas Harewood-Gill
, Reza Nejabati:
Q-Routing with Multiple Soft Requirements. 61-67
Evolutionary Algorithms
- Eric O. Scott, Mark Coletti, Catherine D. Schuman
Avoiding Excess Computation in Asynchronous Evolutionary Algorithms. 71-82 - Alexander Turner, Katharina C. Wollenberg Valero:
Stochasticity Improves Evolvability in Artificial Gene Regulatory Networks. 83-94 - Darren M. Chitty:
ACO Inspired GA Mutation Applied to the TSP. 95-107 - Sam G. Robinson, Chloe M. Barnes
Centralised and Decentralised Control of Video Game Agents. 108-120 - Savas Yuce
An Enhancement of the NSGA-II Reliability Optimization Using Extended Kalman Filter Based Initialization. 121-128
Neural Networks/Deep Learning
- Huanmei Wu, Shuqiao Wang, Xiujuan Du, Mei Liu:
Discrete-Time Recurrent Neural Network for Solving Multi-linear M-tensor Equation. 131-143 - Hanzhong Zhang, Qihuan Li, Xin Bai, Zhengxia Wang, Lu Lou:
An Approach to Implementing Convolutional Neural Network Based on Low Density FPGA. 144-152 - Muhammad Ismail
Towards a Framework for Interpretation of CNN Results with ANFIS. 153-166 - Jinpeng You, Dazhen Lin, Donglin Cao, Fei Chao:
Syntactic Dependency Constraint Based Graph Convolutional Network for Aspect Level Sentiment Classification. 167-178 - Anu Bose, Tuan Nguyen
Faster RCNN Hyperparameter Selection for Breast Lesion Detection in 2D Ultrasound Images. 179-190 - Tianyu Ma, Jiahui Yu, Hongwei Gao, Zhaojie Ju:
Asymmetric Convolution View Adaptation Networks for Skeleton-Based Human Action Recognition. 191-199
Intelligent Robotics
- Kaiyang Yin, Yaxu Xue, Yifei Wang, Longzhi Yang:
Ankle Variable Impedance Control for Humanoid Robot Upright Balance Control. 203-214 - Weiwei Zhan, Yanjie Chen, Yaonan Wang, Fei Chao, Qiang Shen:
Robust Control for Autonomous Surveillance with Unmanned Aerial Manipulator. 215-226 - Haifeng Cai, Mei Liu, Dan Su:
Design and Implementation of Bionic Flying Fish with Applications. 227-232
Data Mining/Machine Learning
- Mona Alkhozae
Decentralised and Privacy Preserving Machine Learning for Multiple Distributed Data Resources. 235-250 - Thomas Sawczuk, Anna Palczewska, Ben Jones:
Markov Decision Processes with Contextual Nodes as a Method of Assessing Attacking Player Performance in Rugby League. 251-263 - Changhong Jiang, Changjing Shang, Qiang Shen:
Rule Base Structure and Influence of Existing Rules: An Initial Investigation. 264-276 - Gadelhag Mohmed, Steven Grundy, Ahmad Lotfi, Chungui Lu:
Using AI Approaches for Predicting Tomato Growth in Hydroponic Systems. 277-287 - Marcos I. Fabietti, Mufti Mahmud, Ahmad Lotfi, Alberto Averna, David J. Guggenmos, Randolph J. Nudo, Michela Chiappalone:
Interpretable Model for Artefact Detection in Local Field Potentials via Feature Extraction and Decision Trees. 288-299 - David Ada Adama, Timilehin Yinka Olatunji, Salisu Wada Yahaya, Ahmad Lotfi:
Comparative Analysis of K-Means and Traversal Optimisation Algorithms. 300-311 - Elena Barry, Shoaib Jameel, Haider Raza
Emojional: Emoji Embeddings. 312-324 - Douglas Harewood-Gill
Q-Routing Using Multiple QoS Metrics in SDN. 325-336 - F. A. Chaudhry, Jonathan M. Garibaldi, N. Qureshi:
Creating a Hierarchical Fuzzy System to Assess Physical Activity Levels from Fitbit Data. 337-343
Image Analysis
- Ren Zhang, Yitian Li, Lu Lou:
Improved SLAM Method Based on Dynamic Objects Detecting with the Fusion of Vision and Lidar. 347-356 - Y. Lin, Peng Wang, Ree Muroiwa, Simon Pike, Lyudmila Mihaylova:
Image Fusion for Remote Sizing of Hot High Quality Steel Sections. 357-368 - Jia Yan, Zhengxia Wang, Yitian Li, Zhen Chen, Xiaoyun Chen, Lu Lou:
Detecting and Tracking the Moving Vehicles Based on Deep Learning. 369-378 - Boyi Li, Yi Zhao, Lu Lou:
Fast Lane Detection Based on Improved Enet for Driverless Cars. 379-389 - Zhen Chen, Hui Lv, Lu Lou, John H. Doonan:
Fast and Accurate 3D Reconstruction of Plants Using MVSNet and Multi-View Images. 390-399 - Yitian Li, Ren Zhang, Qihuan Li, Lu Lou:
An Improved SLAM Based on the Fusion of Lidar and Monocular Vision. 400-405 - Hui Lv, Zhen Chen, Yuhang Mo, Lu Lou, Ran Song, John H. Doonan:
Segmentation and Counting of Plant Organs Using Deep Learning and Multi-view Images. 406-411
Health Informatics
- Siyuan Zang
Estimation of Event-Related Potentials from Single-Trial EEG. 415-427 - Ramzi Jaber, Rami Qahwaji, Amr Abdullatif
Proposing a Three-Stage Model to Quantify Bradykinesia on a Symptom Severity Level Using Deep Learning. 428-438 - Sumaia Sabouni, Rami Qahwaji, Krzysztof Poterlowicz
Developing Prediction Models for Large for Gestational Age Infants Using Ethnically Diverse Data. 439-449 - Tianhua Chen
Assessing Significance of Cognitive Assessments for Diagnosing Alzheimer's Disease with Fuzzy-Rough Feature Selection. 450-462 - Megan Taylor Bunker, Arshad Sher
Towards Fuzzy Context-Aware Automatic Gait Assessments in Free-Living Environments. 463-474 - Dinghuang Zhang, Carrie M. Toptan, Shuwen Zhao, Gongyue Zhang, Honghai Liu
ASD Children Adaption Behaviour Assessment via Hand Movement Properties: A RoadMap. 475-480
Engineering Data- and Model-Driven Applications
- Sohag Kabir, Felician Campean:
A Model-Based Reliability Analysis Method Using Bayesian Network. 483-495 - Zied Mnasri, Stefano Rovetta, Francesco Masulli, Alberto Cabri
Dealing with Uncertainty in Anomalous Audio Event Detection Using Fuzzy Modeling. 496-507 - Vinod Vasudevan, Amr Abdullatif
A Framework to Handle Uncertainties of Machine Learning Models in Compliance with ISO 26262. 508-518 - Nitin Naik:
Cloud-Agnostic and Lightweight Big Data Processing Platform in Multiple Clouds Using Docker Swarm and Terraform. 519-531 - Souhaiel Khalfaoui, Eric Manouvrier, Alexandre Briot, David Delaux, Stéphane Butel, Jesutofunmi Ibrahim, Tatenda Kanyere, Bola Orimogunje, Amr Abdullatif
Defect Prediction on Production Line. 532-544 - Alexey Uglanov
Driver Behaviour Modelling: Travel Prediction Using Probability Density Function. 545-556 - Kirill Kartashev, Aleksandr Doikin, Felician Campean, Alexey Uglanov
Driver Behaviour Clustering Using Discrete PDFs and Modified Markov Algorithm. 557-568 - Luke Brown, Shukri M. Afazov, Daniele Scrimieri:
Towards Autonomous Health Monitoring of Rails Using a FEA-ANN Based Approach. 569-576
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