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19th UKCI 2019: Portsmouth, UK
- Zhaojie Ju, Longzhi Yang, Chenguang Yang, Alexander E. Gegov, Dalin Zhou
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Advances in Computational Intelligence Systems - Contributions Presented at the 19th UK Workshop on Computational Intelligence, September 4-6, 2019, Portsmouth, UK. Advances in Intelligent Systems and Computing 1043, Springer 2020, ISBN 978-3-030-29932-3
Fuzzy Systems
- Raheleh Jafari, Sina Razvarz, Alexander E. Gegov, Wen Yu
Fuzzy Control of Uncertain Nonlinear Systems with Numerical Techniques: A Survey. 3-14 - Gadelhag Mohmed, David Ada Adama, Ahmad Lotfi
Fuzzy Feature Representation with Bidirectional Long Short-Term Memory for Human Activity Modelling and Recognition. 15-26 - Muhammad Ismail
Single Frame Image Super Resolution Using ANFIS Interpolation: An Initial Experiment-Based Approach. 27-40 - Aiwen Meng, Hak-Keung Lam
L_1 -Induced Static Output Feedback Controller Design and Stability Analysis for Positive Polynomial Fuzzy Systems. 41-52 - Zheming Zuo
Curvature-Based Sparse Rule Base Generation for Fuzzy Interpolation Using Menger Curvature. 53-65
Intelligence in Robotics
- Jing Luo
A Method of Intention Estimation for Human-Robot Interaction. 69-80 - Yanan Li, Chenguang Yang:
A Hybrid Human Motion Prediction Approach for Human-Robot Collaboration. 81-91 - Quanfeng Li, Fei Chao, Xingen Gao, Longzhi Yang
A Robotic Chinese Stroke Generation Model Based on Competitive Swarm Optimizer. 92-103
Deep Learning Approaches
- Qing Gao
A Two-Stream CNN Framework for American Sign Language Recognition Based on Multimodal Data Fusion. 107-118 - Edvinas Byla, Wei Pang
DeepSwarm: Optimising Convolutional Neural Networks Using Swarm Intelligence. 119-130 - Shan Jiang, Xi Zhao, Zhenhua Cai, Kui Xiang, Zhaojie Ju:
Single-Grasp Detection Based on Rotational Region CNN. 131-141 - Gulrukh Turabee, Yuan Shen, Georgina Cosma
Interpreting the Filters in the First Layer of a Convolutional Neural Network for Sleep Stage Classification. 142-154 - Jialin Liu, Chih-Min Lin, Fei Chao:
Gradient Boost with Convolution Neural Network for Stock Forecast. 155-165 - Xueyi Wang
Urban Village Identification from City-Wide Satellite Images Leveraging Mask R-CNN. 166-172 - Davis Bonsu Agyemang, Mohamed Bader:
Surface Crack Detection Using Hierarchal Convolutional Neural Network. 173-186
Optimisation and Classification
- Rhys Stubbs, Kevin Wilson, Shahin Rostami:
Hyper-parameter Optimisation by Restrained Stochastic Hill Climbing. 189-200 - Hadeel Albalawi, Wei Pang
Swarm Inspired Approaches for K-prototypes Clustering. 201-209 - Noe Elisa, Fei Chao, Longzhi Yang
A Study of the Necessity of Signal Categorisation in Dendritic Cell Algorithm. 210-222 - Tingyu Xie, Gongzhuang Peng
Interval Construction and Optimization for Mechanical Property Forecasting with Improved Neural Networks. 223-234 - Antonio Gianmaria Spampinato
An Immunological Algorithm for Graph Modularity Optimization. 235-247 - Hoang Nhat Dau, Salem Chakhar
Construction and Refinement of Preference Ordered Decision Classes. 248-261 - Zainab Mutlaq Ibrahim, Mohamed Bader-El-Den, Mihaela Cocea:
Improving Imbalanced Students' Text Feedback Classification Using Re-sampling Based Approach. 262-267
Detection, Inference and Prediction
- Jordan J. Bird, Anikó Ekárt
Phoneme Aware Speech Synthesis via Fine Tune Transfer Learning with a Tacotron Spectrogram Prediction Network. 271-282 - Kieran Stone
Predicting Hospital Length of Stay for Accident and Emergency Admissions. 283-295 - Daniel Dimanov, Shahin Rostami:
KOSI- Key Object Detection for Sentiment Insights. 296-306 - Fatima Chiroma, Mihaela Cocea, Han Liu:
Detection of Suicidal Twitter Posts. 307-318 - Ramazan Esmeli
Improving Session Based Recommendation by Diversity Awareness. 319-330 - Yu Yao, Dongliang Cheng, Gang Peng, Xuejuan Huang:
Fault Prognosis Method of Industrial Process Based on PSO-SVR. 331-341 - Ahmed M. Abubahia
Preference Learning Based Decision Map Algebra: Specification and Implementation. 342-353
Hybrid Methods
- Shengjie Sun, Yuan Shen:
"Parallel-Tempering"-Assisted Hybrid Monte Carlo Algorithm for Bayesian Inference in Dynamical Systems. 357-368 - Nouf Alghanmi, Xiao-Jun Zeng:
A Hybrid Regression Model for Mixed Numerical and Categorical Data. 369-376 - Nitin Naik, Qiang Shen
Integration of Interpolation and Inference with Multi-antecedent Rules. 377-391
Emerging Intelligence
- Will Serrano
iBuilding: Artificial Intelligence in Intelligent Buildings. 395-408 - Will Serrano
5G Cybersecurity Based on the Blockchain Random Neural Network in Intelligent Buildings. 409-422 - Huili Cai, Xiaofeng Liu, Bin Yan
Beautified QR Code with Security Based on Data Hiding. 423-432 - Hongwei Wang, Yichun Yang, Yufei Zhang:
A Macro Human Resource Management Platform Enabled by Big Data Technology. 433-445
Intelligent Healthcare
- Jodie Ashford, Jordan J. Bird, Felipe Campelo
Classification of EEG Signals Based on Image Representation of Statistical Features. 449-460 - Yang Wei
A Non-invasive Subtle Pulse Rate Extraction Method Based on Eulerian Video Magnification. 461-471 - Xinyang Li, Balvinder S. Handa, Nicholas S. Peters, Fu Siong Ng
Classification of Fibrillation Subtypes with Single-Channel Surface Electrocardiogram. 472-479
Engineering Data- and Model-Driven Applications
- Denis Torgunov, Paul R. Trundle, Felician Campean
Vehicle Warranty Claim Prediction from Diagnostic Data Using Classification. 483-492 - Zied Mnasri, Stefano Rovetta
Feature Analysis for Emotional Content Comparison in Speech. 493-503 - Gaurav Pant, Felician Campean
Co-modelling Strategy for Development of Airpath Metamodel on Multi-physics Simulation Platform. 504-516 - Natasha Micic, Ci Lei, Daniel Neagu, Felician Campean
Queries on Synthetic Images for Large Multivariate Engineering Data Base Searches. 517-528 - Noe Elisa, Longzhi Yang
Signal Categorisation for Dendritic Cell Algorithm Using GA with Partial Shuffle Mutation. 529-540 - Han Pu, Tianqiang Huang, Gongde Guo, Bin Weng, Lijun You:
Video Tampering Detection Algorithm Based on Spatial Constraints and Stable Feature. 541-553
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