Li Zhang

Affiliations:
  • Northumbria University, Computational Intelligence Group, Newcastle upon Tyne, UK
  • University of Birmingham, UK (PhD 2004)


According to our database1, Li Zhang authored at least 105 papers between 2001 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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In proceedings 
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PhD thesis 
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Online presence:

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Bibliography

2021
Feature Selection Using Enhanced Particle Swarm Optimisation for Classification Models.
Sensors, 2021

Over-fitting suppression training strategies for deep learning-based atrial fibrillation detection.
Medical Biol. Eng. Comput., 2021

Intelligent human action recognition using an ensemble model of evolving deep networks with swarm-based optimization.
Knowl. Based Syst., 2021

Multi-Head Attention-Based Long Short-Term Memory for Depression Detection From Speech.
Frontiers Neurorobotics, 2021

Particle Swarm Optimization for Automatically Evolving Convolutional Neural Networks for Image Classification.
IEEE Access, 2021

Deep Recurrent Neural Networks with Attention Mechanisms for Respiratory Anomaly Classification.
Proceedings of the International Joint Conference on Neural Networks, 2021

An Interactive Evolution Strategy based Deep Convolutional Generative Adversarial Network for 2D Video Game Level Procedural Content Generation.
Proceedings of the International Joint Conference on Neural Networks, 2021

2020
Adaptive melanoma diagnosis using evolving clustering, ensemble and deep neural networks.
Knowl. Based Syst., 2020

In-Vehicle Object Detection in the Wild for Driverless Vehicles.
CoRR, 2020

Intelligent optic disc segmentation using improved particle swarm optimization and evolving ensemble models.
Appl. Soft Comput., 2020

Evolving CNN-LSTM Models for Time Series Prediction Using Enhanced Grey Wolf Optimizer.
IEEE Access, 2020

Detecting Spam Email With Machine Learning Optimized With Bio-Inspired Metaheuristic Algorithms.
IEEE Access, 2020

A Multi-Population FA for Automatic Facial Emotion Recognition.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Graph Neural Networks Boosted Personalized Tag Recommendation Algorithm.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

A Deep Learning Based Wearable Healthcare Iot Device for AI-Enabled Hearing Assistance Automation.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2020

Object Recognition Using Enhanced Particle Swarm Optimization.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2020

Novel Class Detection Using Hybrid Ensemble.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2020

3D Printed Brain-Controlled Robot-Arm Prosthetic via Embedded Deep Learning From sEMG Sensors.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2020

In-House Deep Environmental Sentience for Smart Homecare Solutions Toward Ageing Society.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2020

2019
A hierarchical and regional deep learning architecture for image description generation.
Pattern Recognit. Lett., 2019

Guest editorial: Automatic facial and bodily expression perception for human behaviour understanding.
Multim. Tools Appl., 2019

Application of an evolutionary algorithm-based ensemble model to job-shop scheduling.
J. Intell. Manuf., 2019

Advancing Ensemble Learning Performance through data transformation and classifiers fusion in granular computing context.
Expert Syst. Appl., 2019

Complex Deep Learning and Evolutionary Computing Models in Computer Vision.
Complex., 2019

Neural Personalized Ranking via Poisson Factor Model for Item Recommendation.
Complex., 2019

Improving K-means clustering with enhanced Firefly Algorithms.
Appl. Soft Comput., 2019

Intelligent skin cancer diagnosis using improved particle swarm optimization and deep learning models.
Appl. Soft Comput., 2019

Network Representation Learning Enhanced Recommendation Algorithm.
IEEE Access, 2019

Evolving Ensemble Models for Image Segmentation Using Enhanced Particle Swarm Optimization.
IEEE Access, 2019

Deep Learning Based Pedestrian Detection at Distance in Smart Cities.
Proceedings of the Intelligent Systems and Applications, 2019

Integrating Social Circles and Network Representation Learning for Item Recommendation.
Proceedings of the International Joint Conference on Neural Networks, 2019

Distant Pedestrian Detection in the Wild using Single Shot Detector with Deep Convolutional Generative Adversarial Networks.
Proceedings of the International Joint Conference on Neural Networks, 2019

2018
Novel Algorithms for Reliability Evaluation of Remotely Deployed Wireless Sensor Networks.
Wirel. Pers. Commun., 2018

A P2P Botnet detection scheme based on decision tree and adaptive multilayer neural networks.
Neural Comput. Appl., 2018

Intelligent skin cancer detection using enhanced particle swarm optimization.
Knowl. Based Syst., 2018

A scattering and repulsive swarm intelligence algorithm for solving global optimization problems.
Knowl. Based Syst., 2018

A region-based image caption generator with refined descriptions.
Neurocomputing, 2018

Classifier ensemble reduction using a modified firefly algorithm: An empirical evaluation.
Expert Syst. Appl., 2018

A quantitative image analysis for the cellular cytoskeleton during in vitro tumor growth.
Expert Syst. Appl., 2018

Feature selection using firefly optimization for classification and regression models.
Decis. Support Syst., 2018

Detection of online phishing email using dynamic evolving neural network based on reinforcement learning.
Decis. Support Syst., 2018

Deep Learning based Pedestrian Detection at Distance in Smart Cities.
CoRR, 2018

Combining Convolutional Neural Network and Distance Distribution Matrix for Identification of Congestive Heart Failure.
IEEE Access, 2018

Evolving Image Classification Architectures With Enhanced Particle Swarm Optimisation.
IEEE Access, 2018

Geographical Proximity Boosted Recommendation Algorithms for Real Estate.
Proceedings of the Web Information Systems Engineering - WISE 2018, 2018

Extended LBP based Facial Expression Recognition System for Adaptive AI Agent Behaviour.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Multi-Population Differential Evolution for Retinal Blood Vessel Segmentation.
Proceedings of the 15th International Conference on Control, 2018

2017
A Micro-GA Embedded PSO Feature Selection Approach to Intelligent Facial Emotion Recognition.
IEEE Trans. Cybern., 2017

Differential evolution algorithm as a tool for optimal feature subset selection in motor imagery EEG.
Expert Syst. Appl., 2017

A lightweight QRS detector for single lead ECG signals using a max-min difference algorithm.
Comput. Methods Programs Biomed., 2017

Intelligent leukaemia diagnosis with bare-bones PSO based feature optimization.
Appl. Soft Comput., 2017

Deep learning based image description generation.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Facial expression recongition using firefly-based feature optimization.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

Firefly-based Facial Expression Recognition: Extended Abstract.
Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems, 2017

2016
Intelligent facial emotion recognition using moth-firefly optimization.
Knowl. Based Syst., 2016

An Enhanced Intelligent Agent with Image Description Generation.
Proceedings of the Intelligent Virtual Agents - 16th International Conference, 2016

Learning Using Multiple-Type Privileged Information and SVM+ThinkTank.
Proceedings of the Advances in Big Data, 2016

A signal quality assessment method for mobile ECG using multiple features and fuzzy support vector machine.
Proceedings of the 12th International Conference on Natural Computation, 2016

An intelligent decision support system for skin cancer detection from dermoscopic images.
Proceedings of the 12th International Conference on Natural Computation, 2016

Improved abnormality detection from raw ECG signals using feature enhancement.
Proceedings of the 12th International Conference on Natural Computation, 2016

A Vision Enriched Intelligent Agent with Image Description Generation: (Demonstration).
Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016

2015
Intelligent affect regression for bodily expressions using hybrid particle swarm optimization and adaptive ensembles.
Expert Syst. Appl., 2015

Adaptive 3D facial action intensity estimation and emotion recognition.
Expert Syst. Appl., 2015

Adaptive facial point detection and emotion recognition for a humanoid robot.
Comput. Vis. Image Underst., 2015

Measuring synchronization in coupled simulation and coupled cardiovascular time series: A comparison of different cross entropy measures.
Biomed. Signal Process. Control., 2015

Intelligent facial emotion recognition using a layered encoding cascade optimization model.
Appl. Soft Comput., 2015

Detection of phishing emails using data mining algorithms.
Proceedings of the 9th International Conference on Software, 2015

Big Data Analytics as a Service for Affective Humanoid Service Robots.
Proceedings of the INNS Conference on Big Data 2015, 2015

Intelligent facial expression recognition with adaptive feature extraction for a humanoid robot.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Semi-feature Level Fusion for Bimodal Affect Regression Based on Facial and Bodily Expressions.
Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015

A Novel Continuous Learning and Collaborative Decision Making Mechanism for Real-Time Cooperation of Humanoid Service Robots.
Proceedings of the 15th IEEE International Conference on Computer and Information Technology, 2015

2014
Hybrid decision tree and naïve Bayes classifiers for multi-class classification tasks.
Expert Syst. Appl., 2014

An intelligent mobile based decision support system for retinal disease diagnosis.
Decis. Support Syst., 2014

Affect and Semantic Interpretation of Virtual Drama.
Proceedings of the Intelligent Technologies for Interactive Entertainment, 2014

Intelligent Facial Action and emotion recognition for humanoid robots.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Shape and texture based facial action and emotion recognition.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

2013
Contextual and active learning-based affect-sensing from virtual drama improvisation.
ACM Trans. Speech Lang. Process., 2013

Towards a Semantic-Based Approach for Affect and Metaphor Detection.
Int. J. Distance Educ. Technol., 2013

Intelligent facial emotion recognition and semantic-based topic detection for a humanoid robot.
Expert Syst. Appl., 2013

Fuzzy association rule mining approaches for enhancing prediction performance.
Expert Syst. Appl., 2013

An adaptive ensemble classifier for mining concept drifting data streams.
Expert Syst. Appl., 2013

A real-time dynamic optimal guidance scheme using a general regression neural network.
Eng. Appl. Artif. Intell., 2013

Affect Detection from Virtual Drama.
Proceedings of the AI 2013: Advances in Artificial Intelligence, 2013

Multimodal intelligent affect detection with Kinect: extended abstract.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2013

Affect detection from semantic and metaphorical interpretation of virtual drama.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2013

2012
Exploitation in Context-Sensitive Affect Sensing from Improvisational Interaction.
Trans. Edutainment, 2012

Semantic-inspired Contextual Affect Detection from Drama Improvisation.
Proceedings of the 3rd International Conference on Ambient Systems, 2012

Contextual affect sensing and metaphor interpretation.
Entertain. Comput., 2012

Affect Sensing Using Linguistic, Semantic and Cognitive Cues in Multi-threaded Improvisational Dialogue.
Cogn. Comput., 2012

Exploration of Metaphor and Affect Sensing Using Semantic Interpretation in an Intelligent Agent.
Proceedings of the Text, Speech and Dialogue - 15th International Conference, 2012

Exploration of Affect Detection Using Semantic Cues in Virtual Improvisation.
Proceedings of the Intelligent Tutoring Systems - 11th International Conference, 2012

Affect Detection from Semantic Interpretation of Drama Improvisation.
Proceedings of the COLING 2012, 2012

2011
Context-Sensitive Affect Sensing and Metaphor Identification in Virtual Drama.
Proceedings of the Affective Computing and Intelligent Interaction, 2011

2010
Affect and Metaphor Sensing in Virtual Drama.
Int. J. Comput. Games Technol., 2010

2008
EMMA: an automated intelligent actor in e-drama.
Proceedings of the 13th International Conference on Intelligent User Interfaces, 2008

2007
An Improvisational AI Actor in E-Drama.
Proceedings of the 2007 International Conference on Internet Computing, 2007

Affect Detection and an Automated Improvisational AI Actor in E-Drama.
Proceedings of the Artifical Intelligence for Human Computing, 2007

Don't worry about metaphor: affect detection for conversational agents.
Proceedings of the ACL 2007, 2007

2006
Exploitation in Affect Detection in Improvisational E-Drama.
Proceedings of the Intelligent Virtual Agents, 6th International Conference, 2006

Developments in Affect Detection from Text in Open-Ended Improvisational E-Drama.
Proceedings of the Technologies for E-Learning and Digital Entertainment, 2006

Developments in Affect Detection in E-drama.
Proceedings of the EACL 2006, 2006

2004
A syllable-based, pseudo-articulatory approach to speech recognition.
PhD thesis, 2004

2003
Speech recognition based on syllable recovery.
Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

2002
Speech recognition using syllable patterns.
Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002

2001
Pseudo-articulatory representations and the recognition of syllable patterns in speech.
Proceedings of the EUROSPEECH 2001 Scandinavia, 2001


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