Research Output 2008 2017

2017

A fuzzy computational model of emotion for cloud based sentiment analysis

Karyotis, C., Doctor, F., Iqbal, R., James, A. & Chang, V. 10 Feb 2017 In : Information Sciences. (in press)

Research output: Contribution to journalArticle

Learning systems
Experiments
Application programming interfaces (API)
Fuzzy logic
Computer systems

An intelligent framework for emotion aware e-healthcare support systems

Doctor, F., Karyotis, C., Iqbal, R. & James, A. 9 Feb 2017 2016 IEEE Symposium Series on Computational Intelligence, SSCI 2016. Institute of Electrical and Electronics Engineers Inc., 9 p. 7850044

Research output: Chapter in Book/Report/Conference proceedingConference proceeding

Health care
Health
Fuzzy logic
Quality of service
Feedback

Design implications for task-specific search utilities for retrieval and re-engineering of code

Iqbal, R., Grzywaczewski, A., Halloran, J., Doctor, F. & Iqbal, K. 2017 In : Enterprise Information Systems. 11, 5, p. 738-757 19 p.

Research output: Contribution to journalArticle

Information retrieval systems
Engineers
Feedback
Industry
Recommender systems
1 Citations

Fuzzy Rule Based Profiling Approach For Enterprise Information Seeking and Retrieval

Alhabashneh, O., Iqbal, R., Doctor, F. & James, A. 5 Jan 2017 In : Information Sciences. 394-395, p. 18-37 20 p.

Research output: Contribution to journalArticle

Fuzzy rules
Feedback
Industry
Intranets
Linear regression

Interval Valued Data Enhanced Fuzzy Cognitive Map: Towards an Approach for Autism Deduction in Toddlers

Al Farsi, A., Doctor, F., Petrovic, D., Chandran, S. & Karyotis, C. 14 Mar 2017 p. (in press) 6 p.

Research output: Contribution to conferencePaper

Soft computing
Fuzzy sets
Decision support systems
Decision making
2016

A Fuzzy Modelling Approach of Emotion for Affective Computing Systems

Karyotis, C., Doctor, F., Iqbal, R., James, A. & Chang, V. 2016 p. 453-460

Research output: Contribution to conferencePaper

Labels
Fuzzy rules
Fuzzy logic
Learning systems
Trajectories
6 Citations

Big Data analytics: Computational intelligence techniques and application areas

Iqbal, R., Doctor, F., More, B., Mahmud, S. & Yousuf, U. 23 Jun 2016 In : International Journal of Information Management. (in press)

Research output: Contribution to journalArticle

data
Big data
Artificial intelligence
artificial intelligence
tool
3 Citations

Comparative analysis of relevance feedback methods based on two user studies

Akuma, S., Iqbal, R., Jayne, C. & Doctor, F. 2016 In : Computers in Human Behavior. 60, p. 128-146

Research output: Contribution to journalArticle

Rating
Reproducibility of Results
User studies
Eye gaze
Recommender systems

Inferring Users’ Interest on Web Documents Through Their Implicit Behaviour

Akuma, S., Jayne, C., Iqbal, R. & Doctor, F. 2016 Engineering Applications of Neural Networks. Iliadis, L. & Jayne, C. (eds.). Switzerland: Springer Verlag, Vol. 517, p. 315-325

Research output: Chapter in Book/Report/Conference proceedingChapter

user
indicator
document
behavior
measurement method
2 Citations

Type-2 Fuzzy Sets Applied to Multivariable Self-Organizing Fuzzy Logic Controllers for Regulating Anesthesia

Doctor, F., Syue, C. H., Liu, Y. X., Shieh, J. S. & Iqbal, R. Jan 2016 In : Applied Soft Computing. 38, p. 872-889

Research output: Contribution to journalArticle

Controllers
Fuzzy logic
Fuzzy sets
Anesthetics
Soft computing
2015
2 Citations

Adaptive information retrieval system based on fuzzy profiling

Alhabashneh, O., Iqbal, R., Doctor, F. & Amin, S. 2015 2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). IEEE, p. 1-8

Research output: Chapter in Book/Report/Conference proceedingChapter

Information retrieval
Summarization
Redistribution
Experiment
Train
3 Citations

An intelligent framework for monitoring students Affective Trajectories using adaptive fuzzy systems

Karyotis, C., Doctor, F., Iqbal, R. & James, A. 2015 2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). IEEE, p. 1-8

Research output: Chapter in Book/Report/Conference proceedingChapter

Trajectories
Labels
Fuzzy rules
Fuzzy systems
Linguistics
4 Citations

Automated intelligent system for sound signalling device quality assurance

Maniak, T., Jayne, C., Iqbal, R. & Doctor, F. 10 Feb 2015 In : Information Sciences. 10, p. 600-611

Research output: Contribution to journalArticle

Quality assurance
Multilayer neural networks
Inspection
Intelligent systems
Classifiers
5 Citations

Cloud enabled data analytics and visualization framework for health-shocks prediction

Mahmud, S., Iqbal, R. & Doctor, F. 1 Dec 2015 In : Future Generation Computer Systems. 65, p. 169-181

Research output: Contribution to journalArticle

Health
Visualization
Computer systems
Fuzzy rules
Cloud computing

Genetic type-2 self-organising fuzzy logic controller applied to anaesthesia

Liu, Y-X., Shieh, J-S., Fan, S-Z., Doctor, F. & Jen, K-K. 2015 In : 2015 Conference on Technologies and Applications of Artificial Intelligence (TAAI). p. 83-88

Research output: Contribution to journalArticle

Fuzzy logic
Controllers
Genetic algorithms
5 Citations

Instantaneous 3D EEG Signal Analysis Based on Empirical Mode Decomposition and the Hilbert–Huang Transform Applied to Depth of Anaesthesia

Shih, M-T., Doctor, F., Fan, S-Z., Jen, K-K. & Shieh, J-S. 20 Feb 2015 In : Entropy. 17, 3, p. 928-949

Research output: Contribution to journalArticle

Electroencephalography
Anesthetics
Decomposition
Neurology
Surgery
3 Citations

Introduction to the thematic issue on Affect Aware Ubiquitious Computing

Doctor, F., Iqbal, R. & Zamudio, V. Jan 2015 In : Journal of Ambient Intelligence and Smart Environments. 7, 1, p. 3-4

Research output: Contribution to journalEditorial

Two Brains Guided Interactive Evolution

Kattan, A., Doctor, F. & Arif, M. 2015 p. 3203 - 3208

Research output: Contribution to conferencePaper

Electroencephalography
Genetic algorithms
Brain
2014
15 Citations
Intelligent agents
Macros
Monitoring
Sensors
Thermal comfort
5 Citations

An FPGA-based multiprocessor-architecture for intelligent environments

Echanobe, J., del Campo, I., Basterretxea, K., Martinez, M. V. & Doctor, F. 2014 In : Microprocessors and Microsystems. 38, 7, p. 730-740

Research output: Contribution to journalArticle

Microprocessor chips
Field programmable gate arrays (FPGA)
Fuzzy inference
Fuzzy systems
Embedded systems
2 Citations
Students
Linguistics
Monitoring
Fuzzy rules
Cloud computing
2 Citations

A Real-Time Driver Identification System based on Artificial Neural Networks and Cepstral Analysis

Del Campo, I., Finker, R., Martinez, M. V., Echanobe, J. & Doctor, F. Sep 2014 International Joint Conference on Neural Networks, IJCNN 2014. IEEE, p. 1848-1855 6889772

Research output: Chapter in Book/Report/Conference proceedingChapter

Advanced driver assistance systems
Neural networks
Identification (control systems)
Highway accidents
Brakes
2 Citations

Implicit predictive indicators: Mouse activity and dwell time

Akuma, S., Jayne, C., Iqbal, R. & Doctor, F. 2014 In : IFIP Advances in Information and Communication Technology. 436, p. 162-171

Research output: Contribution to journalArticle

learning
1 Citations

Performance Analysis of Extracted Rule-Base Multivariable Type-2 Self-Organizing Fuzzy Logic Controller Applied to Anesthesia

Liu, Y-X., Doctor, F., Fan, S-Z. & Shieh, J-S. 21 Dec 2014 In : BioMed Research International. 2014, Article ID 379090, 379090

Research output: Contribution to journalArticle

Fuzzy Logic
Uncertainty
Anesthesia
Muscle Relaxation
Nonparametric Statistics

Towards the Minimization of Cyclic Instability Using Embedded Algorithms

Salinas, J. A. P., Rodriguez, V. M. Z., Araiza, M. A. C., Flores, M. D. R. B., Ramirez, C. L., Callaghan, V. & Doctor, F. Sep 2014 International Conference on Intelligent Environments, IE 2014. Wang, M., Shen, L., Shen, R., Zhang, T., Su, J., Augusto, J. C., Egerton, S. & Callaghan, V. (eds.). IEEE, Vol. Article number 6910457, p. 249-251

Research output: Chapter in Book/Report/Conference proceedingChapter

Embedded systems
Costs
Microcontrollers
Fuzzy logic
Integrated circuits
2013
2 Citations

Activity-led learning approach and group performance analysis using fuzzy rule-based classification model

Iqbal, R., Doctor, F., Romero, M. & James, A. 19 Sep 2013 2013 IEEE 17th International Conference on Computer Supported Cooperative Work in Design (CSCWD). IEEE, p. 599-606 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding

Students
Fuzzy rules
Feedback
Planning
Communication
2 Citations

Automated sound signalling device quality assurance tool for embedded industrial control applications

Maniak, T., Iqbal, R., Doctor, F. & Jayne, C. 2013 Proceedings - 2013 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2013. p. 4812-4818 7 p. 6722574

Research output: Chapter in Book/Report/Conference proceedingConference proceeding

Neural networks
Microcontrollers
Quality assurance
Expert systems
Classifiers
2012

Ambient Intelligent Monitoring of Dementia Suffers Using Unsupervised Neural Networks and Weighted Rule Based Summarisation

Doctor, F., Jayne, C. & Iqbal, R. 2012 Engineering Applications of Neural Networks: 13th International Conference, EANN 2012, Proceedings. Jayne, C., Yue, S. & Iliadis, L. (eds.). Berlin: Springer, Vol. 311, p. 363-374 12 p. (Communications in Computer and Information Science; vol. 311)

Research output: Chapter in Book/Report/Conference proceedingConference proceeding

Neural networks
Monitoring
Sensors
Ubiquitous computing
Actuators
5 Citations

An intelligent framework for monitoring student performance using fuzzy rule-based linguistic summarisation

Doctor, F. & Iqbal, R. 2012 Fuzzy Systems (FUZZ-IEEE), 2012 IEEE International Conference on. Abbass, H., Essam, D. & Sarker, R. (eds.). IEEE

Research output: Chapter in Book/Report/Conference proceedingChapter

Fuzzy rules
Linguistics
Marketing
Servers
Students
20 Citations

A system-on-chip development of a neuro–fuzzy embedded agent for ambient-intelligence environments

del Campo, I., Basterretxea, K., Echanobe, J., Bosque, G. & Doctor, F. Apr 2012 In : IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics. 42, 2, p. 501-512

Research output: Contribution to journalArticle

Intelligence
Marketing
Servers
System-on-chip
1 Citations

Integration, optimization and usability of enterprise applications

Iqbal, R., Shah, N., Doctor, F., James, A. & Cichowicz, T. 2012 Proceedings of the 2012 IEEE 16th International Conference on Computer Supported Cooperative Work in Design, CSCWD 2012. Gao, L., Shen, W., Barthès, J-P., Luo, J., Yong, J., Li, W. & Li, W. (eds.). IEEE, p. 431-437 7 p. 6221854

Research output: Chapter in Book/Report/Conference proceedingConference proceeding

Industry
Gold
Electronic commerce
Automation
Degradation
2 Citations

Investigating the value of retention actions as a source of relevance information in the software development environment

Iqbal, R., Grzywaczewski, A., James, A., Doctor, F. & Halloran, J. 2012 Proceedings of the 2012 IEEE 16th International Conference on Computer Supported Cooperative Work in Design, CSCWD 2012. Gao, L., Shen, W., Barthès, J-P., Luo, J., Yong, J., Li, W. & Li, W. (eds.). IEEE, p. 121-127 7 p. 6221807

Research output: Chapter in Book/Report/Conference proceedingConference proceeding

Information retrieval systems
Engineers
Software engineering
Collaborative filtering
Recommender systems
2011

A neuro-fuzzy approach for identifying practice variations based on modelling relationships between clinical variables and treatment decisions

Doctor, F., Naguib, R. N. G. & Iqbal, R. 2011 Proceedings - 4th International Conference on Developments in eSystems Engineering, DeSE 2011. p. 126-131 6 p. 6149967

Research output: Chapter in Book/Report/Conference proceedingConference proceeding

Fuzzy rules
Decision support systems
Classifiers
Decision making
Neural networks
2010
13 Citations

Affect-aware behaviour modelling and control inside an intelligent environment

Leon, E., Clarke, G., Callaghan, V. & Doctor, F. Oct 2010 In : Pervasive and Mobile Computing. 6, 5, p. 559–574

Research output: Contribution to journalArticle

2009
3 Citations

A neuro-fuzzy based agent for group decision support in applicant ranking within human resources systems

Doctor, F., Hagras, H., Roberts, D. & Callaghan, V. 2009 p. 744-750

Research output: Contribution to conferencePaper

Marketing
Servers
Personnel
2008
24 Citations

An intelligent agent based approach for energy management in commercial buildings

Hagras, H., Packharn, I., Vanderstockt, Y., McNulty, N., Vadher, A. & Doctor, F. Jun 2008 p. 156-162

Research output: Contribution to conferencePaper

Intelligent agents
Energy management
7 Citations

A type-2 fuzzy based system for handling the uncertainties in group decisions for ranking job applicants within Human Resources systems

Doctor, F., Hagras, H., Roberts, D. & Callaghan, V. 2008 p. 481-488

Research output: Contribution to conferencePaper

Marketing
Servers
Personnel