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Article

Veryard, Lewis and Hagras, Hani and Conway, Anthony and Owusu, Gilbert (2023) A Heated Stack based Type-2 Fuzzy Multi-Objective Optimisation System for Telecommunications Capacity Planning. Knowledge-Based Systems, 260. p. 110134. DOI https://doi.org/10.1016/j.knosys.2022.110134

Leon-Garza, Hugo and Hagras, Hani and Peña-Rios, Anasol and Conway, Anthony and Owusu, Gilbert (2022) A type-2 fuzzy system-based approach for image data fusion to create building information models. Information Fusion, 88. pp. 115-125. DOI https://doi.org/10.1016/j.inffus.2022.07.007

Cherif, Sahar and Baklouti, Nesrine and Hagras, Hani and Alimi., Adel M (2022) Novel Intuitionistic Based Interval Type-2 Fuzzy Similarity Measures with Application to Clustering. IEEE Transactions on Fuzzy Systems, 30 (5). pp. 1260-1271. DOI https://doi.org/10.1109/tfuzz.2021.3057697

Kiani, Mehrin and Andreu-Perez, Javier and Hagras, Hani and Papageorgiou, Elpiniki I and Prasad, Mukesh and Lin, Chin-Teng (2022) Effective Brain Connectivity for fNIRS with Fuzzy Cognitive Maps in Neuroergonomics. IEEE Transactions on Cognitive and Developmental Systems, 14 (1). pp. 50-63. DOI https://doi.org/10.1109/TCDS.2019.2958423

Yosr, Ghozzi and Baklouti, Nesrine and Hagras, Hani and Ben ayed, Mounir and Alimi, Adel M (2022) Interval Type-2 Beta Fuzzy Near Sets Approach to Content-Based Image Retrieval. IEEE Transactions on Fuzzy Systems, 30 (3). pp. 805-817. DOI https://doi.org/10.1109/tfuzz.2021.3049900

Andreu-Perez, Javier and Hagras, Hani and Kiani, Mehrin and Rigato, Silvia and Filippetti, Maria Laura (2022) Towards Understanding Human Functional Brain Development with Explainable Artificial Intelligence: Challenges and Perspectives. IEEE Computational Intelligence Magazine, 17 (1). pp. 16-33. DOI https://doi.org/10.1109/MCI.2021.3129956

Kiani, Mehrin and Andreu-Perez, Javier and Hagras, Hani (2022) A Temporal Type-2 Fuzzy System for Time-dependent Explainable Artificial Intelligence. IEEE Transactions on Artificial Intelligence. pp. 1-15. DOI https://doi.org/10.1109/TAI.2022.3210895

Wolfe, Jareth C and Mikheeva, Liudmila A and Hagras, Hani and Zabet, Nicolae Radu (2021) An explainable artificial intelligence approach for decoding the enhancer histone modifications code and identification of novel enhancers in Drosophila. Genome Biology, 22 (1). 308-. DOI https://doi.org/10.1186/s13059-021-02532-7

Andreu-Perez, Javier and Emberson, Lauren L and Kiani, Mehrin and Filippetti, Maria Laura and Hagras, Hani and Rigato, Silvia (2021) Explainable Artificial Intelligence Based Analysis for Developmental Cognitive Neuroscience. Communications Biology, 4 (1). 1077-. DOI https://doi.org/10.1038/s42003-021-02534-y

Mai, Dinh Sinh and Ngo, Long Thanh and Trinh, Le Hung and Hagras, Hani (2021) A hybrid interval type-2 semi-supervised possibilistic fuzzy c-means clustering and particle swarm optimization for satellite image analysis. Information Sciences, 548. pp. 398-422. DOI https://doi.org/10.1016/j.ins.2020.10.003

Mendel, Jerry M and Chimatapu, Ravikiran and Hagras, Hani (2020) Comparing the Performance Potentials of Singleton and Non-singleton Type-1 and Interval Type-2 Fuzzy Systems in Terms of Sculpting the State Space. IEEE Transactions on Fuzzy Systems, 28 (4). pp. 783-794. DOI https://doi.org/10.1109/tfuzz.2019.2916103

Starkey, Andrew and Hagras, Hani and Shakya, Sid and Owusu, Gilbert (2019) iPatch: A Many-Objective Type-2 Fuzzy Logic System for Field Workforce Optimisation. IEEE Transactions on Fuzzy Systems, 27 (3). pp. 502-514. DOI https://doi.org/10.1109/TFUZZ.2018.2862394

Hagras, Hani (2018) Toward Human-Understandable, Explainable AI. Computer, 51 (9). pp. 28-36. DOI https://doi.org/10.1109/mc.2018.3620965

Andreu-Perez, Javier and Cao, Fan and Hagras, Hani and Yang, Guang (2018) A Self-Adaptive Online Brain Machine Interface of a Humanoid Robot through a General Type-2 Fuzzy Inference System. IEEE Transactions on Fuzzy Systems, 26 (1). pp. 101-116. DOI https://doi.org/10.1109/TFUZZ.2016.2637403

Almohammadi, Khalid and Hagras, Hani and Yao, Bo and Alzahrani, Abdulkareem and Alghazzawi, Daniyal and Aldabbagh, Ghadah (2017) A type-2 fuzzy logic recommendation system for adaptive teaching. Soft Computing, 21 (4). pp. 965-979. DOI https://doi.org/10.1007/s00500-015-1826-y

Almohammadi, Khalid and Hagras, Hani and Alghazzawi, Daniyal and Aldabbagh, Ghadah (2016) Users-Centric Adaptive Learning System Based on Interval Type-2 Fuzzy Logic for Massively Crowded E-Learning Platforms. Journal of Artificial Intelligence and Soft Computing Research, 6 (2). pp. 81-101. DOI https://doi.org/10.1515/jaiscr-2016-0008

Acampora, Giovanni and Alghazzawi, Daniyal and Hagras, Hani and Vitiello, Autilia (2016) An interval type-2 fuzzy logic based framework for reputation management in Peer-to-Peer e-commerce. Information Sciences, 333. pp. 88-107. DOI https://doi.org/10.1016/j.ins.2015.11.015

Bustince, Humberto and Barrenechea, Edurne and Pagola, Miguel and Fernandez, Javier and Xu, Zeshui and Bedregal, Benjamin and Montero, Javier and Hagras, Hani and Herrera, Francisco and De Baets, Bernard (2016) A Historical Account of Types of Fuzzy Sets and Their Relationships. IEEE Transactions on Fuzzy Systems, 24 (1). pp. 179-194. DOI https://doi.org/10.1109/tfuzz.2015.2451692

Starkey, Andrew and Hagras, Hani and Shakya, Sid and Owusu, Gilbert (2016) A multi-objective genetic type-2 fuzzy logic based system for mobile field workforce area optimization. Information Sciences, 329. pp. 390-411. DOI https://doi.org/10.1016/j.ins.2015.09.014

Bilgin, Aysenur and Hagras, Hani and Ghelli, Alessandro and Alghazzawi, Daniyal and Aldabbagh, Ghadah (2015) An Ambient Intelligent and Energy Efficient Food Preparation System Using Linear General Type-2 Fuzzy Logic Based Computing with Words Framework [Application Notes]. IEEE Computational Intelligence Magazine, 10 (4). pp. 66-78. DOI https://doi.org/10.1109/mci.2015.2471255

Sola, Humberto Bustince and Fernandez, Javier and Hagras, Hani and Herrera, Francisco and Pagola, Miguel and Barrenechea, Edurne (2015) Interval Type-2 Fuzzy Sets are Generalization of Interval-Valued Fuzzy Sets: Toward a Wider View on Their Relationship. IEEE Transactions on Fuzzy Systems, 23 (5). pp. 1876-1882. DOI https://doi.org/10.1109/tfuzz.2014.2362149

Sanz, Jose Antonio and Bernardo, Dario and Herrera, Francisco and Bustince, Humberto and Hagras, Hani (2015) A Compact Evolutionary Interval-Valued Fuzzy Rule-Based Classification System for the Modeling and Prediction of Real-World Financial Applications With Imbalanced Data. IEEE Transactions on Fuzzy Systems, 23 (4). pp. 973-990. DOI https://doi.org/10.1109/tfuzz.2014.2336263

Kumbasar, Tufan and Hagras, Hani (2015) A Self-Tuning zSlices-Based General Type-2 Fuzzy PI Controller. IEEE Transactions on Fuzzy Systems, 23 (4). pp. 991-1013. DOI https://doi.org/10.1109/tfuzz.2014.2336267

Alhaddad, Mohammed J and Mohammed, Ahmed and Kamel, Mahmoud and Hagras, Hani (2015) A genetic interval type-2 fuzzy logic-based approach for generating interpretable linguistic models for the brain P300 phenomena recorded via brain–computer interfaces. Soft Computing, 19 (4). pp. 1019-1035. DOI https://doi.org/10.1007/s00500-014-1312-y

Hagras, Hani and Alghazzawi, Daniyal and Aldabbagh, Ghadah (2015) Employing Type-2 Fuzzy Logic Systems in the Efforts to Realize Ambient Intelligent Environments [Application Notes]. IEEE Computational Intelligence Magazine, 10 (1). pp. 44-51. DOI https://doi.org/10.1109/mci.2014.2350952

Yao, Bo and Hagras, Hani and Alhaddad, Mohammed J and Alghazzawi, Daniyal (2015) A fuzzy logic-based system for the automation of human behavior recognition using machine vision in intelligent environments. Soft Computing, 19 (2). pp. 499-506. DOI https://doi.org/10.1007/s00500-014-1270-4

Kumbasar, Tufan and Hagras, Hani (2014) Big Bang–Big Crunch optimization based interval type-2 fuzzy PID cascade controller design strategy. Information Sciences, 282. pp. 277-295. DOI https://doi.org/10.1016/j.ins.2014.06.005

Naim, Syibrah and Hagras, Hani (2014) A type 2-hesitation fuzzy logic based multi-criteria group decision making system for intelligent shared environments. Soft Computing, 18 (7). pp. 1305-1319. DOI https://doi.org/10.1007/s00500-013-1145-0

Bilgin, Aysenur and Hagras, Hani and Malibari, Areej and Alhaddad, Mohammed J and Alghazzawi, Daniyal (2013) Towards a linear general type-2 fuzzy logic based approach for computing with words. Soft Computing, 17 (12). pp. 2203-2222. DOI https://doi.org/10.1007/s00500-013-1046-2

Bernardo, Dario and Hagras, Hani and Tsang, Edward (2013) A genetic type-2 fuzzy logic based system for the generation of summarised linguistic predictive models for financial applications. Soft Computing, 17 (12). pp. 2185-2201. DOI https://doi.org/10.1007/s00500-013-1102-y

Garcia-Valverde, Teresa and Garcia-Sola, Alberto and Hagras, Hani and Dooley, James A and Callaghan, Victor and Botia, Juan A (2013) A Fuzzy Logic-Based System for Indoor Localization Using WiFi in Ambient Intelligent Environments. IEEE Transactions on Fuzzy Systems, 21 (4). pp. 702-718. DOI https://doi.org/10.1109/tfuzz.2012.2227975

Mendel, Jerry M and Hagras, Hani and John, Robert I (2013) Guest Editorial for the special issue on type-2 fuzzy sets and systems. IEEE Transactions on Fuzzy Systems, 21 (3). pp. 397-398. DOI https://doi.org/10.1109/tfuzz.2013.2259062

Lee, Chang-Shing and Wang, Mei-Hui and Chen, Yu-Jen and Hagras, Hani and Wu, Meng-Jhen and Teytaud, Olivier (2012) Genetic fuzzy markup language for game of NoGo. Knowledge-Based Systems, 34. pp. 64-80. DOI https://doi.org/10.1016/j.knosys.2012.02.006

Wagner, Christian and Goumopoulos, Christos and Hagras, Hani (2012) Emerging and adaptive fuzzy logic based behaviours in activity sphere centred ambient ecologies. Pervasive and Mobile Computing, 8 (4). pp. 500-521. DOI https://doi.org/10.1016/j.pmcj.2011.10.007

Hagras, Hani and Wagner, Christian (2012) Towards the Wide Spread Use of Type-2 Fuzzy Logic Systems in Real World Applications. IEEE Computational Intelligence Magazine, 7 (3). pp. 14-24. DOI https://doi.org/10.1109/mci.2012.2200621

Sahab, Nazanin and Hagras, Hani (2011) Adaptive Non-singleton Type-2 Fuzzy Logic Systems: A Way Forward for Handling Numerical Uncertainties in Real World Applications. International Journal of Computers Communications & Control, 6 (3). p. 503. DOI https://doi.org/10.15837/ijccc.2011.3.2133

Wagner, Christian and Hagras, Hani (2010) Toward General Type-2 Fuzzy Logic Systems Based on zSlices. IEEE Transactions on Fuzzy Systems, 18 (4). pp. 637-660. DOI https://doi.org/10.1109/tfuzz.2010.2045386

Duman, Hakan and Hagras, Hani and Callaghan, Victor (2010) A multi-society-based intelligent association discovery and selection for ambient intelligence environments. ACM Transactions on Autonomous and Adaptive Systems, 5 (2). pp. 1-34. DOI https://doi.org/10.1145/1740600.1740603

Mendel, Jerry and Zadeh, Lotfi and Trillas, Enric and Yager, Ronald and Lawry, Jonathan and Hagras, Hani and Guadarrama, Sergio (2010) What Computing with Words Means to Me [Discussion Forum. IEEE Computational Intelligence Magazine, 5 (1). pp. 20-26. DOI https://doi.org/10.1109/mci.2009.934561

Tawil, Elias and Hagras, Hani (2009) An Adaptive Genetic-Based Incremental Architecture for the On-Line Coordination of Embedded Agents. Cognitive Computation, 1 (4). pp. 300-326. DOI https://doi.org/10.1007/s12559-009-9022-y

Cook, Diane J and Hagras, Hani and Callaghan, Vic and Helal, Abdesalam (2009) Making our environments intelligent. Pervasive and Mobile Computing, 5 (5). pp. 556-557. DOI https://doi.org/10.1016/j.pmcj.2009.06.007

Hagras, Hani (2008) Employing computational intelligence to generate more intelligent and energy efficient living spaces. International Journal of Automation and Computing, 5 (1). pp. 1-9. DOI https://doi.org/10.1007/s11633-008-0001-7

Hagras, Hani (2007) Embedding Computational Intelligence in Pervasive Spaces. IEEE Pervasive Computing, 6 (3). pp. 85-89. DOI https://doi.org/10.1109/mprv.2007.54

Book Section

Starkey, Andrew and Hagras, Hani and Shakya, Siddhartha and Owusu, Gilbert (2016) A Genetic Algorithm Based Approach for the Simultaneous Optimisation of Workforce Skill Sets and Team Allocation. In: Research and Development in Intelligent Systems XXXIII - Incorporating Applications and Innovations in Intelligent Systems XXIV. Proceedings of AI-2016, The Thirty-Sixth SGAI International Conference on Innovative Techniques and Applications of Artificial. Springer, 253 - 266. ISBN 978-3-319-47174-7

Wang, Mei-Hui and Lee, Chang-Shing and Hagras, Hani and Su, Ming-Kai and Tseng, Yu-Yang and Wang, Hui-Min and Wang, Yuan-Liang and Liu, Che-Hung (2013) Applying FML-Based Fuzzy Ontology to University Assessment. In: On the Power of Fuzzy Markup Language. Studies in Fuzziness and Soft Computing, 296 . Springer, 133 - 147. ISBN 978-3-642-35487-8

Huang, Hsien-De and Acampora, Giovanni and Loia, Vincenzo and Lee, Chang-Shing and Hagras, Hani and Wang, Mei-Hui and Kao, Hung-Yu and Chang, Jee-Gong (2013) Fuzzy Markup Language for Malware Behavioral Analysis. In: On the Power of Fuzzy Markup Language. Studies in Fuzziness and Soft Computing, 296 . Springer, 113 - 132. ISBN 978-3-642-35487-8

Dooley, James and Hagras, Hani and Callaghan, Vic and Henson, Martin (2013) The Tailored Fabric of Intelligent Environments. In: Internet of Things and Inter-cooperative Computational Technologies for Collective Intelligence. Studies in Computational Intelligence, 460 . Springer, 321 - 344. ISBN 9783642349515

Wang, Mei-Hui and Lee, Chang-Shing and Chen, Zhi-Wei and Hagras, Hani and Kuo, Su-E and Kuo, Hui-Ching and Cheng, Hui-Hua (2013) A Type-2 FML-Based Fuzzy Ontology for Dietary Assessment. In: On the Power of Fuzzy Markup Language. Studies in Fuzziness and Soft Computing, 296 . Springer, 149 - 168. ISBN 978-3-642-35487-8

Lee, Chang-Shing and Wang, Mei-Hui and Su, Ming-Kai and Wu, Min-Hsiang and Hagras, Hani (2013) A Type-2 FML-Based Meeting Scheduling Support System. In: On the Power of Fuzzy Markup Language. Studies in Fuzziness and Soft Computing, 296 . Springer, 169 - 187. ISBN 978-3-642-35487-8

Conference or Workshop Item

Al-Zeyadi, Mohammed and Andreu-Perez, Javier and Hagras, Hani and Royce, Chris and Smith, Darren and Rzonsowski, Piotr and Malik, Ali (2020) Deep Learning Towards Intelligent Vehicle Fault Diagnosis. In: 2020 International Joint Conference on Neural Networks (IJCNN), 2020-07-19 - 2020-07-24, Glasgow.

Rozman, Josip and Hagras, Hani and Andreu-Perez, Javier and Clarke, Damien and Muller, Beate and Data, Steve Fitz (2020) Privacy-Preserving Gesture Recognition with Explainable Type-2 Fuzzy Logic Based Systems. In: 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2020-07-19 - 2020-07-24, Glasgow.

Kiani, Mehrin and Andreu-Perez, Javier and Hagras, Hani and Filippetti, Maria Laura and Rigato, Silvia (2020) A Type-2 Fuzzy Logic Based Explainable Artificial Intelligence System for Developmental Neuroscience. In: 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2020-07-19 - 2020-07-24, Glasgow.

Ferreyra, Emmanuel and Hagras, Hani and Kern, Mathias and Owusu, Gilbert (2019) Enabling Field Force Operational Sustainability: A Big Bang-Big Crunch Type-2 Fuzzy Logic System for Goal-Driven Simulation. In: 2018 IEEE Symposium Series on Computational Intelligence (SSCI), 2018-11-18 - 2018-11-21, Bangalore, India.

Pena Rios, AC and Hagras, Hani and Owusu, Gilbert and Gardner, Michael (2018) A Type-2 Fuzzy Logic Based System for Augmented Reality Visualisation of Georeferenced Data. In: 2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2018-07-08 - 2018-07-13, Rio de Janeiro.

Clift, LG and Lepley, Jason and Hagras, Hani and Clark, Adrian (2018) Autonomous computational intelligence-based behaviour recognition in security and surveillance. In: SPIE Security + Defence 2018, 2018-09-10 - 2018-09-13, ESTREL Congress Centre Berlin, Germany.

Yao, Bo and Lepley, Jason J and Peall, Robert and Butler, Michael and Hagras, Hani (2016) Recognition of complex human behaviours using 3D imaging for intelligent surveillance applications. In: SPIE Security + Defence, ? - ?.

Starkey, Andrew and Hagras, Hani and Shakya, Sid and Owusu, Gilbert (2016) A comparison of particle swarm optimization and genetic algorithms for a multi-objective Type-2 fuzzy logic based system for the optimal allocation of mobile field engineers. In: 2016 IEEE Congress on Evolutionary Computation (CEC), 2016-07-24 - 2016-07-29.

Bilgin, Aysenur and Hagras, Hani and Alghazzawi, Daniyal and Malibari, Areej and Alhaddad, Mohammed J (2015) Employing an Enhanced Interval Approach to encode words into Linear General Type-2 fuzzy sets for Computing With Words applications. In: 2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2015-08-02 - 2015-08-05.

Kumbasar, Tufan and Hagras, Hani (2015) A Gradient Descent based online tuning Mechanism for PI Type Single input Interval Type-2 fuzzy logic controllers. In: 2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2015-08-02 - 2015-08-05.

Starkey, Andrew and Hagras, Hani and Shakya, Sid and Owusu, Gilbert (2015) A genetic type-2 fuzzy logic based approach for the optimal allocation of mobile field engineers to their working areas. In: 2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2015-08-02 - 2015-08-05.

Almohammadi, Khalid and Yao, Bo and Alzahrani, Abdulkareem and Hagras, Hani and Alghazzawi, Daniyal (2015) An interval type-2 fuzzy logic based system for improved instruction within intelligent e-learning platforms. In: 2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2015-08-02 - 2015-08-05.

Sakalli, Ahmet and Kumbasar, Tufan and Yesil, Engin and Hagras, Hani (2014) Analysis of the performances of type-1, self-tuning type-1 and interval type-2 fuzzy PID controllers on the Magnetic Levitation system. In: 2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2014-07-06 - 2014-07-11.

Kumbasar, Tufan and Ozturk, Cihan and Yesil, Engin and Hagras, Hani (2014) Performance evaluation of interval type-2 and online rule weighing based Type-1 Fuzzy PID controllers on a pH process. In: 2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2014-07-06 - 2014-07-11.

Yao, Bo and Hagras, Hani and Alghazzawi, Daniyal and Alhaddad, Mohammed J (2014) A Type-2 Fuzzy Logic based system for linguistic summarization of video monitoring in indoor intelligent environments. In: 2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2014-07-06 - 2014-07-11.

Almohammadi, Khalid and Yao, Bo and Hagras, Hani (2014) An interval type-2 fuzzy logic based system with user engagement feedback for customized knowledge delivery within intelligent E-learning platforms. In: 2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2014-07-06 - 2014-07-11.

Bilgin, Aysenur and Hagras, Hani and Upasane, Shreyas and Malibari, Areej and Alhaddad, Mohammed J and Alghazzawi, Daniyal (2014) An Adaptive Ambient Intelligent Platform for Recommending Recipes Using Computing with Words. In: 2014 International Conference on Intelligent Environments (IE), 2014-06-30 - 2014-07-04.

Yao, Bo and Hagras, Hani and Alghazzawi, Daniyal and Alhaddad, Mohammed J (2013) A Big Bang-Big Crunch Optimization for a Type-2 Fuzzy Logic Based Human Behaviour Recognition System in Intelligent Environments. In: 2013 IEEE International Conference on Systems, Man and Cybernetics (SMC 2013), 2013-10-13 - 2013-10-16.

Bilgin, Aysenur and Hagras, Hani and Malibari, Areej and Alghazzawi, Daniyal and Mohammed, J (2013) A Computing with Words Framework for Ambient Intelligence. In: 2013 IEEE International Conference on Systems, Man and Cybernetics (SMC 2013), 2013-10-13 - 2013-10-16.

Almohammadi, Khalid and Hagras, Hani (2013) An Interval Type-2 Fuzzy Logic Based System for Customised Knowledge Delivery within Pervasive E-Learning Platforms. In: 2013 IEEE International Conference on Systems, Man and Cybernetics (SMC 2013), 2013-10-13 - 2013-10-16.

Kumbasar, Tufan and Hagras, Hani (2013) A Type-2 Fuzzy Cascade Control Architecture for Mobile Robots. In: 2013 IEEE International Conference on Systems, Man and Cybernetics (SMC 2013), 2013-10-13 - 2013-10-16.

Bernardo, Dario and Hagras, Hani and Tsang, Edward (2013) A Genetic Type-2 fuzzy logic based system for financial applications modelling and prediction. In: 2013 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2013-07-07 - 2013-07-10.

Ghelli, Alessandro and Hagras, Hani and Dooley, James (2013) Towards realising an intelligent and energy efficient hob by employing a fuzzy logic based embedded agent approach. In: 2013 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2013-07-07 - 2013-07-10.

Yao, Bo and Hagras, Hani and Alghazzawi, Daniyal and Alhaddad, Mohammed J (2013) A Type-2 fuzzy logic machine vision based approach for human behaviour recognition in intelligent environments. In: 2013 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2013-07-07 - 2013-07-10.

Kumbasar, Tufan and Hagras, Hani (2013) A big bang-big crunch optimization based approach for interval type-2 fuzzy PID controller design. In: 2013 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2013-07-07 - 2013-07-10.

Bilgin, Aysenur and Hagras, Hani and Malibari, Areej and Alhaddad, Mohammed J and Alghazzawi, Daniyal (2013) An experience based linear general type-2 fuzzy logic approach for Computing With Words. In: 2013 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2013-07-07 - 2013-07-10.

Naim, Syibrah and Hagras, Hani (2013) A general type-2 fuzzy logic based approach for Multi-Criteria Group Decision Making. In: 2013 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2013-07-07 - 2013-07-10.

Mohamed, Ahmed and Hagras, Hani and Liret, Anne and Shakya, Sid and Owusu, Gilbert (2013) A genetic interval type-2 fuzzy logic based approach for operational resource planning. In: 2013 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2013-07-07 - 2013-07-10.

Bostanci, Betul and Hagras, Hani and Dooley, James (2013) A neuro fuzzy embedded agent approach towards the development of an intelligent refrigerator. In: 2013 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2013-07-07 - 2013-07-10.

Mohamed, Ahmed and Hagras, Hani and Shakya, Sid and Owusu, Gilbert (2013) A fuzzy-genetic tactical resource planner for workforce allocation. In: 2013 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS), 2013-04-16 - 2013-04-19.

Huang, Hsien-De and Lee, Chang-Shing and Hagras, Hani and Kao, Hung-Yu (2012) TWMAN+: A Type-2 fuzzy ontology model for malware behavior analysis. In: 2012 IEEE International Conference on Systems, Man and Cybernetics - SMC, 2012-10-14 - 2012-10-17.

Bilgin, Aysenur and Dooley, James and Whittington, Luke and Hagras, Hani and Henson, Martin and Wagner, Christian and Malibari, Areej and Al-Ghamdi, Abdullah and Alhaddad, Mohammed J and Alghazzawi, Daniyal (2012) Dynamic Profile-Selection for zSlices based type-2 fuzzy agents controlling multi-user Ambient Intelligent Environments. In: 2012 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2012-06-10 - 2012-06-15.

Bilgin, Aysenur and Hagras, Hani and Malibari, Areej and Alhaddad, Mohammed J and Alghazzawi, Daniyal (2012) Towards a general type-2 fuzzy logic approach for Computing With Words using linear adjectives. In: 2012 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2012-06-10 - 2012-06-15.

Sahab, Nazanin and Hagras, Hani (2012) Towards comparing adaptive type-2 input based non-singleton type-2 FLS and non-singleton FLSs employing Gaussian inputs. In: 2012 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2012-06-10 - 2012-06-15.

Garcia-Valverde, Teresa and Garcia-Sola, Alberto and Gomez-Skarmeta, Antonio and Botia, Juan A and Hagras, Hani and Dooley, James and Callaghan, Victor (2012) An adaptive learning fuzzy logic system for indoor localisation using Wi-Fi in Ambient Intelligent Environments. In: 2012 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2012-06-10 - 2012-06-15.

Ros, Maria and Delgado, Miguel and Vila, Amparo and Hagras, Hani and Bilgin, Aysenur (2012) A fuzzy logic approach for learning daily human activities in an Ambient Intelligent Environment. In: 2012 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2012-06-10 - 2012-06-15.

Naim, Syibrah and Hagras, Hani and Garibaldi, Jonathan M (2012) A fuzzy logic based Multi-criteria Group Decision Making system for the assesement of umbilical cord acid-base balance. In: 2012 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2012-06-10 - 2012-06-15.

Naim, Syibrah and Hagras, Hani (2012) A hybrid approach for Multi-Criteria Group Decision Making based on interval type-2 fuzzy logic and Intuitionistic Fuzzy evaluation. In: 2012 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2012-06-10 - 2012-06-15.

Kassem, Summer and Hagras, Hani and Owusu, Gilbert and Shakya, Sid (2012) A type2 Fuzzy Logic System for workforce management in the telecommunications domain. In: 2012 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2012-06-10 - 2012-06-15.

Lee, Chang-Shing and Wang, Mei-Hui and Chen, Yu-Jen and Hagras, Hani (2011) Fuzzy Markup Language for game of NoGo. In: 2011 IEEE International Conference on Granular Computing (GrC-2011), 2011-11-08 - 2011-11-10.

Dooley, James and Henson, Martin and Callaghan, Vic and Hagras, Hani and Al-Ghazzawi, Daniyal and Malibari, Areej and Al-Haddad, Mohammed and Al-Ghamdi, Abdullah Al-Malaise (2011) A Formal Model for Space Based Ubiquitous Computing. In: 2011 7th International Conference on Intelligent Environments (IE), 2011-07-25 - 2011-07-28.

Helal, Sumi and Lee, Jae Woong and Hossain, Shantonu and Kim, Eunju and Hagras, Hani and Cook, Diane (2011) Persim - Simulator for Human Activities in Pervasive Spaces. In: 2011 7th International Conference on Intelligent Environments (IE), 2011-07-25 - 2011-07-28.

Wagner, Christian and Hagras, Hani (2011) Interpreting fuzzy set operations and Multi Level Agreement in a Computing with Words context. In: 2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2011-06-27 - 2011-06-30.

Sahab, Nazanin and Hagras, Hani (2011) An adaptive type-2 input based nonsingleton type-2 Fuzzy Logic System for real world applications. In: 2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2011-06-27 - 2011-06-30.

Wagner, Christian and Hagras, Hani (2011) Employing zSlices based general type-2 fuzzy sets to model multi level agreement. In: 2011 IEEE Symposium On Advances In Type-2 Fuzzy Logic Systems - Part Of 17273 - 2011 Ssci, 2011-04-11 - 2011-04-15.

Dooley, James and Wagner, Christian and Hagras, Hani and Pruvost, Gaetan (2011) FollowMe: The Persistent GUI. In: 2011 6th International Symposium on Parallel Computing in Electrical Engineering (PARELEC), 2011-04-03 - 2011-04-07.

Cara, Ana Belen and Rojas, Ignacio and Pomares, Hector and Wagner, Christian and Hagras, Hani (2011) On comparing non-singleton type-1 and singleton type-2 fuzzy controllers for a nonlinear servo system. In: 2011 IEEE Symposium On Advances In Type-2 Fuzzy Logic Systems - Part Of 17273 - 2011 Ssci, 2011-04-11 - 2011-04-15.

Almehdar, Mohammed and Hagras, Hani (2011) An adaptive type-2 fuzzy based charging technique for market design agents in uncertain environments. In: 2011 Ieee Symposium On Intelligent Agents - Part Of 17273 - 2011 Ssci, 2011-04-11 - 2011-04-15.

Sahab, Nazanin and Hagras, Hani (2011) An Adaptive Type-2 Input Based Non-SingletonType-2 Fuzzy Logic System for Real World Applications. In: Proceedings of the 2011 IEEE International Conference on Fuzzy Systems.

Dooley, James and Henson, Martin and Callaghan, Victor and Hagras, Hani and Al-Ghazzawi, Daniyal and Malibari, Areej and Al-Haddad, Mohammed and Al-Malaise Al-Ghamdi, Abdullah (2011) Formal Model For Space Based Ubiquitous Computing. In: Proceedings of the 2011 International Conference on Intelligent Environments.

Dooley, James and Callaghan, Vic and Hagras, Hani and Gardner, Michael and Ghanbari, Mohammed and Al-Ghazzawi, Daniyal (2011) The Intelligent Classroom : Beyond Four Walls. In: UNSPECIFIED, ? - ?.

Hagras, Hani (2011) Towards Online Adaptive Ambient Intelligent Environments for Multiple Occupants. In: UNSPECIFIED, ? - ?.

Zaher, Mina and Hagras, Hani (2010) Data generated type-2 fuzzy logic model for control of wind turbines. In: 2010 10th International Conference on Intelligent Systems Design and Applications (ISDA), 2010-11-29 - 2010-12-01.

Wagner, Christian and Hagras, Hani (2010) Uncertainty and type-2 fuzzy sets and systems. In: 2010 UK Workshop on Computational Intelligence (UKCI), 2010-09-08 - 2010-09-10.

Wagner, Christian and Hagras, Hani (2010) A collection operator for type-2 fuzzy logic systems. In: 2010 UK Workshop on Computational Intelligence (UKCI), 2010-09-08 - 2010-09-10.

Sahab, Nazanin and Hagras, Hani (2010) A hybrid approach to modeling input variables in non-singleton type-2 Fuzzy Logic Systems. In: 2010 UK Workshop on Computational Intelligence (UKCI), 2010-09-08 - 2010-09-10.

Wagner, Christian and Hagras, Hani (2010) Fuzzy Composite Concepts based on human reasoning. In: Integration (2010 IRI), 2010-08-04 - 2010-08-06.

Ramadan, Rabie A and Hagras, Hani and Nawito, Moustafa and Faham, Amr El and Eldesouky, Bahaa (2010) The Intelligent Classroom: Towards an Educational Ambient Intelligence Testbed. In: 2010 6th International Conference on Intelligent Environments (IE), 2010-07-19 - 2010-07-21.

Dooley, James and Callaghan, Vic and Hagras, Hani and Bull, Phil (2010) Simpleware Device Surrogates: Enabling High-Level Description and Interaction with Resource Constrained Devices. In: 2010 6th International Conference on Intelligent Environments (IE), 2010-07-19 - 2010-07-21.

Ibrahim, Mohamed and Khairy, Amr and Hagras, Hani and Zaher, Mina (2010) Using a fuzzy agent in modeling lead-acid battery operating in grid connected wind energy conversion systems. In: 2010 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2010-07-18 - 2010-07-23.

Hagras, Hani and Ramadan, Rabie and Nawito, Mousata and Gabr, Hala and Zaher, Mina and Fahmy, Hussien (2010) A fuzzy based hierarchical coordination and control system for a robotic agent team in the robot Hockey competition. In: 2010 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2010-07-18 - 2010-07-23.

Elfaham, Amr and Hagras, Hani and Helal, Sumi and Hossain, Shantonu and Lee, Jae Woong and Cook, Diane (2010) A fuzzy based verification agent for the Persim human activity simulator in Ambient Intelligent Environments. In: 2010 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2010-07-18 - 2010-07-23.

Almehdar, Mohamed and Hagras, Hani (2010) An intelligent fuzzy based system for market design agents. In: 2010 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2010-07-18 - 2010-07-23.

Zaher, Mina and Hagras, Hani and Khairy, Amr and Ibrahim, Mohamed (2010) A type-2 fuzzy logic based model for renewable wind energy generation. In: 2010 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2010-07-18 - 2010-07-23.

Bellik, Yacine and Kameas, Achilles and Goumopoulos, Christos and Hagras, Hani and Heinroth, Tobias and Pruvost, Gaëtan and Meliones, Apostolos and Economou, Dimitris and Minker, Wolfgang and Gardner, Michael (2009) Multidimensional Pervasive Adaptation into Ambient Intelligent Environments. In: 2009 International Conference on Dependable, Autonomic and Secure Computing (DASC), 2009-12-12 - 2009-12-14.

Dooley, James and Callaghan, Vic and Hagras, Hani and Bull, Phil (2009) Discovering the home: Advanced concepts. In: 2009 Second International Conference on the Applications of Digital Information and Web Technologies (ICADIWT), 2009-08-04 - 2009-08-06.

Doctor, Faiyaz and Hagras, Hani and Roberts, Dewi and Callaghan, Victor (2009) A neuro-fuzzy based agent for group decision support in applicant ranking within human resources systems. In: 2009 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2009-08-20 - 2009-08-24.

Doctor, Faiyaz and Hagras, Hani and Roberts, Dewi and Callaghan, Victor (2009) A fuzzy based agent for group decision support of applicants ranking within recruitment systems. In: 2009 IEEE Symposium on Intelligent Agents (IA), 2009-03-30 - 2009-04-02.

El-Desouky, Bahaa and Hagras, Hani (2009) An Adaptive Type-2 Fuzzy Logic Based Agent for Multi-Occupant Ambient Intelligent Environments. In: UNSPECIFIED, ? - ?.

Kameas, Achilles D and Goumopoulos, Christos and Hagras, Hani and Callaghan, Victor and Heinroth, Tobias and Weber, Michael (2009) An Architecture That Supports Task-Centered Adaptation In Intelligent Environments. In: UNSPECIFIED, ? - ?.

Mowafey, Sherief and Schmitt, Alexander and Hagras, Hani and Minker, Wolfgang (2009) Creating an Ambient Intelligent Environment with an Emotion-Aware System. In: UNSPECIFIED, ? - ?.

Elkasrawy, Sarah and Hagras, Hani and Nawito, Moustafa (2009) An Intelligent System for Extracting Intro and Outre Times in Songs Using Artificial Neural Networks. In: UNSPECIFIED, ? - ?.

Lee, Chang-Shing and Wang, Mei-Hui and Hsu, Chin-Yuan and Hagras, Hani (2009) A Novel Type-2 Fuzzy Ontology and Its Application to Diet Assessment. In: 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, 2009-09-15 - 2009-09-18.

Kameas, Achilles and Goumopoulos, Christos and Hagras, Hani and Gardner, Michael and Heinroth, Tobias and Minker, Wolfgang and Meliones, Apostolos and Economou, Dimitris and Bellik, Yacine and Pruvost, Gaëtan (2009) A Pervasive System Architecture That Supports Adaptation Using Agents and Ontologies. In: 2009 10th International Symposium on Pervasive Systems, Algorithms, and Networks, 2009-12-14 - 2009-12-16.

Heinroth, Tobias and Kameas, Achilles and Hagras, Hani and Bellik, Yacine (2009) Semi-tacit Adaptation of Intelligent Environments. In: UNSPECIFIED, ? - ?.

El-Faham, Ayman and Hagras, Hani (2009) A Speech Recognizer Based Intelligent Agent For Ambient Intelligent Environments. In: UNSPECIFIED, ? - ?.

Hagras, Hani (2008) Type-2 Fuzzy Logic Controllers: A Way Forward for Fuzzy Systems in Real World Environments. In: UNSPECIFIED, ? - ?.

Hagras, Hani (2008) Developing a type-2 FLC through embedded type-1 FLCs. In: 2008 IEEE 16th International Conference on Fuzzy Systems (FUZZ-IEEE), 2008-06-01 - 2008-06-06.

Hagras, Hani and Packharn, Ian and Vanderstockt, Yann and McNulty, Nicholas and Vadher, Abhay and Doctor, Faiyaz (2008) An intelligent agent based approach for energy management in commercial buildings. In: 2008 IEEE 16th International Conference on Fuzzy Systems (FUZZ-IEEE), 2008-06-01 - 2008-06-06.

Doctor, Faiyaz and Hagras, Hani and Roberts, Dewi and Callaghan, Victor (2008) A type-2 fuzzy based system for handling the uncertainties in group decisions for ranking job applicants within Human Resources systems. In: 2008 IEEE 16th International Conference on Fuzzy Systems (FUZZ-IEEE), 2008-06-01 - 2008-06-06.

Wagner, Christian and Hagras, Hani (2008) zSlices — towards bridging the gap between interval and general type-2 fuzzy logic. In: 2008 IEEE 16th International Conference on Fuzzy Systems (FUZZ-IEEE), 2008-06-01 - 2008-06-06.

Lynch, Christopher and Hagras, Hani and Callaghan, Victor (2007) Parallel Type-2 Fuzzy Logic Co-Processors for Engine Management. In: 2007 IEEE International Fuzzy Systems Conference, 2007-07-23 - 2007-07-26.

Book

Mendel, Jerry M and Hagras, Hani and Tan, Woei-Wan and Melek, William W and Ying, Hao (2014) Introduction to Type-2 Fuzzy Logic Control. John Wiley & Sons, Inc., pp. 1-354. ISBN 9781118278390

This list was generated on Tue Feb 7 03:51:06 2023 GMT.