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Chen, Song and Kirton-Wingate, Jasper and Doctor, Faiyaz and Arshad, Usama and Dashtipour, Kia and Gogate, Mandar and Halim, Zahid and Al-Dubai, Ahmed and Arslan, Tughrul and Hussain, Amir (2024) Context-Aware Audio-Visual Speech Enhancement Based on Neuro-Fuzzy Modelling and User Preference Learning. IEEE Transactions on Fuzzy Systems, 32 (10). pp. 5400-5412. DOI https://doi.org/10.1109/tfuzz.2024.3435050 (In Press)
Areeb, Qazi Mohammad and Nadeem, Mohammad and Sohail, Shahab Saquib and Imam, Raza and Doctor, Faiyaz and Himeur, Yassine and Hussain, Amir and Amira, Abbes (2023) Filter Bubbles in Recommender Systems: Fact or Fallacy - A Systematic Review. Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 13 (6). DOI https://doi.org/10.1002/widm.1512
Hijji, Mohammad and Iqbal, Rahat and Pandey, Anup and Doctor, Faiyaz and Karyotis, Charalampos and Rajeh, Wahid and Alshehri, Ali and Aradah, Fahad (2023) 6G Connected Vehicle Framework to Support Intelligent Road Maintenance using Deep Learning Data Fusion. IEEE Transactions on Intelligent Transportation Systems, 24 (7). pp. 7726-7735. DOI https://doi.org/10.1109/tits.2023.3235151 (In Press)
Al Farsi, Alya and Petrovic, Dobrila and Doctor, Faiyaz (2023) A Non-Iterative Reasoning Algorithm for Fuzzy Cognitive Maps based on Type 2 Fuzzy Sets. Information Sciences, 622. pp. 319-336. DOI https://doi.org/10.1016/j.ins.2022.11.152
Karthikeyan, Srinidhi and Garcia Seco De Herrera, Alba and Doctor, Faiyaz and Mirza, Asim (2022) An OCR Post-correction Approach using Deep Learning for Processing Medical Reports. IEEE Transactions on Circuits and Systems for Video Technology, 32 (5). pp. 2574-2581. DOI https://doi.org/10.1109/TCSVT.2021.3087641
Doctor, Faiyaz and Budd, Thomas and Williams, Paul D and Prescott, Matt and Iqbal, Rahat (2022) Modelling the effect of electric aircraft on airport operations and infrastructure. Technological Forecasting and Social Change, 177. p. 121553. DOI https://doi.org/10.1016/j.techfore.2022.121553
Kiziltepe, Rukiye Savran and Sweeney, Lorin and Constantin, Mihai Gabriel and Doctor, Faiyaz and GarcĂa Seco de Herrera, Alba and Demarty, Claire-HĂ©lĂ©ne and Healy, Graham and Ionescu, Bogdan and Smeaton, Alan F (2021) An annotated video dataset for computing video memorability. Data in Brief, 39. p. 107671. DOI https://doi.org/10.1016/j.dib.2021.107671
Maniak, Tomasz and Iqbal, Rahat and Doctor, Faiyaz (2021) Hierarchical spatial-temporal state machine for vehicle instrument cluster manufacturing. IEEE Transactions on Intelligent Transportation Systems, 22 (7). pp. 4131-4140. DOI https://doi.org/10.1109/TITS.2020.3018054
Khan, Muhammad and Obaidat, Mohammad S and Hussain, Tanveer and Del Ser, Javier and Kumar, Neeraj and Tanveer, Mohammad and Doctor, Faiyaz (2021) Fuzzy Logic in Surveillance Big Video Data Analysis: Comprehensive Review, Challenges, and Research Directions. ACM Computing Surveys, 54 (3). pp. 1-33. DOI https://doi.org/10.1145/3444693
Wei, Zi-Xiao and Doctor, Faiyaz and Liu, Yan-Xin and Fan, Shou-Zen and Shieh, Jiann-Shing (2020) An Optimized Type-2 Self-Organizing Fuzzy Logic Controller Applied in Anesthesia for Propofol Dosing to Regulate BIS. IEEE Transactions on Fuzzy Systems, 28 (6). pp. 1062-1072. DOI https://doi.org/10.1109/tfuzz.2020.2969384
Iqbal, R and Doctor, F and More, B and Mahmud, S and Yousuf, U (2020) Big Data analytics and Computational Intelligence for Cyber Physical Systems: Recent trends and state of the art applications. Future Generation Computer Systems, 105. pp. 766-778. DOI https://doi.org/10.1016/j.future.2017.10.021
Iqbal, R and Doctor, F and More, B and Mahmud, S and Yousuf, U (2020) Big data analytics: Computational intelligence techniques and application areas. Technological Forecasting and Social Change, 153. p. 119253. DOI https://doi.org/10.1016/j.techfore.2018.03.024
Goudarzi, Shidrokh and Anisi, Mohammad Hossein and Kama, Nazri and Doctor, Faiyaz and Soleymani, Seyed Ahmad and Sangaiah, Arun Kumar (2019) Predictive modelling of building energy consumption based on a hybrid nature-inspired optimization algorithm. Energy and Buildings, 196. pp. 83-93. DOI https://doi.org/10.1016/j.enbuild.2019.05.031
Iqbal, Rahat and Maniak, Tomasz and Doctor, Faiyaz and Karyotis, Charalampos (2019) Fault Detection and Isolation in Industrial Processes Using Deep Learning Approaches. IEEE Transactions on Industrial Informatics, 15 (5). pp. 3077-3084. DOI https://doi.org/10.1109/tii.2019.2902274
Navarro, J and Doctor, F and Zamudio, V and Iqbal, R and Sangaiah, AK and Lino, C (2018) Fuzzy adaptive cognitive stimulation therapy generation for Alzheimer’s sufferers: Towards a pervasive dementia care monitoring platform. Future Generation Computer Systems, 88. pp. 479-490. DOI https://doi.org/10.1016/j.future.2018.06.018
Goudarzi, S and Kama, MN and Anisi, MH and Soleymani, SA and Doctor, F (2018) Self-Organizing Traffic Flow Prediction with an Optimized Deep Belief Network for Internet of Vehicles. Sensors, 18 (10). p. 3459. DOI https://doi.org/10.3390/s18103459
Birek, Lech and Grzywaczewski, Adam and Iqbal, Rahat and Doctor, Faiyaz and Chang, Victor (2018) A novel Big Data analytics and intelligent technique to predict driver's intent. Computers in Industry, 99. pp. 226-240. DOI https://doi.org/10.1016/j.compind.2018.03.025
Yu, Yu-Ning and Doctor, Faiyaz and Fan, Shou-Zen and Shieh, Jiann-Shing (2018) An Adaptive Monitoring Scheme for Automatic Control of Anaesthesia in dynamic surgical environments based on Bispectral Index and Blood Pressure. Journal of Medical Systems, 42 (5). 95-. DOI https://doi.org/10.1007/s10916-018-0933-6
Karyotis, Charalampos and Doctor, Faiyaz and Iqbal, Rahat and James, Anne and Chang, Victor (2018) A fuzzy computational model of emotion for cloud based sentiment analysis. Information Sciences, 433-43. pp. 448-463. DOI https://doi.org/10.1016/j.ins.2017.02.004
Liu, G and Liu, S and Muhammad, K and Sangaiah, AK and Doctor, F (2018) Object Tracking in Vary Lighting Conditions for Fog based Intelligent Surveillance of Public Spaces. IEEE Access, 6. pp. 29283-29296. DOI https://doi.org/10.1109/ACCESS.2018.2834916
Alhabashneh, O and Iqbal, R and Doctor, F and James, A (2017) Fuzzy rule based profiling approach for enterprise information seeking and retrieval. Information Sciences, 394-39. pp. 18-37. DOI https://doi.org/10.1016/j.ins.2016.12.040
Iqbal, Rahat and Grzywaczewski, Adam and Halloran, John and Doctor, Faiyaz and Iqbal, Kashif (2017) Design implications for task-specific search utilities for retrieval and re-engineering of code. Enterprise Information Systems, 11 (5). pp. 738-757. DOI https://doi.org/10.1080/17517575.2015.1086494
Mahmud, Shahid and Iqbal, Rahat and Doctor, Faiyaz (2016) Cloud enabled data analytics and visualization framework for health-shocks prediction. Future Generation Computer Systems, 65. pp. 169-181. DOI https://doi.org/10.1016/j.future.2015.10.014
Akuma, Stephen and Iqbal, Rahat and Jayne, Chrisina and Doctor, Faiyaz (2016) Comparative analysis of relevance feedback methods based on two user studies. Computers in Human Behavior, 60. pp. 138-146. DOI https://doi.org/10.1016/j.chb.2016.02.064
Doctor, F and Syue, C-H and Liu, Y-X and Shieh, J-S and Iqbal, R (2016) Type-2 fuzzy sets applied to multivariable self-organizing fuzzy logic controllers for regulating anesthesia. Applied Soft Computing, 38. pp. 872-889. DOI https://doi.org/10.1016/j.asoc.2015.10.014
Shih, Mu-Tzu and Doctor, Faiyaz and Fan, Shou-Zen and Jen, Kuo-Kuang and Shieh, Jiann-Shing (2015) Instantaneous 3D EEG Signal Analysis Based on Empirical Mode Decomposition and the Hilbert–Huang Transform Applied to Depth of Anaesthesia. Entropy, 17 (3). pp. 928-949. DOI https://doi.org/10.3390/e17030928
Maniak, Tomasz and Jayne, Chrisina and Iqbal, Rahat and Doctor, Faiyaz (2015) Automated intelligent system for sound signalling device quality assurance. Information Sciences, 294. pp. 600-611. DOI https://doi.org/10.1016/j.ins.2014.09.042
Liu, Y-X and Doctor, F and Fan, S-Z and Shieh, J-S (2014) Performance Analysis of Extracted Rule-Base Multivariable Type-2 Self-Organizing Fuzzy Logic Controller Applied to Anesthesia. BioMed Research International, 2014. pp. 1-19. DOI https://doi.org/10.1155/2014/379090
Doctor, Faiyaz and Iqbal, Rahat and Naguib, Raouf NG (2014) A fuzzy ambient intelligent agents approach for monitoring disease progression of dementia patients. Journal of Ambient Intelligence and Humanized Computing, 5 (1). pp. 147-158. DOI https://doi.org/10.1007/s12652-012-0135-x
del Campo, Inés and del Campo, Inés and Basterretxea, Koldo and Echanobe, Javier and Bosque, Guillermo and Doctor, Faiyaz (2012) A system-on-chip development of a neuro-fuzzy embedded agent for ambient-intelligence environments. IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, 42 (2). pp. 501-512. DOI https://doi.org/10.1109/tsmcb.2011.2168516
Book Section
Aloupogianni, Eleni and Doctor, Faiyaz and Karyotis, Charalampos and Maniak, Tomasz and Iqbal, Rahat (2024) A Digital Twin Architecture for Intelligent Traffic Management Based on Artificial Intelligence. In: Intelligent Environments 2024: Combined Proceedings of Workshops and Demos & Videos Session. Ambient Intelligence and Smart Environments, 33 . IOS Press, pp. 143-151. ISBN 978-1-64368-521-2. Official URL: http://doi.org/10.3233/AISE240026
Meza-Higuera, Jesus A and Zamudio-Rodriguez, Victor M and Doctor, Faiyaz and Baltazar-Flores, Rosario and Lino-Ramirez, Carlos and Rojas-Dominguez, Alfonso (2018) Modeling Independence and Security in Alzheimer's Patients Using Fuzzy Logic. In: Intelligent Data-Centric Systems. Academic Press, pp. 243-256. ISBN 978-0-12-812130-6. Official URL: https://doi.org/10.1016/B978-0-12-812130-6.00013-5
Conference or Workshop Item
Lee, Socretquuliqaa and Doctor, Faiyaz and Anisi, Mohammad Hossein and Goud, Shashank and Wang, Xiao and Ruthven, Stuart (2024) AI Driven Streamlining of Appliance Load Monitoring in Facilities Management. In: 19th Annual System of Systems Engineering Conference, 2024-06-23 - 2024-06-26, Tacoma, WA, USA.
Aloupogianni, Eleni and Doctor, Faiyaz and Karyotis, Charalampos and Maniak, Tomasz and Tang, Raymond and Iqbal, Rahat (2024) An AI-based Digital Twin Framework for Intelligent Traffic Management in Singapore. In: 4th International Conference on Electrical, Computer and Energy Technologies (ICECET 2024), 2024-07-25 - 2024-07-27, Sydney, Australia. (In Press)
Dutt, Varun and Hadjigeorgiou, Demetris and Galan, Lucas and Doctor, Faiyaz and Barakat, Lina and Isaacs, Kate (2024) Explainable Digital Creatives Performance Monitoring using Deep Feature Attribution. In: 19th Annual System of Systems Engineering Conference, 2024-06-23 - 2024-06-26, Tacoma, WA, USA. (In Press)
Dutt, Varun and Galan, Lucas and Doctor, Faiyaz and Barakat, Lina and Isaacs, Kate and Hadjigeorgiou, Demetris and Fumagalli, Aldo (2024) An AI Driven Pipeline for 6G Enabled Digital Creatives Identification, Performance Monitoring and Attribution. In: The 24th IEEE/ACM international Symposium on Cluster, Cloud and Internet Computing (CCGRID), 2024-05-06 - 2024-07-09, Philadelphia, USA. (In Press)
Aloupogianni, Eleni and Karyotis, Charalampos and Maniak, Tomasz and Iqbal, Rahat and Passas, Nikos and Vujicic, Zoran and Doctor, Faiyaz (2024) Network Slicing for Beyond 5G Networks using Machine Learning. In: The 24th IEEE/ACM international Symposium on Cluster, Cloud and Internet Computing (CCGRID), 2024-05-06 - 2024-06-09, Philadelphia, USA. (In Press)
Kattan, Ahmed and Doctor, Faiyaz (2023) Genetic Programming Lifelong Multitasking Evolution: LLGP-Tasking. In: IIEEE International Conference on Systems, Man, and Cybernetics (SMC), 2023-10-01 - 2023-10-04, Maui, Hawaii. (In Press)
Garcia Seco De Herrera, Alba and Savran Kiziltepe, Rukiye and Chamberlain, Jon and Constantin, Mihai Gabriel and Claire-Hélène, Demarty and Doctor, Faiyaz and Ionescu, Bogdan and Smeaton, Alan F (2020) Overview of MediaEval 2020 Predicting Media Memorability task: What does it Make a Video Memorable? In: MediaEval 2020 Multimedia Benchmark Workshop 2020, 2020-12-14 - 2020-12-15, Online.
Yang, Cody Xiaozhan and Doctor, Faiyaz and Anisi, Mohammad Hossein and Khosravi, Mohammadreza and Parry, Ian and Wegrzyn, Patryk (2020) Asset Operation Detection Based on Fuzzy Logic and Phase Portrait. In: 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2020-07-19 - 2020-07-24, Glasgow, UK.
Leyva, Roberto and Doctor, Faiyaz and Garcia Seco De Herrera, Alba and Sahab, Sohail (2019) Multimodal Deep Features Fusion For Video Memorability Prediction. In: MediaEval, 2019-10-27 - 2019-10-29, Sophia Antipolis, France. (In Press)
Pacheco Salinas, Jose Antonio and Zamudio, Victor and Casillas, Miguel and Lino, Carlos and Baltazar, Rosario and Callaghan, Victor and Doctor, Faiyaz (2014) Towards the Minimization of Cyclic Instability Using Embedded Algorithms. In: 2014 International Conference on Intelligent Environments (IE), 2014-06-30 - 2014-07-04, Shanghai.
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.
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.