Browse by Journal

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)

Jamalifard, Mohammadreza and Andreu-Perez, Javier and Hagras, Hani and Martinez, Luis (2024) Fuzzy Norm-Explicit Product Quantization for Recommender Systems. IEEE Transactions on Fuzzy Systems, 32 (5). pp. 2987-2998. DOI https://doi.org/10.1109/tfuzz.2024.3365722 (In Press)

Fumanal-Idocin, Javier and Andreu-Perez, Javier and Cordón, Oscar and Hagras, Hani and Bustince, Humberto (2024) ARTxAI: Explainable Artificial Intelligence Curates Deep Representation Learning for Artistic Images using Fuzzy Techniques. IEEE Transactions on Fuzzy Systems, 32 (4). pp. 1915-1926. DOI https://doi.org/10.1109/tfuzz.2023.3337878 (In Press)

Almaraash, Majid and Abdulrahim, Mahmoud and Hagras, Hani (2023) A Life-Long Learning XAI Metaheuristic-based Type-2 Fuzzy System for Solar Radiation Modelling. IEEE Transactions on Fuzzy Systems, 32 (4). pp. 2102-2115. DOI https://doi.org/10.1109/tfuzz.2023.3343955

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

Ge, Dongjiao and Zeng, Xiao-Jun (2022) Functional Fuzzy System: A Nonlinear Regression Model and Its Learning Algorithm for Function-on-Function Regression. IEEE Transactions on Fuzzy Systems, 30 (4). pp. 956-967. DOI https://doi.org/10.1109/tfuzz.2021.3050857

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

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

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

Jarraya, Y and Bouaziz, S and Hagras, H and Alimi, AM (2019) A Multi-Agent Architecture for the Design of Hierarchical Interval Type-2 Beta Fuzzy System. IEEE Transactions on Fuzzy Systems, 27 (6). pp. 1174-1188. DOI https://doi.org/10.1109/TFUZZ.2018.2871800

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

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

De Miguel, L and Santos, H and Sesma-Sara, M and Bedregal, B and Jurio, A and Bustince, H and Hagras, H (2017) Type-2 Fuzzy Entropy-Sets. IEEE Transactions on Fuzzy Systems, 25 (4). pp. 993-1005. DOI https://doi.org/10.1109/TFUZZ.2016.2593497

Antonelli, M and Bernardo, D and Hagras, H and Marcelloni, F (2017) Multiobjective Evolutionary Optimization of Type-2 Fuzzy Rule-Based Systems for Financial Data Classification. IEEE Transactions on Fuzzy Systems, 25 (2). pp. 249-264. DOI https://doi.org/10.1109/TFUZZ.2016.2578341

Yao, B and Hagras, H and Alghazzawi, D and Alhaddad, MJ (2016) A Big Bang–Big Crunch Type-2 Fuzzy Logic System for Machine-Vision-Based Event Detection and Summarization in Real-World Ambient-Assisted Living. IEEE Transactions on Fuzzy Systems, 24 (6). pp. 1307-1319. DOI https://doi.org/10.1109/TFUZZ.2016.2514366

Ruiz, G and Hagras, H and Pomares, H and Rojas, I and Bustince, H (2016) Join and Meet Operations for Type-2 Fuzzy Sets With Nonconvex Secondary Memberships. IEEE Transactions on Fuzzy Systems, 24 (4). pp. 1000-1008. DOI https://doi.org/10.1109/TFUZZ.2015.2489242

Bilgin, A and Hagras, H and van Helvert, J and Alghazzawi, D (2016) A Linear General Type-2 Fuzzy Logic Based Computing With Words Approach for Realising an Ambient Intelligent Platform for Cooking Recipes Recommendation. IEEE Transactions on Fuzzy Systems, 24 (2). pp. 306-329. DOI https://doi.org/10.1109/TFUZZ.2015.2453400

Mendel, JM and Hagras, H and Bustince, H and Herrera, F (2016) Comments on: Interval Type-2 Fuzzy Sets are generalization of Interval-Valued Fuzzy Sets: Towards a Wider view on their relationship. IEEE Transactions on Fuzzy Systems, 24 (1). pp. 249-250. DOI https://doi.org/10.1109/tfuzz.2015.2446508

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

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

Ghelli, A and Hagras, H and Aldabbagh, G (2015) A Fuzzy Logic Based Retrofit System for Enabling Smart Energy Efficient Electric Cookers. IEEE Transactions on Fuzzy Systems, 23 (6). pp. 1984-1997. DOI https://doi.org/10.1109/tfuzz.2015.2394781

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

Garcia-Valverde, T and Garcia-Sola, A and Hagras, H and Dooley, JA and Callaghan, V and Botia, JA (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.

Cara, AB and Wagner, C and Hagras, H and Pomares, H and Rojas, I (2013) Multiobjective Optimization and Comparison of Nonsingleton Type-1 and Singleton Interval Type-2 Fuzzy Logic Systems. IEEE Transactions on Fuzzy Systems, 21 (3). pp. 459-476. DOI https://doi.org/10.1109/tfuzz.2012.2236096

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

Lee and Wang and Hagras (2010) A Type-2 Fuzzy Ontology and its Application to Personal Diabetic Diet Recommendation. IEEE Transactions on Fuzzy Systems, 18 (2). pp. 374-395. DOI https://doi.org/10.1109/tfuzz.2010.2042454

Jammeh, EA and Fleury, M and Wagner, C and Hagras, H and Ghanbari, M (2009) Interval Type-2 Fuzzy Logic Congestion Control for Video Streaming Across IP Networks. IEEE Transactions on Fuzzy Systems, 17 (5). pp. 1123-1142. DOI https://doi.org/10.1109/tfuzz.2009.2023325

Gu, Dongbing and Hu, Huosheng (2008) Using Fuzzy Logic to Design Separation Function in Flocking Algorithms. IEEE Transactions on Fuzzy Systems, 16 (4). pp. 826-838. DOI https://doi.org/10.1109/tfuzz.2008.917289