Hani Hagras

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 105

Top Venues

FUZZ-IEEE

IEEE Trans. Fuzzy Syst.

CEEC

Inf. Sci.

Publications

Javier Fumanal-Idocin, Javier Andreu-Perez, Oscar Cordón, Hani Hagras, Humberto Bustince
ARTxAI: Explainable Artificial Intelligence Curates Deep Representation Learning for Artistic Images Using Fuzzy Techniques. IEEE Trans. Fuzzy Syst. 32 (4) (2024)
Majid Almaraashi, Mahmoud Abdulrahim, Hani Hagras
A Life-Long Learning XAI Metaheuristic-Based Type-2 Fuzzy System for Solar Radiation Modeling. IEEE Trans. Fuzzy Syst. 32 (4) (2024)
Mohammadreza Jamalifard, Javier Andreu-Perez, Hani Hagras, Luis Martínez-López
Fuzzy Norm-Explicit Product Quantization for Recommender Systems. IEEE Trans. Fuzzy Syst. 32 (5) (2024)
Yosr Ghozzi, Tarek M. Hamdani, Hani Hagras, Khmaies Ouahada, Habib Chabchoub, Adel M. Alimi
A deep learning based interval type-2 fuzzy approach for image retrieval systems. Neurocomputing 603 (2024)
Khizra Maqsood, Hani Hagras, Nicolae Radu Zabet
An overview of artificial intelligence in the field of genomics. Discov. Artif. Intell. 4 (1) (2024)
Khizra Maqsood, Hani Hagras, Nicolae Radu Zabet
A Type-2 Fuzzy Logic-Based Explainable Artificial Intelligence for the Prediction of Enhancers. FUZZ (2024)
Ashish Bhatia, Hani Hagras
A Type-2 Fuzzy Time Series Classification System with Optimized Time Period Selection. FUZZ (2024)
Shreyas J. Upasane, Hani Hagras, Mohammad Hossein Anisi, Stuart Savill, Ian Taylor, Kostas Manousakis
A Type-2 Fuzzy-Based Explainable AI System for Predictive Maintenance Within the Water Pumping Industry. IEEE Trans. Artif. Intell. 5 (2) (2024)
Hani Hagras
Towards True Explainable Artificial Intelligence for Real World Applications. IJCCI (2023)
Mehrin Kiani, Javier Andreu-Perez, Hani Hagras
A Temporal Type-2 Fuzzy System for Time-Dependent Explainable Artificial Intelligence. IEEE Trans. Artif. Intell. 4 (3) (2023)
Javier Fumanal-Idocin, Javier Andreu-Perez, Oscar Cordón, Hani Hagras, Humberto Bustince
ARTxAI: Explainable Artificial Intelligence Curates Deep Representation Learning for Artistic Images using Fuzzy Techniques. CoRR (2023)
Lewis Veryard, Hani Hagras, Anthony Conway, Gilbert Owusu
A heated stack based type-2 fuzzy multi-objective optimisation system for telecommunications capacity planning. Knowl. Based Syst. 260 (2023)
Javier Fumanal-Idocin, Humberto Bustince, Javier Andreu-Perez, Hani Hagras
On the Stability of Fuzzy Classifiers to Noise Induction. FUZZ (2023)
Hugo Leon-Garza, Hani Hagras, Anasol Peña-Ríos, Ozkan Cem Bahceci, Anthony Conway
A Hand-Gesture Recognition Based Interpretable Type-2 Fuzzy Rule-based System for Extended Reality. SMC (2022)
Yosr Ghozzi, Nesrine Baklouti, Hani Hagras, Mounir Ben Ayed, Adel M. Alimi
Interval Type-2 Beta Fuzzy Near Sets Approach to Content-Based Image Retrieval. IEEE Trans. Fuzzy Syst. 30 (3) (2022)
Ashish Bhatia, Hani Hagras
A Time Series Based Explainable Interval Type-2 Fuzzy Logic System. FUZZ-IEEE (2022)
Mehrin Kiani, Javier Andreu-Perez, Hani Hagras, Elpiniki I. Papageorgiou, Mukesh Prasad, Chin-Teng Lin
Effective Brain Connectivity for fNIRS With Fuzzy Cognitive Maps in Neuroergonomics. IEEE Trans. Cogn. Dev. Syst. 14 (1) (2022)
Hugo Leon-Garza, Hani Hagras, Anasol Peña-Ríos, Anthony Conway, Gilbert Owusu
A type-2 fuzzy system-based approach for image data fusion to create building information models. Inf. Fusion 88 (2022)
Sahar Cherif, Nesrine Baklouti, Hani Hagras, Adel M. Alimi
Novel Intuitionistic-Based Interval Type-2 Fuzzy Similarity Measures With Application to Clustering. IEEE Trans. Fuzzy Syst. 30 (5) (2022)
Mehrin Kiani, Javier Andreu-Perez, Hani Hagras
A Temporal Type-2 Fuzzy System for Time-dependent Explainable Artificial Intelligence. CoRR (2022)
Mehrin Kiani, Javier Andreu-Perez, Hani Hagras, Silvia Rigato, Maria Laura Filippetti
Towards Understanding Human Functional Brain Development With Explainable Artificial Intelligence: Challenges and Perspectives. IEEE Comput. Intell. Mag. 17 (1) (2022)
Shreyas J. Upasane, Hani Hagras, Mohammad Hossein Anisi, Stuart Savill, Ian Taylor, Kostas Manousakis
A Big Bang-Big Crunch Type-2 Fuzzy Logic System for Explainable Predictive Maintenance. FUZZ-IEEE (2021)
Mehrin Kiani, Javier Andreu-Perez, Hani Hagras, Silvia Rigato, Maria Laura Filippetti
Towards Understanding Human Functional Brain Development with Explainable Artificial Intelligence: Challenges and Perspectives. CoRR (2021)
Dinh Sinh Mai, Long Thanh Ngo, Hung Le Trinh, Hani Hagras
A hybrid interval type-2 semi-supervised possibilistic fuzzy c-means clustering and particle swarm optimization for satellite image analysis. Inf. Sci. 548 (2021)
Hugo Leon-Garza, Hani Hagras, Anasol Peña-Ríos, Anthony Conway, Gilbert Owusu
An Interval Type-2 Fuzzy-based System to Create Building Information Management Models from 2D Floor Plan Images. FUZZ-IEEE (2021)
Liam Beasley, Hani Hagras, Anthony Conway, Gilbert Owusu
A Type-2 Fuzzy Based Multi-Objective Optimisation for Strategic Network Planning in the Telecommunication Domain. FUZZ-IEEE (2021)
Ravikiran Chimatapu, Hani Hagras, Mathias Kern, Gilbert Owusu
Enhanced Deep Type-2 Fuzzy Logic System For Global Interpretability. FUZZ-IEEE (2021)
Hugo Leon-Garza, Hani Hagras, Anasol Peña-Ríos, Anthony Conway, Gilbert Owusu
A Fuzzy Rule-based System using a Patch-based Approach for Semantic Segmentation in Floor Plans. FUZZ-IEEE (2021)
Ashish Bhatia, Hani Hagras
Identifying and Rectifying Rational Gaps in Fuzzy Rule Based Systems for Regression Problems. FUZZ-IEEE (2021)
Josip Rozman, Hani Hagras, Javier Andreu-Perez, Damien Clarke, Beate Müller, Steve Fitz
A Type-2 Fuzzy Logic Based Explainable AI Approach for the Easy Calibration of AI models in IoT Environments. FUZZ-IEEE (2021)
Jaouad Boumhidi, El Habib Nfaoui, Hani Hagras, Marley M. B. R. Vellasco
Special issue on Recent Advances in Computational Intelligence and Cognitive Systems (RACICS). Cogn. Syst. Res. 70 (2021)
Lewis Veryard, Hani Hagras, Anthony Conway, Gilbert Owusu
A Type-2 Fuzzy Multi-Objective Multi-Chromosomal Optimisation for Capacity Planning within Telecommunication Networks. FUZZ-IEEE (2021)
Hugo Leon-Garza, Hani Hagras, Anasol Peña-Ríos, Gilbert Owusu, Anthony Conway
A Fuzzy Logic Based System for Cloud-based Building Information Modelling Rendering Optimization in Augmented Reality. FUZZ-IEEE (2020)
Janet Adams, Hani Hagras
A Type-2 Fuzzy Logic Approach to Explainable AI for regulatory compliance, fair customer outcomes and market stability in the Global Financial Sector. FUZZ-IEEE (2020)
Anasol Peña-Ríos, Tomas Oplatek, Hani Hagras, Anthony Conway, Gilbert Owusu
Work-in-Progress - Measuring Engagement in Virtual Reality for Talent Attraction Purposes. iLRN (2020)
Kabo Elliot Pule, Mohammad Hossein Anisi, Faiyaz Doctor, Hani Hagras
Multiple UAV based Spatio-Temporal Task Assignment using Fast Elitist Multi Objective Evolutionary Approaches. ISNCC (2020)
Lewis Veryard, Hani Hagras, Anthony Conway, Gilbert Owusu
A Type-2 Fuzzy Genetic Approach to Uncertain & Dynamic Resilient Routing within Telecommunications Networks. FUZZ-IEEE (2020)
Lewis Veryard, Hani Hagras, Andrew Starkey, Anthony Conway, Gilbert Owusu
NNIR: N-Non-Intersecting-Routing Algorithm for Multi-Path Resilient Routing in Telecommunications Applications. Int. J. Comput. Intell. Syst. 13 (1) (2020)
Mohammed Al-Zeyadi, Javier Andreu-Perez, Hani Hagras, Chris Royce, Darren Smith, Piotr Rzonsowski, Ali Malik
Deep Learning Towards Intelligent Vehicle Fault Diagnosis. IJCNN (2020)
Josip Rozman, Hani Hagras, Javier Andreu-Perez, Damien Clarke, Beate Müller, Steve Fitz
Privacy-Preserving Gesture Recognition with Explainable Type-2 Fuzzy Logic Based Systems. FUZZ-IEEE (2020)
Ravikiran Chimatapu, Hani Hagras, Mathias Kern, Gilbert Owusu
Hybrid Deep Learning Type-2 Fuzzy Logic Systems For Explainable AI. FUZZ-IEEE (2020)
Hugo Leon-Garza, Hani Hagras, Anasol Peña-Ríos, Anthony Conway, Gilbert Owusu
A Big Bang-Big Crunch Type-2 Fuzzy Logic System for Explainable Semantic Segmentation of Trees in Satellite Images using HSV Color Space. FUZZ-IEEE (2020)
Jerry M. Mendel, Ravikiran Chimatapu, Hani Hagras
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 Trans. Fuzzy Syst. 28 (4) (2020)
Mehrin Kiani, Javier Andreu-Perez, Hani Hagras, Maria Laura Filippetti, Silvia Rigato
A Type-2 Fuzzy Logic Based Explainable Artificial Intelligence System for Developmental Neuroscience. FUZZ-IEEE (2020)
Mehrin Kiani, Javier Andreu-Perez, Hani Hagras, Ana R. Andreu, Maria Pinto, Jaime Andreu, Pratusha Reddy, Kurtulus Izzetoglu
Towards Gamers' Experience Level Decoding with Optical Brain Imaging. CEEC (2019)
Aljoscha Steffens, Antonio Campello, James Ravenscroft, Adrian Clark, Hani Hagras
Deep Segmentation: using Deep Convolutional Networks for Coral Reef pixel-wise Parsing. CLEF (Working Notes) (2019)
Emmanuel Ferreyra, Hani Hagras, Mathias Kern, Gilbert Owusu
Depicting Decision-Making: A Type-2 Fuzzy Logic Based Explainable Artificial Intelligence System for Goal-Driven Simulation in the Workforce Allocation Domain. FUZZ-IEEE (2019)
Lewis Veryard, Hani Hagras, Andrew Starkey, Gilbert Owusu
A Fuzzy Genetic System for Resilient Routing in Uncertain & Dynamic Telecommunication Networks. FUZZ-IEEE (2019)
Gonzalo Ruiz-García, Hani Hagras, Héctor Pomares, Ignacio Rojas Ruiz
Toward a Fuzzy Logic System Based on General Forms of Interval Type-2 Fuzzy Sets. IEEE Trans. Fuzzy Syst. 27 (12) (2019)
Yosra Jarraya, Souhir Bouaziz, Hani Hagras, Adel M. Alimi
A Multi-Agent Architecture for the Design of Hierarchical Interval Type-2 Beta Fuzzy System. IEEE Trans. Fuzzy Syst. 27 (6) (2019)
Andrew Starkey, Hani Hagras, Sid Shakya, Gilbert Owusu
iPatch: A Many-Objective Type-2 Fuzzy Logic System for Field Workforce Optimization. IEEE Trans. Fuzzy Syst. 27 (3) (2019)
Yaya Liu, Rosa M. Rodríguez, Hani Hagras, Hongbin Liu, Keyun Qin, Luis Martínez
Type-2 Fuzzy Envelope of Hesitant Fuzzy Linguistic Term Set: A New Representation Model of Comparative Linguistic Expression. IEEE Trans. Fuzzy Syst. 27 (12) (2019)
Ashish Bhatia, Hani Hagras, Jason J. Lepley
Machine Learning Approach to Extracting Emotions Information from Open Source Data for Relative Forecasting of Stock Prices. CEEC (2018)
Javier Andreu-Perez, Fan Cao, Hani Hagras, Guang-Zhong Yang
A Self-Adaptive Online Brain-Machine Interface of a Humanoid Robot Through a General Type-2 Fuzzy Inference System. IEEE Trans. Fuzzy Syst. 26 (1) (2018)
Belay Enyew Chekol, Hani Hagras
Employing Machine Learning Techniques for the Malaria Epidemic Prediction in Ethiopia. CEEC (2018)
Daniel Mahetot Kassa, Hani Hagras
An Adaptive Segmentation Technique For the Ancient Ethiopian Ge'ez Language Digital Manuscripts. CEEC (2018)
Ahmed Salih, Hani Hagras
Towards a Type-2 Fuzzy Logic Based System for Decision Support to Minimize Financial Default in Banking Sector. CEEC (2018)
Ravikiran Chimatapu, Hani Hagras, Andrew Starkey, Gilbert Owusu
Stacked Auto Encoder Based Hybrid Genetic Algorithm for Workforce Optimization. CEEC (2018)
Yosr Ghozzi, Nesrine Baklouti, Hani Hagras, Mounir Ben Ayed, Adel M. Alimi
Interval type-2 Beta Fuzzy Near set based approach to content based image retrieval. CoRR (2018)
Ravikiran Chimatapu, Hani Hagras, Andrew Starkey, Gilbert Owusu
A Big-Bang Big-Crunch Type-2 Fuzzy Logic System for Generating Interpretable Models in Workforce Optimization. FUZZ-IEEE (2018)
Emmanuel Ferreyra, Hani Hagras, Mathias Kern, Gilbert Owusu
Improving Goal-Driven Simulation Performance Using Fuzzy Membership Correlation Analysis. CEEC (2018)
Andrew Starkey, Hani Hagras, Siddhartha Shakya, Gilbert Owusu
A Genetic Algorithm Based System for Simultaneous Optimisation of Workforce Skills and Teams. Künstliche Intell. 32 (4) (2018)
Emmanuel Ferreyra, Hani Hagras, Mathias Kern, Gilbert Owusu
Enabling Field Force Operational Sustainability: A Big Bang-Big Crunch Type-2 Fuzzy Logic System for Goal-Driven Simulation. SSCI (2018)
Saeed Khalil Saeed, Hani Hagras
Adaptive Type-2 Fuzzy Logic Based System for Fraud Detection in Financial Applications. CEEC (2018)
Hani Hagras
Toward Human-Understandable, Explainable AI. Computer 51 (9) (2018)
Hala Salih Yusuf, Hani Hagras
Towards Image Steganography Using Type-2 Fuzzy Logic and Edge Detection. CEEC (2018)
Maha Salaheldeen Elbadawy Alhassan, Hani Hagras
Towards Congestion Control Approach Based on Weighted Random Early Detection and Type-2 Fuzzy Logic System. CEEC (2018)
Heba Abdelgader Mohammed, Hani Hagras
Towards Developing Type 2 Fuzzy Logic Diet Recommendation System for Diabetes. CEEC (2018)
Ravikiran Chimatapu, Hani Hagras, Andrew Starkey, Gilbert Owusu
Explainable AI and Fuzzy Logic Systems. TPNC (2018)
Ravikiran Chimatapu, Hani Hagras, Andrew Starkey, Gilbert Owusu
Interval Type-2 Fuzzy Logic Based Stacked Autoencoder Deep Neural Network For Generating Explainable AI Models in Workforce Optimization. FUZZ-IEEE (2018)
Ravikiran Chimatapu, Hani Hagras, Andrew Starkey, Gilbert Owusu
Enhancing Human Decision Making for Workforce Optimisation Using a Stacked Auto Encoder Based Hybrid Genetic Algorithm. SGAI Conf. (2018)
Anasol Peña-Ríos, Hani Hagras, Michael Gardner, Gilbert Owusu
A Type-2 Fuzzy Logic Based System for Augmented Reality Visualisation of Georeferenced Data. FUZZ-IEEE (2018)
Khalid Almohammadi, Hani Hagras, Daniyal M. Alghazzawi, Ghadah Aldabbagh
A zSlices-based general type-2 fuzzy logic system for users-centric adaptive learning in large-scale e-learning platforms. Soft Comput. 21 (22) (2017)
Laura De Miguel, Hélida Salles Santos, Mikel Sesma-Sara, Benjamín R. C. Bedregal, Aranzazu Jurio, Humberto Bustince, Hani Hagras
Type-2 Fuzzy Entropy Sets. IEEE Trans. Fuzzy Syst. 25 (4) (2017)
Giovanni Acampora, Bruno Siciliano, Hani Hagras, Francisco Herrera
Conference Report on 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2017) [Conference Reports]. IEEE Comput. Intell. Mag. 12 (4) (2017)
Farrukh Nadeem, Daniyal M. Alghazzawi, Abdulfattah S. Mashat, Khalid Fakeeh, Abdullah Al-Malaise Al-Ghamdi, Hani Hagras
Modeling and predicting execution time of scientific workflows in the Grid using radial basis function neural network. Clust. Comput. 20 (3) (2017)
Gonzalo Ruiz, Héctor Pomares, Ignacio Rojas, Hani Hagras
The non-singleton fuzzification operation for general forms of interval type-2 fuzzy logic systems. FUZZ-IEEE (2017)
Anasol Peña-Ríos, Hani Hagras, Michael Gardner, Gilbert Owusu
A type-2 Fuzzy Logic based System for asset geolocation within augmented reality environments. FUZZ-IEEE (2017)
Wei Song, Hani Hagras
A type-2 fuzzy logic system for event detection in soccer videos. FUZZ-IEEE (2017)
Andrew Starkey, Hani Hagras, Sid Shakya, Gilbert Owusu
Fuzzy dominance rules for real-world many objective optimization. FUZZ-IEEE (2017)
Andriy Sarabakha, Nursultan Imanberdiyev, Erdal Kayacan, Mojtaba Ahmadieh Khanesar, Hani Hagras
Novel Levenberg-Marquardt based learning algorithm for unmanned aerial vehicles. Inf. Sci. 417 (2017)
Emmanuel Ferreyra, Hani Hagras, Ahmed Mohamed, Gilbert Owusu
A type-2 fuzzy logic system for engineers estimation in the workforce allocation domain. FUZZ-IEEE (2017)
Khalid Almohammadi, Hani Hagras, Bo Yao, Abdulkareem Alzahrani, Daniyal M. Al-Ghazzawi, Ghadah Aldabbagh
A type-2 fuzzy logic recommendation system for adaptive teaching. Soft Comput. 21 (4) (2017)
Michela Antonelli, Dario Bernardo, Hani Hagras, Francesco Marcelloni
Multiobjective Evolutionary Optimization of Type-2 Fuzzy Rule-Based Systems for Financial Data Classification. IEEE Trans. Fuzzy Syst. 25 (2) (2017)
Anasol Peña-Ríos, Hani Hagras, Michael Gardner, Gilbert Owusu
A fuzzy logic based system for geolocated augmented reality field service support. FUZZ-IEEE (2017)
Khalid Colchester, Hani Hagras, Daniyal M. Alghazzawi, Ghadah Aldabbagh
A Survey of Artificial Intelligence Techniques Employed for Adaptive Educational Systems within E-Learning Platforms. J. Artif. Intell. Soft Comput. Res. 7 (1) (2017)
Giovanni Acampora, Daniyal M. Al-Ghazzawi, Hani Hagras, Autilia Vitiello
An interval type-2 fuzzy logic based framework for reputation management in Peer-to-Peer e-commerce. Inf. Sci. 333 (2016)
Andrew Starkey, Hani Hagras, Siddhartha Shakya, Gilbert Owusu
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. CEC (2016)
Andrew Starkey, Hani Hagras, Siddhartha Shakya, Gilbert Owusu, Ahmed Mohamed, Daniyal M. Al-Ghazzawi
A cloud computing based many objective type-2 fuzzy logic system for mobile field workforce area optimization. Memetic Comput. 8 (4) (2016)
Andrew Starkey, Hani Hagras, Siddhartha Shakya, Gilbert Owusu
A multi-objective genetic type-2 fuzzy logic based system for mobile field workforce area optimization. Inf. Sci. 329 (2016)
Anasol Peña-Ríos, Hani Hagras, Michael Gardner, Gilbert Owusu
A Fuzzy Logic based system for Mixed Reality assistance of remote workforce. FUZZ-IEEE (2016)
Wei Song, Hani Hagras
A big-bang big-crunch Type-2 Fuzzy Logic based system for soccer video scene classification. FUZZ-IEEE (2016)
Khalid Almohammadi, Hani Hagras, Daniyal M. Alghazzawi, Ghadah Aldabbagh
Users-Centric Adaptive Learning System Based on Interval Type-2 Fuzzy Logic for Massively Crowded E-Learning Platforms. J. Artif. Intell. Soft Comput. Res. 6 (2) (2016)
Song Wei, Hani Hagras
A Big-Bang Big-Crunch fuzzy logic based system for sports video scene classification. FUZZ-IEEE (2016)
Andrew Starkey, Hani Hagras, Siddhartha Shakya, Gilbert Owusu
A many-objective genetic type-2 fuzzy logic system for the optimal allocation of mobile field engineers. FUZZ-IEEE (2016)
Bo Yao, Hani Hagras, Daniyal M. Al-Ghazzawi, Mohammed J. Alhaddad
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 Trans. Fuzzy Syst. 24 (6) (2016)
Aysenur Bilgin, Hani Hagras, Joy van Helvert, Daniyal M. Al-Ghazzawi
A Linear General Type-2 Fuzzy-Logic-Based Computing With Words Approach for Realizing an Ambient Intelligent Platform for Cooking Recipe Recommendation. IEEE Trans. Fuzzy Syst. 24 (2) (2016)
Jerry M. Mendel, Hani Hagras, Humberto Bustince, Francisco Herrera
Comments on "Interval Type-2 Fuzzy Sets are Generalization of Interval-Valued Fuzzy Sets: Towards a Wide View on Their Relationship". IEEE Trans. Fuzzy Syst. 24 (1) (2016)
Gonzalo Ruiz, Hani Hagras, Héctor Pomares, Ignacio Rojas, Humberto Bustince
Join and Meet Operations for Type-2 Fuzzy Sets With Nonconvex Secondary Memberships. IEEE Trans. Fuzzy Syst. 24 (4) (2016)
Gonzalo Ruiz, Héctor Pomares, Ignacio Rojas, Hani Hagras
Towards general forms of interval type-2 fuzzy logic systems. FUZZ-IEEE (2016)

Hani Hagras.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Hani Hagras