The assessment of smart city projects using zSlice type-2 fuzzy sets based Interval Agreement Method M Deveci, D Pekaslan, F Canıtez Sustainable cities and society 53, 101889, 2020 | 51 | 2020 |
Predictability of higher heating value of biomass feedstocks via proximate and ultimate analyses–A comprehensive study of artificial neural network applications F Güleç, D Pekaslan, O Williams, E Lester Fuel 320, 123944, 2022 | 41 | 2022 |
Adonis—adaptive online nonsingleton fuzzy logic systems D Pekaslan, C Wagner, JM Garibaldi IEEE Transactions on Fuzzy Systems 28 (10), 2302-2312, 2019 | 35 | 2019 |
Capturing uncertainty in heavy goods vehicles driving behaviour JM Mase, U Agrawal, D Pekaslan, M Mesgarpour, P Chapman, MT Torres, ... 2020 IEEE 23rd International Conference on Intelligent Transportation …, 2020 | 18 | 2020 |
Citizens’ spatial footprint on Twitter—anomaly, trend and bias investigation in Istanbul AG Gulnerman, H Karaman, D Pekaslan, S Bilgi ISPRS International Journal of Geo-Information 9 (4), 222, 2020 | 14 | 2020 |
Uncertainty-aware forecasting of renewable energy sources D Pekaslan, C Wagner, JM Garibaldi, LG Marin, D Sáez 2020 IEEE International Conference on Big Data and Smart Computing (BigComp …, 2020 | 14 | 2020 |
An expandable, contextualized and data-driven indoor thermal comfort model SM Sajjadian, M Jafari, D Pekaslan Energy and Built Environment 1 (4), 385-392, 2020 | 11 | 2020 |
Exploring subsethood to determine firing strength in non-singleton fuzzy logic systems D Pekaslan, JM Garibaldi, C Wagner 2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-8, 2018 | 11 | 2018 |
Noise parameter estimation for non-singleton fuzzy logic systems D Pekaslan, JM Garibaldi, C Wagner 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2018 | 8 | 2018 |
Determining Firing Strengths Through a Novel Similarity Measure to Enhance Uncertainty Handling in Non-singleton Fuzzy Logic Systems. D Pekaslan, S Kabir, JM Garibaldi, C Wagner IJCCI, 83-90, 2017 | 7 | 2017 |
Performance and Interpretability in Fuzzy Logic Systems–can we have both? D Pekaslan, C Chen, C Wagner, JM Garibaldi Information Processing and Management of Uncertainty in Knowledge-Based …, 2020 | 6 | 2020 |
Compositional linear regression on interval-valued data D Pekaslan, C Wagner 2021 IEEE Symposium Series on Computational Intelligence (SSCI), 01-08, 2021 | 4 | 2021 |
Contextual intelligent decisions: Expert moderation of machine outputs for fair assessment of commercial driving JM Mase, D Pekaslan, U Agrawal, M Mesgarpour, P Chapman, MT Torres, ... arXiv preprint arXiv:2202.09816, 2022 | 3 | 2022 |
Leveraging it2 input fuzzy sets in non-singleton fuzzy logic systems to dynamically adapt to varying uncertainty levels D Pekaslan, C Wagner, JM Garibaldi 2019 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-7, 2019 | 3 | 2019 |
Kernel evolving participatory fuzzy modeling for time series forecasting: New perspectives based on similarity measures ES de Oliveira Marques, KSTR Alves, D Pekaslan, EP De Aguiar 2022 IEEE International Conference on Evolving and Adaptive Intelligent …, 2022 | 2 | 2022 |
An extension of the FuzzyR toolbox for non-singleton fuzzy logic systems C Chen, Y Zhao, C Wagner, D Pekaslan, JM Garibaldi 2021 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-6, 2021 | 2 | 2021 |
Kernel Evolving Participatory Fuzzy Modeling for Time Series Forecasting: New Perspectives Based on Distance Measures ESDO Marques, KSTR Alves, D Pekaslan, EP De Aguiar 2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-8, 2022 | 1 | 2022 |
The Energy Prediction Smart-Meter Dataset: Analysis of Previous Competitions and Beyond D Pekaslan, JM Alonso-Moral, K Bandara, C Bergmeir, ... arXiv preprint arXiv:2311.04007, 2023 | | 2023 |
Fuzzy Uncertainty-Based Out-of-Distribution Detection Algorithm for Semantic Segmentation Q Lin, X Chen, C Chen, D Pekaslan, JM Garibaldi 2023 IEEE International Conference on Fuzzy Systems (FUZZ), 1-6, 2023 | | 2023 |
Joint Handling of Data and Model Uncertainty for Interpretable Interval Prediction D Pekaslan, C Wagner 2023 IEEE Conference on Artificial Intelligence (CAI), 78-80, 2023 | | 2023 |