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ORCIDDirenc Pekaslan
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2020 – today
- 2024
[j3]Nasser Alkhulaifi
, Alexander L. Bowler, Direnc Pekaslan, Gulcan Serdaroglu, Steve Closs, Nicholas James Watson, Isaac Triguero:
Machine Learning Pipeline for Energy and Environmental Prediction in Cold Storage Facilities. IEEE Access 12: 153935-153951 (2024)- [c15]Yu Zhao, Christian Wagner, Brendan Ryan, Direnc Pekaslan, Javier Navarro:
Interval Agreement Weighted Average - Sensitivity to Data Set Features. FUZZ 2024: 1-8 - 2023
- [c14]Qiao Lin, Xin Chen, Chao Chen, Direnc Pekaslan, Jonathan M. Garibaldi:
Fuzzy Uncertainty-Based Out-of-Distribution Detection Algorithm for Semantic Segmentation. FUZZ 2023: 1-6 - [i2]Direnc Pekaslan, Jose Maria Alonso-Moral, Kasun Bandara, Christoph Bergmeir, Juan Bernabé-Moreno, Robert Eigenmann, Nils Einecke, Selvi Ergen, Rakshitha Godahewa, Hansika Hewamalage, Jesus Lago, Steffen Limmer, Sven Rebhan, Boris Rabinovich, Dilini Rajapaksha, Heda Song, Christian Wagner, Wenlong Wu, Luis Magdalena, Isaac Triguero:
The Energy Prediction Smart-Meter Dataset: Analysis of Previous Competitions and Beyond. CoRR abs/2311.04007 (2023) - 2022
- [c13]Eduardo Santos de Oliveira Marques, Kaike Sa Teles Rocha Alves, Direnc Pekaslan, Eduardo Pestana de Aguiar:
Kernel Evolving Participatory Fuzzy Modeling for Time Series Forecasting: New Perspectives Based on Similarity Measures. EAIS 2022: 1-8 - [c12]Eduardo Santos de Oliveira Marques, Kaike Sa Teles Rocha Alves, Direnc Pekaslan, Eduardo Pestana de Aguiar:
Kernel Evolving Participatory Fuzzy Modeling for Time Series Forecasting: New Perspectives Based on Distance Measures. FUZZ-IEEE 2022: 1-8 - [c11]Direnc Pekaslan, Christian Wagner:
Alpha-cut based compositional representation of fuzzy sets and exploration of associated fuzzy set regression. FUZZ-IEEE 2022: 1-7 - [c10]Kaike Sa Teles Rocha Alves, Direnc Pekaslan, Christian Wagner, Eduardo Pestana de Aguiar:
A New evolving Fuzzy System with Mechanisms to Deal With Uncertainties in Times Series Forecasting. LA-CCI 2022: 1-6 - [i1]Jimiama Mafeni Mase, Direnc Pekaslan, Utkarsh Agrawal, Mohammad Mesgarpour, Peter Chapman, Mercedes Torres Torres, Grazziela P. Figueredo:
Contextual Intelligent Decisions: Expert Moderation of Machine Outputs for Fair Assessment of Commercial Driving. CoRR abs/2202.09816 (2022) - 2021
- [c9]Chao Chen, Yu Zhao, Christian Wagner, Direnc Pekaslan, Jonathan M. Garibaldi:
An Extension of the FuzzyR Toolbox for Non-Singleton Fuzzy Logic Systems. FUZZ-IEEE 2021: 1-6 - [c8]Direnc Pekaslan, Christian Wagner:
Compositional Linear Regression on Interval-valued Data. SSCI 2021: 1-8 - 2020
- [j2]Ayse Giz Gulnerman, Himmet Karaman, Direnc Pekaslan, Serdar Bilgi:
Citizens' Spatial Footprint on Twitter - Anomaly, Trend and Bias Investigation in Istanbul. ISPRS Int. J. Geo Inf. 9(4): 222 (2020) - [j1]Direnc Pekaslan, Christian Wagner, Jonathan M. Garibaldi:
ADONiS - Adaptive Online Nonsingleton Fuzzy Logic Systems. IEEE Trans. Fuzzy Syst. 28(10): 2302-2312 (2020) - [c7]Direnc Pekaslan, Christian Wagner, Jonathan M. Garibaldi, Luis G. Marin, Doris Sáez:
Uncertainty-Aware Forecasting of Renewable Energy Sources. BigComp 2020: 240-246 - [c6]Direnc Pekaslan, Chao Chen, Christian Wagner, Jonathan M. Garibaldi:
Performance and Interpretability in Fuzzy Logic Systems - Can We Have Both? IPMU (1) 2020: 571-584 - [c5]Jimiama Mafeni Mase, Utkarsh Agrawal, Direnc Pekaslan, Mohammad Mesgarpour, Peter Chapman, Mercedes Torres Torres, Grazziela P. Figueredo:
Capturing Uncertainty in Heavy Goods Vehicles Driving Behaviour. ITSC 2020: 1-7
2010 – 2019
- 2019
- [c4]Direnc Pekaslan, Christian Wagner, Jonathan M. Garibaldi:
Leveraging IT2 Input Fuzzy Sets in Non-Singleton Fuzzy Logic Systems to Dynamically Adapt to Varying Uncertainty Levels. FUZZ-IEEE 2019: 1-7 - 2018
- [c3]Direnc Pekaslan, Jonathan M. Garibaldi, Christian Wagner:
Exploring Subsethood to Determine Firing Strength in Non-Singleton Fuzzy Logic Systems. FUZZ-IEEE 2018: 1-8 - [c2]Direnc Pekaslan, Jonathan M. Garibaldi, Christian Wagner:
Noise Parameter Estimation for Non-Singleton Fuzzy Logic Systems. SMC 2018: 2960-2965 - 2017
- [c1]Direnc Pekaslan, Shaily Kabir, Jonathan M. Garibaldi, Christian Wagner:
Determining Firing Strengths Through a Novel Similarity Measure to Enhance Uncertainty Handling in Non-singleton Fuzzy Logic Systems. IJCCI 2017: 83-90
Coauthor Index
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