Direnc Pekaslan

28 papers B 8C 1Journal 9Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation.
Expert Syst. Appl.
Nasser Alkhulaifi, Ismail Gokay Dogan, Timothy Cargan, Alexander L. Bowler, Direnc Pekaslan, Nicholas James Watson, Isaac Triguero
2025 B conf
ADONiS Framework for Automated Decision of Neonatal Oxygen Support.
SMC
Troy Kettle, Direnc Pekaslan, Christian Wagner
2025 J jnl
AutoEnergy: An automated feature engineering algorithm for energy consumption forecasting with AutoML.
Knowl. Based Syst.
Nasser Alkhulaifi, Alexander L. Bowler, Direnc Pekaslan, Nicholas James Watson, Isaac Triguero
2025 J jnl
Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation.
CoRR
Nasser Alkhulaifi, Ismail Gokay Dogan, Timothy Cargan, Alexander L. Bowler, Direnc Pekaslan, Nicholas James Watson, Isaac Triguero
2025 — conf
Effectively Communicating Information and Uncertainty from Fuzzy Sets, Why and How.
FUZZ
Yu Zhao, Christian Wagner, Brendan Ryan, Direnc Pekaslan, Vladik Kreinovich
2025 J jnl
Generalising Stock Detection in Retail Cabinets with Minimal Data Using a DenseNet and Vision Transformer Ensemble.
Mach. Learn. Knowl. Extr.
Babak Rahi, Deniz Sagmanli, Felix Oppong, Direnc Pekaslan, Isaac Triguero
2024 B conf
Exploring Automated Feature Engineering for Energy Consumption Forecasting with AutoML.
SMC
Nasser Alkhulaifi, Alexander L. Bowler, Direnc Pekaslan, Isaac Triguero, Nicholas James Watson
2024 — conf
Interval Agreement Weighted Average - Sensitivity to Data Set Features.
FUZZ
Yu Zhao, Christian Wagner, Brendan Ryan, Direnc Pekaslan, Javier Navarro
2024 J jnl
Machine Learning Pipeline for Energy and Environmental Prediction in Cold Storage Facilities.
IEEE Access
Nasser Alkhulaifi, Alexander L. Bowler, Direnc Pekaslan, Gulcan Serdaroglu, Steve Closs, Nicholas James Watson, Isaac Triguero
2023 — conf
Fuzzy Uncertainty-Based Out-of-Distribution Detection Algorithm for Semantic Segmentation.
FUZZ
Qiao Lin, Xin Chen, Chao Chen, Direnc Pekaslan, Jonathan M. Garibaldi
2023 — conf
Joint Handling of Data and Model Uncertainty for Interpretable Interval Prediction.
CAI
Direnc Pekaslan, Christian Wagner
2023 J jnl
The Energy Prediction Smart-Meter Dataset: Analysis of Previous Competitions and Beyond.
CoRR
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
2022 — conf
A New evolving Fuzzy System with Mechanisms to Deal With Uncertainties in Times Series Forecasting.
LA-CCI
Kaike Sa Teles Rocha Alves, Direnc Pekaslan, Christian Wagner, Eduardo Pestana de Aguiar
2022 B conf
Alpha-cut based compositional representation of fuzzy sets and exploration of associated fuzzy set regression.
FUZZ-IEEE
Direnc Pekaslan, Christian Wagner
2022 J jnl
Contextual Intelligent Decisions: Expert Moderation of Machine Outputs for Fair Assessment of Commercial Driving.
CoRR
Jimiama Mafeni Mase, Direnc Pekaslan, Utkarsh Agrawal, Mohammad Mesgarpour, Peter Chapman, Mercedes Torres Torres, Grazziela P. Figueredo
2022 B conf
Kernel Evolving Participatory Fuzzy Modeling for Time Series Forecasting: New Perspectives Based on Distance Measures.
FUZZ-IEEE
Eduardo Santos de Oliveira Marques, Kaike Sa Teles Rocha Alves, Direnc Pekaslan, Eduardo Pestana de Aguiar
2022 — conf
Kernel Evolving Participatory Fuzzy Modeling for Time Series Forecasting: New Perspectives Based on Similarity Measures.
EAIS
Eduardo Santos de Oliveira Marques, Kaike Sa Teles Rocha Alves, Direnc Pekaslan, Eduardo Pestana de Aguiar
2021 B conf
An Extension of the FuzzyR Toolbox for Non-Singleton Fuzzy Logic Systems.
FUZZ-IEEE
Chao Chen, Yu Zhao, Christian Wagner, Direnc Pekaslan, Jonathan M. Garibaldi
2021 — conf
Compositional Linear Regression on Interval-valued Data.
SSCI
Direnc Pekaslan, Christian Wagner
2020 J jnl
ADONiS - Adaptive Online Nonsingleton Fuzzy Logic Systems.
IEEE Trans. Fuzzy Syst.
Direnc Pekaslan, Christian Wagner, Jonathan M. Garibaldi
2020 — conf
Capturing Uncertainty in Heavy Goods Vehicles Driving Behaviour.
ITSC
Jimiama Mafeni Mase, Utkarsh Agrawal, Direnc Pekaslan, Mohammad Mesgarpour, Peter Chapman, Mercedes Torres Torres, Grazziela P. Figueredo
2020 J jnl
Citizens' Spatial Footprint on Twitter - Anomaly, Trend and Bias Investigation in Istanbul.
ISPRS Int. J. Geo Inf.
Ayse Giz Gulnerman, Himmet Karaman, Direnc Pekaslan, Serdar Bilgi
2020 — conf
Performance and Interpretability in Fuzzy Logic Systems - Can We Have Both?
IPMU (1)
Direnc Pekaslan, Chao Chen, Christian Wagner, Jonathan M. Garibaldi
2020 — conf
Uncertainty-Aware Forecasting of Renewable Energy Sources.
BigComp
Direnc Pekaslan, Christian Wagner, Jonathan M. Garibaldi, Luis G. Marin, Doris Sáez
2019 B conf
Leveraging IT2 Input Fuzzy Sets in Non-Singleton Fuzzy Logic Systems to Dynamically Adapt to Varying Uncertainty Levels.
FUZZ-IEEE
Direnc Pekaslan, Christian Wagner, Jonathan M. Garibaldi
2018 B conf
Exploring Subsethood to Determine Firing Strength in Non-Singleton Fuzzy Logic Systems.
FUZZ-IEEE
Direnc Pekaslan, Jonathan M. Garibaldi, Christian Wagner
2018 B conf
Noise Parameter Estimation for Non-Singleton Fuzzy Logic Systems.
SMC
Direnc Pekaslan, Jonathan M. Garibaldi, Christian Wagner
2017 C conf
Determining Firing Strengths Through a Novel Similarity Measure to Enhance Uncertainty Handling in Non-singleton Fuzzy Logic Systems.
IJCCI
Direnc Pekaslan, Shaily Kabir, Jonathan M. Garibaldi, Christian Wagner