Evangelos Spiliotis

30 papers Journal 23Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
Adversarial machine learning: a review of methods, tools, and critical industry sectors.
Artif. Intell. Rev.
Sotiris Pelekis, Thanos Koutroubas, Afroditi Blika, Anastasis Berdelis, Evangelos Karakolis, Christos Ntanos, Evangelos Spiliotis, Dimitris Askounis
2025 J jnl
Forecast accuracy and inventory performance: Insights on their relationship from the M5 competition data.
Eur. J. Oper. Res.
Evangelos Theodorou, Evangelos Spiliotis, Vassilios Assimakopoulos
2025 J jnl
Judgmental selection of parameters for simple forecasting models.
Eur. J. Oper. Res.
Fotios Petropoulos, Evangelos Spiliotis
2025 — conf
Smart Assessment and Enhancement of Indoor Environmental Quality in Cultural Heritage Buildings.
IISA
Marina Solovyeva, Emmanouela Bikaki, Sokratis Divolis, Evangelos Spiliotis
2025 J jnl
Wielding Occam's razor: Fast and frugal retail forecasting.
J. Oper. Res. Soc.
Fotios Petropoulos, Yael Grushka-Cockayne, Enno Siemsen, Evangelos Spiliotis
2024 — conf
A Holistic Framework for Evaluating Energy Performance and Indoor Environmental Quality in Cultural Heritage Buildings.
IISA
Sokratis Divolis, Evangelos Spiliotis, Vangelis Marinakis, Andreas Stoimenidis
2024 — conf
A Web-Based Decision Support Tool for Efficiently Monitoring and Upgrading HVAC Systems.
IISA
Daniela Stoian, Evangelos Spiliotis, Efstathios Stamatopoulos, Elissaios Sarmas, Evangelos Marinakis
2024 J jnl
On the update frequency of univariate forecasting models.
Eur. J. Oper. Res.
Evangelos Spiliotis, Fotios Petropoulos
2023 J jnl
A comparative assessment of deep learning models for day-ahead load forecasting: Investigating key accuracy drivers.
CoRR
Sotiris Pelekis, Ioannis-Konstantinos Seisopoulos, Evangelos Spiliotis, Theodosios Pountridis, Evangelos Karakolis, Spiros Mouzakitis, Dimitris Askounis
2023 J jnl
Conditional Temporal Aggregation for Time Series Forecasting Using Feature-Based Meta-Learning.
Algorithms
Anastasios Kaltsounis, Evangelos Spiliotis, Vassilios Assimakopoulos
2023 J jnl
Data augmentation for univariate time series forecasting with neural networks.
Pattern Recognit.
Artemios-Anargyros Semenoglou, Evangelos Spiliotis, Vassilios Assimakopoulos
2023 J jnl
Image-based time series forecasting: A deep convolutional neural network approach.
Neural Networks
Artemios-Anargyros Semenoglou, Evangelos Spiliotis, Vassilios Assimakopoulos
2023 J jnl
Optimizing inventory control through a data-driven and model-independent framework.
EURO J. Transp. Logist.
Evangelos Theodorou, Evangelos Spiliotis, Vassilios Assimakopoulos
2023 J jnl
Statistical, machine learning and deep learning forecasting methods: Comparisons and ways forward.
J. Oper. Res. Soc.
Spyros Makridakis, Evangelos Spiliotis, Vassilios Assimakopoulos, Artemios-Anargyros Semenoglou, Gary Mulder, Konstantinos Nikolopoulos
2023 J jnl
Transfer learning for day-ahead load forecasting: a case study on European national electricity demand time series.
CoRR
Alexandros Menelaos Tzortzis, Sotiris Pelekis, Evangelos Spiliotis, Spiros Mouzakitis, John E. Psarras, Dimitris Askounis
2022 J jnl
Comparison of statistical and machine learning methods for daily SKU demand forecasting.
Oper. Res.
Evangelos Spiliotis, Spyros Makridakis, Artemios-Anargyros Semenoglou, Vassilios Assimakopoulos
2022 J jnl
Model selection in reconciling hierarchical time series.
Mach. Learn.
Mahdi Abolghasemi, Rob J. Hyndman, Evangelos Spiliotis, Christoph Bergmeir
2022 J jnl
On the selection of forecasting accuracy measures.
J. Oper. Res. Soc.
Diamantis Koutsandreas, Evangelos Spiliotis, Fotios Petropoulos, Vassilios Assimakopoulos
2021 J jnl
Exploring the representativeness of the M5 competition data.
CoRR
Evangelos Theodorou, Shengjie Wang, Yanfei Kang, Evangelos Spiliotis, Spyros Makridakis, Vassilios Assimakopoulos
2021 J jnl
Hierarchical forecast reconciliation with machine learning.
Appl. Soft Comput.
Evangelos Spiliotis, Mahdi Abolghasemi, Rob J. Hyndman, Fotios Petropoulos, Vassilios Assimakopoulos
2020 J jnl
Exploiting resampling techniques for model selection in forecasting: an empirical evaluation using out-of-sample tests.
Oper. Res.
Dimitrios Sarris, Evangelos Spiliotis, Vassilios Assimakopoulos
2020 J jnl
Generalizing the Theta method for automatic forecasting.
Eur. J. Oper. Res.
Evangelos Spiliotis, Vassilios Assimakopoulos, Spyros Makridakis
2020 J jnl
Hierarchical forecast reconciliation with machine learning.
CoRR
Evangelos Spiliotis, Mahdi Abolghasemi, Rob J. Hyndman, Fotios Petropoulos, Vassilios Assimakopoulos
2020 J jnl
Model selection in reconciling hierarchical time series.
CoRR
Mahdi Abolghasemi, Rob J. Hyndman, Evangelos Spiliotis, Christoph Bergmeir
2017 J jnl
Decision Support for Intelligent Energy Management in Buildings Using the Thermal Comfort Model.
Int. J. Comput. Intell. Syst.
Vangelis Marinakis, Haris Ch. Doukas, Evangelos Spiliotis, Ilias Papastamatiou
2016 J jnl
How "OPTIMUS" is a city in terms of energy optimization? e-SCEAF: A web based decision support tool for local authorities.
Inf. Fusion
Ilias Papastamatiou, Haris Ch. Doukas, Evangelos Spiliotis, John E. Psarras
2016 — conf
Integrating a decision support system with smart grid infrastructures and ICT solutions towards energy cost reduction: An action plan to optimally schedule the operation of heating and electricity systems.
IISA
Evangelos Spiliotis, Vangelis Marinakis, Haris Ch. Doukas, John E. Psarras
2016 — conf
OPTIMUS decision support tools: Transforming multidisciplinary data to energy management action plans.
IISA
Haris Ch. Doukas, Vangelis Marinakis, Evangelos Spiliotis, John E. Psarras
2015 — conf
A framework for integrating user experience in action plan evaluation through social media: Transforming user generated content into knowledge to optimise energy use in buildings.
IISA
Evangelos Spiliotis, George Anastasopoulos, Phaedra Dede, Vangelis Marinakis, Haris Ch. Doukas
2014 — conf
Proposing a Smart City Energy Assessment Framework linking local vision with data sets.
IISA
Stella Androulaki, Evangelos Spiliotis, Haris Ch. Doukas, Ilias Papastamatiou, John E. Psarras