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Athanasios K. Tsadiras

Observed names: A Tsadiras, A.K. Tsadiras, Ath Tsadiras, Athanasios K Tsadiras, Athanasios Tsadiras
ORCID: 0000-0002-9887-8983
Observed ORCID: 0000-0002-9887-8983
OpenAlex ID: A5021086667
Comparing the inference capabilities of binary, trivalent and sigmoid fuzzy cognitive maps
2008 · Athanasios K. Tsadiras · Information Sciences · 265
Cognitive mapping and certainty neuron fuzzy cognitive maps
1997 · Athanasios K. Tsadiras, Konstantinos G. Margaritis · Information Sciences · 92
Combining community-based knowledge with association rule mining to alleviate the cold start problem in context-aware recommender systems
2018 · Iosif Viktoratos, Athanasios Tsadiras, et al. · Expert Systems with Applications · 81
The MYCIN certainty factor handling function as uninorm operator and its use as a threshold function in artificial neurons
1998 · Athanasios K Tsadiras, Konstantinos G Margaritis · Fuzzy Sets and Systems · 68
Applying Machine Learning and Statistical Forecasting Methods for Enhancing Pharmaceutical Sales Predictions
2024 · Konstantinos P. Fourkiotis, Athanasios Tsadiras · Forecasting · 63
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On the use of machine learning in supply chain management: a systematic review
2023 · M Z Babai, M Arampatzis, et al. · IMA Journal of Management Mathematics · 58
On the empirical performance of some new neural network methods for forecasting intermittent demand
2020 · M Z Babai, A Tsadiras, et al. · IMA Journal of Management Mathematics · 52
An experimental study of the dynamics of the certainty neuron fuzzy cognitive maps
1999 · Athanasios K. Tsadiras, Konstantinos G. Margaritis · Neurocomputing · 50
Using Fuzzy Cognitive Maps as a Decision Support System for Political Decisions
2003 · Athanasios K. Tsadiras, Ilias Kouskouvelis, et al. · Lecture notes in computer science · 47
An artificial neural network based decision support system for solving the buffer allocation problem in reliable production lines
2013 · A.K. Tsadiras, C.T. Papadopoulos, et al. · Computers & Industrial Engineering · 44
A DSS for the buffer allocation of production lines based on a comparative evaluation of a set of search algorithms
2013 · C.T. Papadopoulos, M.E.J. O’Kelly, et al. · International Journal of Production Research · 38
Retail Demand Forecasting: A Comparative Analysis of Deep Neural Networks and the Proposal of LSTMixer, a Linear Model Extension
2025 · Georgios Theodoridis, Athanasios Tsadiras · Information · 21
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RuleML representation and simulation of Fuzzy Cognitive Maps
2012 · Athanasios Tsadiras, Nick Bassiliades · Expert Systems with Applications · 20
Personalized Advertising Computational Techniques: A Systematic Literature Review, Findings, and a Design Framework
2021 · Iosif Viktoratos, Athanasios Tsadiras · Information · 19
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Fuzzy cognitive maps as a decision support tool for container transport logistics
2016 · Athanasios Tsadiras, George Zitopoulos · Evolving Systems · 18
Making Predictions of Global Warming Impacts Using a Semantic Web Tool that Simulates Fuzzy Cognitive Maps
2020 · Athanasios Tsadiras, Maria Pempetzoglou, et al. · Computational Economics · 17
Retail Demand Forecasting: A Multivariate Approach and Comparison of Boosting and Deep Learning Methods
2024 · Georgios Theodoridis, Athanasios Tsadiras · International Journal of Artificial Intelligence Tools · 15
Using Fuzzy Cognitive Maps as a Decision Support System for Political Decisions: The Case of Turkey’s Integration into the European Union
2005 · Athanasios K. Tsadiras, Ilias Kouskouvelis · Lecture notes in computer science · 15
A context-aware web-mapping system for group-targeted offers using semantic technologies
2015 · Iosif Viktoratos, Athanasios Tsadiras, et al. · Expert Systems with Applications · 14
Comparing Machine Learning Techniques for House Price Prediction
2023 · Konstantinos Panagiotis Fourkiotis, Athanasios Tsadiras · IFIP advances in information and communication technology · 13
A Machine Learning Approach for Solving the Frozen User Cold-Start Problem in Personalized Mobile Advertising Systems
2022 · Iosif Viktoratos, Athanasios Tsadiras · Algorithms · 12
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Future Internet Applications in Healthcare: Big Data-Driven Fraud Detection with Machine Learning
2025 · Konstantinos P. Fourkiotis, Athanasios Tsadiras · Future Internet · 9
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Applying machine learning techniques to predict and explain subscriber churn of an online drug information platform
2022 · Georgios Theodoridis, Athanasios Tsadiras · Neural Computing and Applications · 9
Providing a context-aware location based web service through semantics and user-defined rules
2014 · Iosif Viktoratos, Athanasios Tsadiras, et al. · International Conference on Web Intelligence, Mining and Semantics · 8
Comparing Boosting and Deep Learning Methods on Multivariate Time Series for Retail Demand Forecasting
2022 · Georgios Theodoridis, Athanasios Tsadiras · IFIP advances in information and communication technology · 7
Works count: 62
Citation count: 1,150
H-index: 16
I10-index: 21
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