Pantelis Linardatos

University of Patras — Greece

Computer Science · Physical Sciences

6h-index2.8kcitations9works4.52yr avg

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Research Topics

Anomaly Detection Techniques and Applications(3), Time Series Analysis and Forecasting(3), Stock Market Forecasting Methods(2), Traffic Prediction and Management Techniques(2), Imbalanced Data Classification Techniques(2)

Publications9 total

Combining normalizing flows with decision trees for interpretable unsupervised outlier detection

9 cited

Engineering Applications of Artificial Intelligence·2024· 9 cited

Regressor cascading for time series forecasting

Intelligent Decision Technologies·2024

CO2 concentration forecasting in smart cities using a hybrid ARIMA–TFT model on multivariate time series IoT data

24 cited

Scientific Reports·2023· 24 citedOpen Access

Multivariate Time-Series Forecasting: A Review of Deep Learning Methods in Internet of Things Applications to Smart Cities

42 cited

Smart Cities·2023· 42 citedOpen Access

Field trials of information fusion, expert reasoning, social media exploitation and worksite operations in SAR missions – INGENIOUS

Zenodo (CERN European Organization for Nuclear Research)·2022Open Access

Unsupervised Outlier Detection: A Meta-Learning Algorithm Based on Feature Selection

6 cited

Electronics·2021· 6 citedOpen Access

Explainable AI: A Review of Machine Learning Interpretability Methods

2.6k cited

Entropy·2020· 2.6k citedOpen Access

COVID-19: A Comparison of Time Series Methods to Forecast Percentage of Active Cases per Population

168 cited

Applied Sciences·2020· 168 citedOpen Access

Bitcoin Price Prediction Combining Data and Text Mining

10 cited

Smart innovation, systems and technologies·2020· 10 cited

Frequent Co-authors

Sotiris Kotsiantis(8), Vasilis Papastefanopoulos(7), Theodor Panagiotakopoulos(2), Alexios Vlachopoulos(1), Aspasia Tzeletopoulou(1), Harris Georgiou(1), George Diles(1), Thomas J. Papadimos(1), Zoe Vasileiou(1), Spyros Kintzios(1), Angelos Amditis(1), Nantia Skepetari(1)