Ioannis E. Livieris - Concepedia

Author

Ioannis E. Livieris

Also Known As

I. E. Livieris, I.E. Livieris, IOANNIS E. LIVIERIS, Ioannis E Livieris, Ioannis E. Livieris, Ioannis Livieris, Livieris, Ioannis E.

109

Publications

3.1K

Citations

H-Index

145

Concepts

All Affiliations

University of Patras Technological Educational Institute of Western Greece University of Peloponnese University of Piraeus Technological Educational Institute of Peloponnese

About

Ioannis E. Livieris is an author at University of Patras specializing in engineering, machine learning, and data science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	24	45	2.5K
2	Business	5	5	218
3	Health Sciences	4	4	191
4	Education	3	3	150
5	Arts	1	1	15

Ioannis E. Livieris

Publications

2.7K

Citations

H-Index

Page 1

	Year	Citations
A CNN–LSTM model for gold price time-series forecasting Ioannis E. Livieris, Emmanuel Pintelas, Panagiotis Pintelas Neural Computing and Applications EngineeringData SciencePredictive AnalyticsNonlinear Time SeriesForecasting	2020	801
An Advanced CNN-LSTM Model for Cryptocurrency Forecasting Ioannis E. Livieris, Niki Kiriakidou, Stavros Stavroyiannis, Electronics EngineeringMachine LearningCryptocurrencyRecurrent Neural NetworkReliable Forecasting Model	2021	173
Ensemble Deep Learning Models for Forecasting Cryptocurrency Time-Series Ioannis E. Livieris, Emmanuel Pintelas, Stavros Stavroyiannis, Algorithms Forecasting MethodologyProbabilistic ForecastingEngineeringMachine LearningData Science	2020	141
A Grey-Box Ensemble Model Exploiting Black-Box Accuracy and White-Box Intrinsic Interpretability Emmanuel Pintelas, Ioannis E. Livieris, Panagiotis Pintelas Algorithms Artificial IntelligenceEngineeringMachine LearningWhite-box Intrinsic InterpretabilityIntelligent Systems	2020	136
Predicting Secondary School Students' Performance Utilizing a Semi-supervised Learning Approach Ioannis E. Livieris, Vassilis Tampakas, Tassos A. Mikropoulos, Journal of Educational Computing Research EngineeringMachine LearningEducationStudent OutcomeText Mining	2018	91
Special Issue on Ensemble Learning and Applications Panagiotis Pintelas, Ioannis E. Livieris Algorithms EngineeringMachine LearningEnsemble MethodsText MiningData Science	2020	86
A novel validation framework to enhance deep learning models in time-series forecasting Ioannis E. Livieris, Stavros Stavroyiannis, Emmanuel Pintelas, Neural Computing and Applications Novel Validation FrameworkForecasting MethodologyEngineeringMachine LearningData Science	2020	76
Explainable Machine Learning Framework for Image Classification Problems: Case Study on Glioma Cancer Prediction Emmanuel Pintelas, Meletis Liaskos, Ioannis E. Livieris, Journal of Imaging	2020	68
Gender Recognition by Voice Using an Improved Self-Labeled Algorithm Ioannis E. Livieris, Emmanuel Pintelas, Panagiotis Pintelas Machine Learning and Knowledge Extraction Artificial IntelligenceEngineeringMachine LearningBiometricsGender Categorization	2019	56
A Convolutional Autoencoder Topology for Classification in High-Dimensional Noisy Image Datasets Emmanuel Pintelas, Ioannis E. Livieris, Panagiotis Pintelas Sensors Geometric LearningConvolutional Neural NetworkEngineeringMachine LearningAutoencoders	2021	55

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