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1

Gender Recognition by Voice using an Improved Self-Labeled Algorithm

Livieris, Ioannis, Pintelas, Emmanuel, Pintelas, Panagiotis

Journal:

Machine Learning and Knowledge Extraction

Year:

2019

Language:

english

File:

PDF, 1.13 MB

english, 2019

2

Gender Recognition by Voice using an Improved Self-Labeled Algorithm

Livieris, Ioannis, Pintelas, Emmanuel, Pintelas, Panagiotis

Journal:

Machine Learning and Knowledge Extraction

Year:

2019

File:

PDF, 1.13 MB

2019

3

[ACM Press the 22nd Pan-Hellenic Conference - Athens, Greece (2018.11.29-2018.12.01)] Proceedings of the 22nd Pan-Hellenic Conference on Informatics - PCI '18 - An Apache Spark implementation for graph-based hashtag sentiment classification on Twitter

Dritsas, Elias, Livieris, Ioannis E., Giotopoulos, Konstantinos, Theodorakopoulos, Leonidas

Year:

2018

Language:

english

File:

PDF, 172 KB

english, 2018

4

A CNNâLSTM model for gold price time-series forecasting

Livieris, Ioannis E., Pintelas, Emmanuel, Pintelas, Panagiotis

Journal:

Neural Computing and Applications

Year:

2020

File:

PDF, 358 KB

2020

5

On Ensemble SSL Algorithms for Credit Scoring Problem

Livieris, Ioannis, Kiriakidou, Niki, Kanavos, Andreas, Tampakas, Vassilis, Pintelas, Panagiotis

Journal:

Year:

2018

File:

PDF, 778 KB

2018

6

[ACM Press the 8th International Conference - Thessaloniki, Greece (2018.06.20-2018.06.22)] Proceedings of the 8th International Conference on Software Development and Technologies for Enhancing Accessibility and Fighting Info-exclusion - DSAI 2018 - Predicting length of stay in hospitalized patients using SSL algorithms

Livieris, Ioannis E., Dimopoulos, Ioannis F., Kotsilieris, Theodore, Pintelas, Panagiotis

Year:

2018

Language:

english

File:

PDF, 665 KB

english, 2018

7

Ensemble Deep Learning Models for Forecasting Cryptocurrency Time-Series

Livieris, Ioannis E., Pintelas, Emmanuel, Stavroyiannis, Stavros, Pintelas, Panagiotis

Journal:

Year:

2020

File:

PDF, 433 KB

2020

8

Explainable Machine Learning Framework for Image Classification Problems: Case Study on Glioma Cancer Prediction

Pintelas, Emmanuel, Liaskos, Meletis, Livieris, Ioannis E., Kotsiantis, Sotiris, Pintelas, Panagiotis

Journal:

Journal of Imaging

Year:

2020

File:

PDF, 10.07 MB

2020

9

On ensemble techniques of weight-constrained neural networks

Livieris, Ioannis E., Iliadis, Lazaros, Pintelas, Panagiotis

Journal:

Evolving Systems

Year:

2020

Language:

english

File:

PDF, 1.29 MB

english, 2020

10

AN IMPROVED SPECTRAL CONJUGATE GRADIENT NEURAL NETWORK TRAINING ALGORITHM

LIVIERIS, IOANNIS E., PINTELAS, PANAGIOTIS

Journal:

International Journal of Artificial Intelligence Tools

Year:

2012

Language:

english

File:

PDF, 394 KB

english, 2012

11

Globally convergent modified Perry’s conjugate gradient method

Ioannis E. Livieris, Panagiotis Pintelas

Journal:

Applied Mathematics and Computation

Year:

2012

Language:

english

File:

PDF, 433 KB

english, 2012

12

A modified Perry conjugate gradient method and its global convergence

Livieris, Ioannis E., Pintelas, Panagiotis

Journal:

Optimization Letters

Year:

2015

Language:

english

File:

PDF, 372 KB

english, 2015

13

Forecasting Economy-Related Data Utilizing Weight-Constrained Recurrent Neural Networks

Livieris, Ioannis E.

Journal:

Year:

2019

Language:

english

File:

PDF, 988 KB

english, 2019

14

Decision Support Software for Forecasting Patient’s Length of Stay

Livieris, Ioannis, Kotsilieris, Theodore, Dimopoulos, Ioannis, Pintelas, Panagiotis

Journal:

Year:

2018

Language:

english

File:

PDF, 1.02 MB

english, 2018

15

An Auto-Adjustable Semi-Supervised Self-Training Algorithm

Livieris, Ioannis, Kanavos, Andreas, Tampakas, Vassilis, Pintelas, Panagiotis

Journal:

Year:

2018

Language:

english

File:

PDF, 325 KB

english, 2018

16

Special Issue on Ensemble Learning and Applications

Pintelas, Panagiotis, Livieris, Ioannis E.

Journal:

Year:

2020

File:

PDF, 167 KB

2020

17

[ACM Press the 21st Pan-Hellenic Conference - Larissa, Greece (2017.09.28-2017.09.30)] Proceedings of the 21st Pan-Hellenic Conference on Informatics - PCI 2017 - A hybrid conjugate gradient method based on the self-scaled memoryless BFGS update

Livieris, Ioannis E., Karlos, Stamatis, Tampakas, Vassilis, Pintelas, Panagiotis

Year:

2017

Language:

english

File:

PDF, 149 KB

english, 2017

18

An Alternating Sum of Fibonacci and Lucas Numbers of Order k

Dafnis, Spiros D., Philippou, Andreas N., Livieris, Ioannis E.

Journal:

Year:

2020

File:

PDF, 702 KB

2020

19

Predicting Secondary School Students' Performance Utilizing a Semi-supervised Learning Approach

Livieris, Ioannis E., Drakopoulou, Konstantina, Tampakas, Vassilis T., Mikropoulos, Tassos A., Pintelas, Panagiotis

Journal:

Journal of Educational Computing Research

Year:

2018

Language:

english

File:

PDF, 781 KB

english, 2018

20

An identity relating Fibonacci and Lucas numbers of order k

Dafnis, Spiros D., Philippou, Andreas N., Livieris, Ioannis E.

Journal:

Electronic Notes in Discrete Mathematics

Year:

2018

Language:

english

File:

PDF, 164 KB

english, 2018

21

A novel validation framework to enhance deep learning models in time-series forecasting

Livieris, Ioannis E., Stavroyiannis, Stavros, Pintelas, Emmanuel, Pintelas, Panagiotis

Journal:

Neural Computing and Applications

Year:

2020

File:

PDF, 1.13 MB

2020

22

A new class of spectral conjugate gradient methods based on a modified secant equation for unconstrained optimization

Ioannis E. Livieris, Panagiotis Pintelas

Journal:

Journal of Computational and Applied Mathematics

Year:

2013

Language:

english

File:

PDF, 378 KB

english, 2013

23

Decision Support Software for Forecasting Patient’s Length of Stay

Livieris, Ioannis, Kotsilieris, Theodore, Dimopoulos, Ioannis, Pintelas, Panagiotis

Journal:

Year:

2018

File:

PDF, 1.02 MB

2018

24

A new class of nonmonotone conjugate gradient training algorithms

Livieris, Ioannis E., Pintelas, Panagiotis

Journal:

Applied Mathematics and Computation

Year:

2015

Language:

english

File:

PDF, 520 KB

english, 2015

25

An adaptive nonmonotone active set -weight constrained- neural network training algorithm

Livieris, Ioannis E., Pintelas, Panagiotis

Journal:

Year:

2019

File:

PDF, 443 KB

2019

26

A new conjugate gradient algorithm for training neural networks based on a modified secant equation

Livieris, Ioannis E., Pintelas, Panagiotis

Journal:

Applied Mathematics and Computation

Year:

2013

Language:

english

File:

PDF, 761 KB

english, 2013

27

[IEEE 2017 8th International Conference on Information, Intelligence, Systems & Applications (IISA) - Larnaca, Cyprus (2017.8.27-2017.8.30)] 2017 8th International Conference on Information, Intelligence, Systems & Applications (IISA) - Enhancing high school students' performance based on semi-supervised methods

Kostopoulos, Georgios, Livieris, Ioannis E., Kotsiantis, Sotiris, Tampakas, Vassilis

Year:

2017

Language:

english

File:

PDF, 415 KB

english, 2017

28

A limited memory descent Perry conjugate gradient method

Livieris, Ioannis E., Pintelas, Panagiotis

Journal:

Optimization Letters

Year:

2016

Language:

english

File:

PDF, 681 KB

english, 2016

29

Improving the Classification Efficiency of an ANN Utilizing a New Training Methodology

Livieris, Ioannis

Journal:

Year:

2018

File:

PDF, 547 KB

2018

30

A Multiple-Input Neural Network Model for Predicting Cotton Production Quantity: A Case Study

Livieris, Ioannis E., Dafnis, Spiros D., Papadopoulos, George K., Kalivas, Dionissios P.

Journal:

Year:

2020

File:

PDF, 787 KB

2020

31

A Weighted Voting Ensemble Self-Labeled Algorithm for the Detection of Lung Abnormalities from X-Rays

Livieris, Ioannis, Kanavos, Andreas, Tampakas, Vassilis, Pintelas, Panagiotis

Journal:

Year:

2019

Language:

english

File:

PDF, 297 KB

english, 2019

32

Detecting Lung Abnormalities From X-rays Using an Improved SSL Algorithm

Livieris, Ioannis, Kanavos, Andreas, Pintelas, Panagiotis

Journal:

Electronic Notes in Theoretical Computer Science

Year:

2019

Language:

english

File:

PDF, 894 KB

english, 2019

33

An identity relating Fibonacci and Lucas numbers of order k

Dafnis, Spiros D., Philippou, Andreas N., Livieris, Ioannis E.

Journal:

Electronic Notes in Discrete Mathematics

Year:

2018

File:

PDF, 164 KB

2018

34

An improved weight-constrained neural network training algorithm

Livieris, Ioannis E., Pintelas, Panagiotis

Journal:

Neural Computing and Applications

Year:

2019

Language:

english

File:

PDF, 796 KB

english, 2019

35

[IEEE 2018 9th International Conference on Information, Intelligence, Systems and Applications (IISA) - Zakynthos, Greece (2018.7.23-2018.7.25)] 2018 9th International Conference on Information, Intelligence, Systems and Applications (IISA) - Performance Evaluation of an SSL Algorithm for Forecasting the Dow Jones Index Stocks

Livieris, Ioannis E., Kanavos, Andreas, Vonitsanos, Gerasimos, Kiriakidou, Niki, Vikatos, Anastasios, Giotopoulos, Konstantinos, Tampakas, Vassilis

Year:

2018

File:

PDF, 8 KB

2018

36

An Ensemble SSL Algorithm for Efficient Chest X-Ray Image Classification

Livieris, Ioannis, Kanavos, Andreas, Tampakas, Vassilis, Pintelas, Panagiotis

Journal:

Journal of Imaging

Year:

2018

Language:

english

File:

PDF, 357 KB

english, 2018

37

A Descent Dai-Liao Conjugate Gradient Method Based on a Modified Secant Equation and Its Global Convergence

Livieris, Ioannis E., Pintelas, Panagiotis

Journal:

ISRN Computational Mathematics

Year:

2012

Language:

english

File:

PDF, 290 KB

english, 2012

38

A descent hybrid conjugate gradient method based on the memoryless BFGS update

Livieris, Ioannis E., Tampakas, Vassilis, Pintelas, Panagiotis

Journal:

Numerical Algorithms

Year:

2018

Language:

english

File:

PDF, 649 KB

english, 2018

39

Fuzzy Information Diffusion in Twitter by Considering Userâs Influence

Kanavos, Andreas, Livieris, Ioannis E.

Journal:

International Journal of Artificial Intelligence Tools

Year:

2020

File:

PDF, 338 KB

2020

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