Works by Livieris, Ioannis E.

Results: 41

An Alternating Sum of Fibonacci and Lucas Numbers of Order k.

Published in:

Mathematics (2227-7390), 2020, v. 8, n. 9, p. 1487, doi. 10.3390/math8091487

By:

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

Publication type:

Article

XSC—An eXplainable Image Segmentation and Classification Framework: A Case Study on Skin Cancer.

Published in:

Electronics (2079-9292), 2023, v. 12, n. 17, p. 3551, doi. 10.3390/electronics12173551

By:

Pintelas, Emmanuel;
Livieris, Ioannis E.

Publication type:

Article

Explainable Feature Extraction and Prediction Framework for 3D Image Recognition Applied to Pneumonia Detection.

Published in:

Electronics (2079-9292), 2023, v. 12, n. 12, p. 2663, doi. 10.3390/electronics12122663

By:

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

Publication type:

Article

Special Issue: Regularization Techniques for Machine Learning and Their Applications.

Published in:

Electronics (2079-9292), 2022, v. 11, n. 4, p. 521, doi. 10.3390/electronics11040521

By:

Kotsilieris, Theodore;
Anagnostopoulos, Ioannis;
Livieris, Ioannis E.

Publication type:

Article

Application of Deep Neural Network to the Reconstruction of Two-Phase Material Imaging by Capacitively Coupled Electrical Resistance Tomography.

Published in:

Electronics (2079-9292), 2021, v. 10, n. 9, p. 1058, doi. 10.3390/electronics10091058

By:

Chen, Zhuoran;
Ma, Gege;
Jiang, Yandan;
Wang, Baoliang;
Soleimani, Manuchehr;
Kotsilieris, Theodore;
Livieris, Ioannis E.;
Anagnostopoulos, Ioannis

Publication type:

Article

An Advanced CNN-LSTM Model for Cryptocurrency Forecasting.

Published in:

Electronics (2079-9292), 2021, v. 10, n. 3, p. 287, doi. 10.3390/electronics10030287

By:

Livieris, Ioannis E.;
Kiriakidou, Niki;
Stavroyiannis, Stavros;
Pintelas, Panagiotis;
Mosavi, Amir

Publication type:

Article

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

Published in:

Journal of Imaging, 2020, v. 6, n. 6, p. 1, doi. 10.3390/jimaging6060037

By:

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

Publication type:

Article

Explainable Image Similarity: Integrating Siamese Networks and Grad-CAM.

Published in:

Journal of Imaging, 2023, v. 9, n. 10, p. 224, doi. 10.3390/jimaging9100224

By:

Livieris, Ioannis E.;
Pintelas, Emmanuel;
Kiriakidou, Niki;
Pintelas, Panagiotis

Publication type:

Article

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

Published in:

Informatics, 2019, v. 6, n. 1, p. 1, doi. 10.3390/informatics6010001

By:

Livieris, Ioannis E.

Publication type:

Article

On Ensemble SSL Algorithms for Credit Scoring Problem.

Published in:

Informatics, 2018, v. 5, n. 4, p. 40, doi. 10.3390/informatics5040040

By:

Livieris, Ioannis E.;
Kiriakidou, Niki;
Kanavos, Andreas;
Tampakas, Vassilis;
Pintelas, Panagiotis

Publication type:

Article

MobileNet-HeX: Heterogeneous Ensemble of MobileNet eXperts for Efficient and Scalable Vision Model Optimization.

Published in:

Big Data & Cognitive Computing, 2025, v. 9, n. 1, p. 2, doi. 10.3390/bdcc9010002

By:

Pintelas, Emmanuel;
Livieris, Ioannis E.;
Tampakas, Vasilis;
Pintelas, Panagiotis

Publication type:

Article

Weight-Constrained Neural Networks in Forecasting Tourist Volumes: A Case Study.

Published in:

Electronics (2079-9292), 2019, v. 8, n. 9, p. 1005, doi. 10.3390/electronics8091005

By:

Livieris, Ioannis E.;
Pintelas, Emmanuel;
Kotsilieris, Theodore;
Stavroyiannis, Stavros;
Pintelas, Panagiotis

Publication type:

Article

Mutual information-based neighbor selection method for causal effect estimation.

Published in:

Neural Computing & Applications, 2024, v. 36, n. 16, p. 9141, doi. 10.1007/s00521-024-09555-8

By:

Kiriakidou, Niki;
Livieris, Ioannis E.;
Pintelas, Panagiotis

Publication type:

Article

A novel multi-step forecasting strategy for enhancing deep learning models' performance.

Published in:

Neural Computing & Applications, 2022, v. 34, n. 22, p. 19453, doi. 10.1007/s00521-022-07158-9

By:

Livieris, Ioannis E.;
Pintelas, Panagiotis

Publication type:

Article

A novel explainable image classification framework: case study on skin cancer and plant disease prediction.

Published in:

Neural Computing & Applications, 2021, v. 33, n. 22, p. 15171, doi. 10.1007/s00521-021-06141-0

By:

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

Publication type:

Article

Smoothing and stationarity enforcement framework for deep learning time-series forecasting.

Published in:

Neural Computing & Applications, 2021, v. 33, n. 20, p. 14021, doi. 10.1007/s00521-021-06043-1

By:

Livieris, Ioannis E.;
Stavroyiannis, Stavros;
Iliadis, Lazaros;
Pintelas, Panagiotis

Publication type:

Article

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

Published in:

Neural Computing & Applications, 2020, v. 32, n. 23, p. 17149, doi. 10.1007/s00521-020-05169-y

By:

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

Publication type:

Article

A CNN–LSTM model for gold price time-series forecasting.

Published in:

Neural Computing & Applications, 2020, v. 32, n. 23, p. 17351, doi. 10.1007/s00521-020-04867-x

By:

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

Publication type:

Article

An advanced active set L-BFGS algorithm for training weight-constrained neural networks.

Published in:

Neural Computing & Applications, 2020, v. 32, n. 11, p. 6669, doi. 10.1007/s00521-019-04689-6

By:

Livieris, Ioannis E.

Publication type:

Article

An improved weight-constrained neural network training algorithm.

Published in:

Neural Computing & Applications, 2020, v. 32, n. 9, p. 4177, doi. 10.1007/s00521-019-04342-2

By:

Livieris, Ioannis E.;
Pintelas, Panagiotis

Publication type:

Article

TextNeX: Text Network of eXperts for Robust Text Classification—Case Study on Machine-Generated-Text Detection.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 10, p. 1555, doi. 10.3390/math13101555

By:

Pintelas, Emmanuel;
Koursaris, Athanasios;
Livieris, Ioannis E.;
Tampakas, Vasilis

Publication type:

Article

C-KAN: A New Approach for Integrating Convolutional Layers with Kolmogorov–Arnold Networks for Time-Series Forecasting.

Published in:

Mathematics (2227-7390), 2024, v. 12, n. 19, p. 3022, doi. 10.3390/math12193022

By:

Livieris, Ioannis E.

Publication type:

Article

Special Issue on Machine Learning and AI for Sensors.

Published in:

Sensors (14248220), 2023, v. 23, n. 5, p. 2770, doi. 10.3390/s23052770

By:

Pintelas, Panagiotis;
Kotsiantis, Sotiris;
Livieris, Ioannis E.

Publication type:

Article

A Convolutional Autoencoder Topology for Classification in High-Dimensional Noisy Image Datasets.

Published in:

Sensors (14248220), 2021, v. 21, n. 22, p. 7731, doi. 10.3390/s21227731

By:

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

Publication type:

Article

XCycles Backprojection Acoustic Super-Resolution.

Published in:

Sensors (14248220), 2021, v. 21, n. 10, p. 3453, doi. 10.3390/s21103453

By:

Almasri, Feras;
Vandendriessche, Jurgen;
Segers, Laurent;
da Silva, Bruno;
Braeken, An;
Steenhaut, Kris;
Touhafi, Abdellah;
Debeir, Olivier;
Kotsiantis, Sotiris;
Pintelas, Panagiotis E.;
Livieris, Ioannis E.

Publication type:

Article

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

Published in:

Journal of Educational Computing Research, 2019, v. 57, n. 2, p. 448, doi. 10.1177/0735633117752614

By:

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

Publication type:

Article

Automatic classification of solitary pulmonary nodules in PET/CT imaging employing transfer learning techniques.

Published in:

2021

By:

Apostolopoulos, Ioannis D.;
Pintelas, Emmanuel G.;
Livieris, Ioannis E.;
Apostolopoulos, Dimitris J.;
Papathanasiou, Nikolaos D.;
Pintelas, Panagiotis E.;
Panayiotakis, George S.

Publication type:

journal article

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

Published in:

ISRN Computational Mathematics, 2012, p. 1, doi. 10.5402/2012/435495

By:

Livieris, Ioannis E.;
Pintelas, Panagiotis

Publication type:

Article

An Advanced Conjugate Gradient Training Algorithm Based on a Modified Secant Equation.

Published in:

ISRN Artificial Intelligence, 2012, v. 2012, p. 1, doi. 10.5402/2012/486361

By:

Livieris, Ioannis E.;
Pintelas, Panagiotis

Publication type:

Article

Special Issue on Ensemble Learning and/or Explainability.

Published in:

Algorithms, 2023, v. 16, n. 1, p. 49, doi. 10.3390/a16010049

By:

Pintelas, Panagiotis;
Livieris, Ioannis E.

Publication type:

Article

The Study of Multiple Classes Boosting Classification Method Based on Local Similarity.

Published in:

Algorithms, 2021, v. 14, n. 2, p. 37, doi. 10.3390/a14020037

By:

Wang, Shixun;
Chen, Qiang;
Pintelas, Panagiotis;
Livieris, Ioannis E.

Publication type:

Article

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

Published in:

Algorithms, 2020, v. 13, n. 11, p. 273, doi. 10.3390/a13110273

By:

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

Publication type:

Article

Special Issue on Ensemble Learning and Applications.

Published in:

2020

By:

Pintelas, Panagiotis;
Livieris, Ioannis E.

Publication type:

Editorial

Ensemble Deep Learning Models for Forecasting Cryptocurrency Time-Series.

Published in:

Algorithms, 2020, v. 13, n. 5, p. 121, doi. 10.3390/a13050121

By:

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

Publication type:

Article

A Grey-Box Ensemble Model Exploiting Black-Box Accuracy and White-Box Intrinsic Interpretability.

Published in:

Algorithms, 2020, v. 13, n. 1, p. 17, doi. 10.3390/a13010017

By:

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

Publication type:

Article

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

Published in:

Algorithms, 2019, v. 12, n. 4, p. 85, doi. 10.3390/a12040085

By:

Livieris, Ioannis E.

Publication type:

Article

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

Published in:

Algorithms, 2019, v. 12, n. 3, p. 64, doi. 10.3390/a12030064

By:

Livieris, Ioannis E.;
Kanavos, Andreas;
Tampakas, Vassilis;
Pintelas, Panagiotis

Publication type:

Article

Decision Support Software for Forecasting Patient's Length of Stay.

Published in:

Algorithms, 2018, v. 11, n. 12, p. 199, doi. 10.3390/a11120199

By:

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

Publication type:

Article

An Auto-Adjustable Semi-Supervised Self-Training Algorithm.

Published in:

Algorithms, 2018, v. 11, n. 9, p. 139, doi. 10.3390/a11090139

By:

Livieris, Ioannis E.;
Kanavos, Andreas;
Tampakas, Vassilis;
Pintelas, Panagiotis

Publication type:

Article

Fuzzy Information Diffusion in Twitter by Considering User's Influence.

Published in:

International Journal on Artificial Intelligence Tools, 2020, v. 29, n. 2, p. N.PAG, doi. 10.1142/S0218213020400035

By:

Kanavos, Andreas;
Livieris, Ioannis E.

Publication type:

Article

AN IMPROVED SPECTRAL CONJUGATE GRADIENT NEURAL NETWORK TRAINING ALGORITHM.

Published in:

International Journal on Artificial Intelligence Tools, 2012, v. 21, n. 1, p. 1250009-1, doi. 10.1142/S0218213011004757

By:

LIVIERIS, IOANNIS E.;
PINTELAS, PANAGIOTIS

Publication type:

Article