default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDEmmanuel Pintelas
Person information
- affiliation: University of Patras, Department of Mathematics, Patras, Greece
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
Books and Theses
- 2023
[b1]Emmanuel Pintelas:
Intrinsic interpretable machine learning frameworks for image classification. University of Patras, Greece, 2023
Journal Articles
- 2024
- [j15]Emmanuel Pintelas, Ioannis E. Livieris, Panayiotis E. Pintelas:
Adaptive augmentation framework for domain independent few shot learning. Knowl. Based Syst. 299: 112047 (2024) - 2023
- [j14]Emmanuel Pintelas, Ioannis E. Livieris, Sotiris Kotsiantis, Panayiotis E. Pintelas:
A multi-view-CNN framework for deep representation learning in image classification. Comput. Vis. Image Underst. 232: 103687 (2023) - [j13]Ioannis E. Livieris
, Emmanuel Pintelas, Niki Kiriakidou, Panayiotis E. Pintelas:
Explainable Image Similarity: Integrating Siamese Networks and Grad-CAM. J. Imaging 9(10): 224 (2023) - 2022
- [j12]Emmanuel Pintelas, Panayiotis E. Pintelas:
A 3D-CAE-CNN model for Deep Representation Learning of 3D images. Eng. Appl. Artif. Intell. 113: 104978 (2022) - [j11]Ioannis E. Livieris, Stavros Stavroyiannis, Emmanuel Pintelas, Theodore Kotsilieris, Panayiotis E. Pintelas:
A dropout weight-constrained recurrent neural network model for forecasting the price of major cryptocurrencies and CCi30 index. Evol. Syst. 13(1): 85-100 (2022) - 2021
- [j10]Ioannis D. Apostolopoulos, Emmanuel G. Pintelas, Ioannis E. Livieris, Dimitris J. Apostolopoulos, Nikolaos D. Papathanasiou, Panagiotis E. Pintelas, George S. Panayiotakis:
Automatic classification of solitary pulmonary nodules in PET/CT imaging employing transfer learning techniques. Medical Biol. Eng. Comput. 59(6): 1299-1310 (2021) - [j9]Emmanuel Pintelas, Meletis Liaskos, Ioannis E. Livieris, Sotiris Kotsiantis, Panagiotis E. Pintelas:
A novel explainable image classification framework: case study on skin cancer and plant disease prediction. Neural Comput. Appl. 33(22): 15171-15189 (2021) - [j8]Emmanuel Pintelas, Ioannis E. Livieris, Panagiotis E. Pintelas:
A Convolutional Autoencoder Topology for Classification in High-Dimensional Noisy Image Datasets. Sensors 21(22): 7731 (2021) - 2020
- [j7]Emmanuel Pintelas, Ioannis E. Livieris, Panayiotis E. Pintelas:
A Grey-Box Ensemble Model Exploiting Black-Box Accuracy and White-Box Intrinsic Interpretability. Algorithms 13(1): 17 (2020) - [j6]Ioannis E. Livieris, Emmanuel Pintelas, Stavros Stavroyiannis, Panayiotis E. Pintelas:
Ensemble Deep Learning Models for Forecasting Cryptocurrency Time-Series. Algorithms 13(5): 121 (2020) - [j5]Theodore Kotsilieris, Emmanuel Pintelas, Ioannis E. Livieris, Panayiotis E. Pintelas:
Predicting anxiety disorders and suicide tendency using machine learning: a review. Int. J. Medical Eng. Informatics 12(6): 599-608 (2020) - [j4]Emmanuel Pintelas, Meletis Liaskos, Ioannis E. Livieris, Sotiris Kotsiantis, Panayiotis E. Pintelas:
Explainable Machine Learning Framework for Image Classification Problems: Case Study on Glioma Cancer Prediction. J. Imaging 6(6): 37 (2020) - [j3]Ioannis E. Livieris, Stavros Stavroyiannis, Emmanuel Pintelas, Panayiotis E. Pintelas:
A novel validation framework to enhance deep learning models in time-series forecasting. Neural Comput. Appl. 32(23): 17149-17167 (2020) - [j2]Ioannis E. Livieris, Emmanuel Pintelas, Panayiotis E. Pintelas:
A CNN-LSTM model for gold price time-series forecasting. Neural Comput. Appl. 32(23): 17351-17360 (2020) - 2019
- [j1]Ioannis E. Livieris, Emmanuel Pintelas, Panagiotis E. Pintelas:
Gender Recognition by Voice using an Improved Self-Labeled Algorithm. Mach. Learn. Knowl. Extr. 1(1): 492-503 (2019)
Conference and Workshop Papers
- 2023
- [c7]Emmanuel Pintelas, Ioannis E. Livieris, Panagiotis P. Pintelas:
A Deep Learning-Based Methodology for Detecting and Visualizing Continuous Gravitational Waves. AIAI (1) 2023: 3-14 - 2021
- [c6]Emmanuel Pintelas, Ioannis E. Livieris, Nikolaos Barotsis, George Panayiotakis, Panagiotis E. Pintelas:
An Autoencoder Convolutional Neural Network Framework for Sarcopenia Detection Based on Multi-frame Ultrasound Image Slices. AIAI 2021: 209-219 - [c5]Dustin Carrión-Ojeda, Mahbubul Alam, Sergio Escalera, Ahmed K. Farahat, Dipanjan Ghosh, Maria Teresa Gonzalez Diaz, Chetan Gupta, Isabelle Guyon, Joël Roman Ky, Xian Yeow Lee, Xin Liu, Felix Mohr, Manh Hung Nguyen, Emmanuel Pintelas, Stefan Roth, Simone Schaub-Meyer, Haozhe Sun, Ihsan Ullah, Joaquin Vanschoren, Lasitha Vidyaratne, Jiamin Wu, Xiaotian Yin:
NeurIPS’22 Cross-Domain MetaDL Challenge: Results and lessons learned. NeurIPS (Competition and Demos) 2021: 50-72 - 2020
- [c4]Emmanuel Pintelas, Ioannis E. Livieris, Stavros Stavroyiannis, Theodore Kotsilieris, Panayiotis E. Pintelas:
Investigating the Problem of Cryptocurrency Price Prediction: A Deep Learning Approach. AIAI (2) 2020: 99-110 - [c3]Ioannis E. Livieris, Emmanuel Pintelas, Niki Kiriakidou, Stavros Stavroyiannis:
An Advanced Deep Learning Model for Short-Term Forecasting U.S. Natural Gas Price and Movement. AIAI Workshops 2020: 165-176 - 2018
- [c2]Emmanuel G. Pintelas, Theodore Kotsilieris, Ioannis E. Livieris, Panagiotis E. Pintelas:
A review of machine learning prediction methods for anxiety disorders. DSAI 2018: 8-15 - [c1]Vassilis Tampakas, Ioannis E. Livieris, Emmanuel Pintelas, Nikos I. Karacapilidis, Panagiotis P. Pintelas:
Prediction of Students' Graduation Time Using a Two-Level Classification Algorithm. TECH-EDU 2018: 553-565
Informal and Other Publications
- 2024
- [i2]Lavrentia Aravani, Emmanuel Pintelas, Christos Pierrakeas, Panagiotis Pintelas:
A Natural Language Processing Framework for Hotel Recommendation Based on Users' Text Reviews. CoRR abs/2408.00716 (2024) - 2023
- [i1]Ioannis E. Livieris, Emmanuel Pintelas, Niki Kiriakidou, Panagiotis P. Pintelas:
Explainable Image Similarity: Integrating Siamese Networks and Grad-CAM. CoRR abs/2310.07678 (2023)
Coauthor Index
aka: Panagiotis E. Pintelas
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-09-10 23:41 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
