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1

[Lecture Notes in Computer Science] Artificial Neural Networks – ICANN 2006 Volume 4131 || Recurrent Neural Networks Are Universal Approximators

Kollias, Stefanos D., Stafylopatis, Andreas, Duch, Włodzisław, Oja, Erkki

Year:

2006

Language:

english

File:

PDF, 358 KB

english, 2006

2

A transformer-based approach to irony and sarcasm detection

Potamias, Rolandos Alexandros, Siolas, Georgios, Stafylopatis, Andreas - Georgios

Journal:

Neural Computing and Applications

Year:

2020

File:

PDF, 384 KB

2020

3

Enhancing social collaborative filtering through the application of non-negative matrix factorization and exponential random graph models

Alexandridis, Georgios, Siolas, Georgios, Stafylopatis, Andreas

Journal:

Data Mining and Knowledge Discovery

Year:

2017

Language:

english

File:

PDF, 816 KB

english, 2017

4

A HYBRID MOVIE RECOMMENDER SYSTEM BASED ON NEURAL NETWORKS

CHRISTAKOU, CHRISTINA, VRETTOS, SPYROS, STAFYLOPATIS, ANDREAS

Journal:

International Journal of Artificial Intelligence Tools

Year:

2007

Language:

english

File:

PDF, 1.26 MB

english, 2007

5

[IEEE 2019 IEEE International Conference on Image Processing (ICIP) - Taipei, Taiwan (2019.9.22-2019.9.25)] 2019 IEEE International Conference on Image Processing (ICIP) - High-Resolution Class Activation Mapping

Tagaris, Thanos, Sdraka, Maria, Stafylopatis, Andreas

Year:

2019

Language:

english

File:

PDF, 472 KB

english, 2019

6

[Lecture Notes in Computer Science] Artificial Neural Networks – ICANN 2006 Volume 4131 || Quantum Perceptron Network

Kollias, Stefanos D., Stafylopatis, Andreas, Duch, Włodzisław, Oja, Erkki

Year:

2006

Language:

english

File:

PDF, 177 KB

english, 2006

7

[Lecture Notes in Computer Science] Artificial Neural Networks – ICANN 2006 Volume 4131 || Reinforcement Learning with Echo State Networks

Kollias, Stefanos D., Stafylopatis, Andreas, Duch, Włodzisław, Oja, Erkki

Year:

2006

Language:

english

File:

PDF, 354 KB

english, 2006

8

Introduction

Kollias, Stefanos, Stafylopatis, Andreas, Duch, Wlodzislaw, Kollias, Stefanos, Stafylopatis, Andreas, Duch, Wlodzislaw

Journal:

Integrated Computer-Aided Engineering

Year:

2007

File:

PDF, 5 KB

2007

9

[Lecture Notes in Computer Science] Artificial Neural Networks – ICANN 2006 Volume 4132 || Extracting Motion Primitives from Natural Handwriting Data

Kollias, Stefanos, Stafylopatis, Andreas, Duch, Włodzisław, Oja, Erkki

Year:

2006

Language:

english

File:

PDF, 411 KB

english, 2006

10

A visual pathway for shape-based invariant classification of gray scale images

Raftopoulos, Konstantinos A., Papadakis, Nikolaos, Ntalianis, Klimis, Kollias, Stefanos, Kollias, Stefanos, Stafylopatis, Andreas, Duch, Wlodzislaw

Journal:

Integrated Computer-Aided Engineering

Year:

2007

File:

PDF, 374 KB

2007

11

Occlusion, attention and object representations

Taylor, Neill R., Panchev, Christo, Hartley, Matthew, Kasderidis, Stathis, Taylor, John G., Kollias, Stefanos, Stafylopatis, Andreas, Duch, Wlodzislaw

Journal:

Integrated Computer-Aided Engineering

Year:

2007

File:

PDF, 1012 KB

2007

12

Combination of biometric data and learning algorithms for both generation and application of a secure communication link

Neumann, Dirk, Eckmiller, Rolf, Baruth, Oliver, Kollias, Stefanos, Stafylopatis, Andreas, Duch, Wlodzislaw

Journal:

Integrated Computer-Aided Engineering

Year:

2007

File:

PDF, 445 KB

2007

13

Circular road signs recognition with soft classifiers

Cyganek, Bogusław, Kollias, Stefanos, Stafylopatis, Andreas, Duch, Wlodzislaw

Journal:

Integrated Computer-Aided Engineering

Year:

2007

Language:

english

File:

PDF, 827 KB

english, 2007

14

Morphological neural networks and vision based simultaneous localization and mapping

Villaverde, Ivan, GraÃ±a, Manuel, d'Anjou, Alicia, Kollias, Stefanos, Stafylopatis, Andreas, Duch, Wlodzislaw

Journal:

Integrated Computer-Aided Engineering

Year:

2007

File:

PDF, 215 KB

2007

15

An optimum strategy for dynamic and stochastic packet routing problems by chaotic neurodynamics

Kimura, Takayuki, Ikeguchi, Tohru, Kollias, Stefanos, Stafylopatis, Andreas, Duch, Wlodzislaw

Journal:

Integrated Computer-Aided Engineering

Year:

2007

File:

PDF, 540 KB

2007

16

Deep neural architectures for prediction in healthcare

Kollias, Dimitrios, Tagaris, Athanasios, Stafylopatis, Andreas, Kollias, Stefanos, Tagaris, Georgios

Journal:

Complex & Intelligent Systems

Year:

2017

Language:

english

File:

PDF, 2.41 MB

english, 2017

17

[IEEE 2008 20th IEEE International Conference on Tools with Artificial Intelligence (ICTAI) - Dayton, OH, USA (2008.11.3-2008.11.5)] 2008 20th IEEE International Conference on Tools with Artificial Intelligence - A Hybrid Self-Organizing Model for Sequence Analysis

Ferles, Christos, Stafylopatis, Andreas

Year:

2008

Language:

english

File:

PDF, 374 KB

english, 2008

18

[Lecture Notes in Computer Science] Artificial Neural Networks – ICANN 2006 Volume 4131 || Critical Echo State Networks

Kollias, Stefanos D., Stafylopatis, Andreas, Duch, Włodzisław, Oja, Erkki

Year:

2006

Language:

english

File:

PDF, 515 KB

english, 2006

19

[IEEE 2018 25th IEEE International Conference on Image Processing (ICIP) - Athens, Greece (2018.10.7-2018.10.10)] 2018 25th IEEE International Conference on Image Processing (ICIP) - Investigating the Best Performing Task Conditions of a Multi-Tasking Learning Model in Healthcare Using Convolutional Neural Networks: Evidence from a Parkinson'S Disease Database

Vlachostergiou, Aggeliki, Tagaris, Athanasios, Stafylopatis, Andreas, Kollias, Stefanos

Year:

2018

Language:

english

File:

PDF, 1.78 MB

english, 2018

20

Connectionist weighted fuzzy logic programs

Alexandros Chortaras, Giorgos Stamou, Andreas Stafylopatis

Journal:

Year:

2008

Language:

english

File:

PDF, 643 KB

english, 2008

21

[Lecture Notes in Computer Science] Artificial Neural Networks – ICANN 2006 Volume 4131 || Learning Long Term Dependencies with Recurrent Neural Networks

Kollias, Stefanos D., Stafylopatis, Andreas, Duch, Włodzisław, Oja, Erkki

Year:

2006

Language:

english

File:

PDF, 1.43 MB

english, 2006

22

[Lecture Notes in Computer Science] Artificial Neural Networks – ICANN 2006 Volume 4131 || A Model of Grid Cells Based on a Path Integration Mechanism

Kollias, Stefanos D., Stafylopatis, Andreas, Duch, Włodzisław, Oja, Erkki

Year:

2006

Language:

english

File:

PDF, 495 KB

english, 2006

23

Machine Learning for Neurodegenerative Disorder Diagnosis — Survey of Practices and Launch of Benchmark Dataset

Tagaris, Athanasios, Kollias, Dimitrios, Stafylopatis, Andreas, Tagaris, Georgios, Kollias, Stefanos

Journal:

International Journal of Artificial Intelligence Tools

Year:

2018

Language:

english

File:

PDF, 3.10 MB

english, 2018

24

[Lecture Notes in Computer Science] Artificial Neural Networks – ICANN 2006 Volume 4131 || Strong Systematicity in Sentence Processing by an Echo State Network

Kollias, Stefanos D., Stafylopatis, Andreas, Duch, Włodzisław, Oja, Erkki

Year:

2006

Language:

english

File:

PDF, 162 KB

english, 2006

25

[Lecture Notes in Computer Science] Artificial Neural Networks – ICANN 2006 Volume 4131 || A Neural Network Model of Metaphor Understanding with Dynamic Interaction Based on a Statistical Language Analysis

Kollias, Stefanos D., Stafylopatis, Andreas, Duch, Włodzisław, Oja, Erkki

Year:

2006

Language:

english

File:

PDF, 401 KB

english, 2006

26

SCALED SELF-ORGANIZING MAP – HIDDEN MARKOV MODEL ARCHITECTURE FOR BIOLOGICAL SEQUENCE CLUSTERING

Ferles, Christos, Siolas, Georgios, Stafylopatis, Andreas

Journal:

Applied Artificial Intelligence

Year:

2013

Language:

english

File:

PDF, 630 KB

english, 2013

27

Editorial

Stafylopatis, Andreas N., Margaritis, K. G.

Journal:

International Journal of Computer Mathematics

Year:

1998

Language:

english

File:

PDF, 220 KB

english, 1998

28

Dynamic modular fuzzy neural classifier with tree-based structure identification

Minas Pertselakis, Andreas Stafylopatis

Journal:

Year:

2008

Language:

english

File:

PDF, 520 KB

english, 2008

29

A MULTI-CLUSTERING FUSION SCHEME FOR DATA PARTITIONING

FROSSYNIOTIS, DIMITRIOS S., PATERITSAS, CHRISTOS, STAFYLOPATIS, ANDREAS

Journal:

International Journal of Neural Systems

Year:

2005

Language:

english

File:

PDF, 1.24 MB

english, 2005

30

[Lecture Notes in Computer Science] Artificial Neural Networks – ICANN 2006 Volume 4131 || Merging Echo State and Feedforward Neural Networks for Time Series Forecasting

Kollias, Stefanos D., Stafylopatis, Andreas, Duch, Włodzisław, Oja, Erkki

Year:

2006

Language:

english

File:

PDF, 423 KB

english, 2006

31

APPLYING k-SEPARABILITY TO COLLABORATIVE RECOMMENDER SYSTEMS

ALEXANDRIDIS, GEORGIOS, SIOLAS, GEORGIOS, STAFYLOPATIS, ANDREAS

Journal:

International Journal of Artificial Intelligence Tools

Year:

2012

Language:

english

File:

PDF, 503 KB

english, 2012

32

[Lecture Notes in Computer Science] Artificial Neural Networks – ICANN 2006 Volume 4132 || Nonnegative Matrix Factorization for Motor Imagery EEG Classification

Kollias, Stefanos, Stafylopatis, Andreas, Duch, Włodzisław, Oja, Erkki

Year:

2006

Language:

english

File:

PDF, 458 KB

english, 2006

33

[ACM Press the 2013 IEEE/ACM International Conference - Niagara, Ontario, Canada (2013.08.25-2013.08.28)] Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining - ASONAM '13 - A biased random walk recommender based on rejection sampling

Alexandridis, Georgios, Siolas, Georgios, Stafylopatis, Andreas

Year:

2013

Language:

english

File:

PDF, 102 KB

english, 2013

34

[IEEE 2016 IEEE Symposium Series on Computational Intelligence (SSCI) - Athens, Greece (2016.12.6-2016.12.9)] 2016 IEEE Symposium Series on Computational Intelligence (SSCI) - A new approach to session identification by applying fuzzy c-means clustering on web logs

Koutsoukos, Dimitrios, Alexandridis, Georgios, Siolas, Georgios, Stafylopatis, Andreas

Year:

2016

Language:

english

File:

PDF, 5.92 MB

english, 2016

35

[ACM Press Companion The 2019 World Wide Web Conference - San Francisco, USA (2019.05.13-2019.05.17)] Companion Proceedings of The 2019 World Wide Web Conference on - WWW '19 - From Free-text User Reviews to Product Recommendation using Paragraph Vectors and Matrix Factorization

Alexandridis, Georgios, Tagaris, Thanos, Siolas, Giorgos, Stafylopatis, Andreas

Year:

2019

Language:

english

File:

PDF, 948 KB

english, 2019

36

International Conference on Artificial Neural Networks (ICANN 2006)

Stefanos Kollias, Andreas Stafylopatis, Włodzisław Duch

Journal:

Year:

2008

Language:

english

File:

PDF, 73 KB

english, 2008

37

DoSO: a document self-organizer

Gerasimos Spanakis, Georgios Siolas, Andreas Stafylopatis

Journal:

Journal of Intelligent Information Systems

Year:

2012

Language:

english

File:

PDF, 768 KB

english, 2012

38

[IEEE 2015 10th International Workshop on Semantic and Social Media Adaptation and Personalization (SMAP) - Trento, Italy (2015.11.5-2015.11.6)] 2015 10th International Workshop on Semantic and Social Media Adaptation and Personalization (SMAP) - Interweaving deep learning and semantic techniques for emotion analysis in human-machine interaction

Kollias, Dimitris, Marandianos, George, Raouzaiou, Amaryllis, Stafylopatis, Andreas-Georgios

Year:

2015

Language:

english

File:

PDF, 538 KB

english, 2015

39

[IEEE 2015 IEEE 27th International Conference on Tools with Artificial Intelligence (ICTAI) - Vietri sul Mare, Italy (2015.11.9-2015.11.11)] 2015 IEEE 27th International Conference on Tools with Artificial Intelligence (ICTAI) - Advancing the Terminological Classification of Semi-structured Documents

Stratogiannis, Georgios, Siolas, Georgios, Stamou, Georgios, Stafylopatis, Andreas, Chortaras, Alexandros, Tagaris, Athanasios

Year:

2015

Language:

english

File:

PDF, 194 KB

english, 2015

40

A parallel algorithm for the minimum weighted vertex cover problem

Aristidis Likas, Andreas Stafylopatis

Journal:

Information Processing Letters

Year:

1995

Language:

english

File:

PDF, 522 KB

english, 1995

41

Reinforcement learning for symbolic expression induction

Dimitrios Vogiatzis, Andreas Stafylopatis

Journal:

Mathematics and Computers in Simulation

Year:

2000

Language:

english

File:

PDF, 91 KB

english, 2000

42

DEFINITION AND ADAPTATION OF WEIGHTED FUZZY LOGIC PROGRAMS

CHORTARAS, ALEXANDROS, STAMOU, GIORGOS, STAFYLOPATIS, ANDREAS

Journal:

International Journal of Uncertainty Fuzziness and Knowledge-Based Systems

Year:

2009

Language:

english

File:

PDF, 803 KB

english, 2009

43

MEMORY-BASED CLASSIFICATION WITH DYNAMIC FEATURE SELECTION USING SELF-ORGANIZING MAPS FOR PATTERN EVALUATION

PATERITSAS, CHRISTOS, STAFYLOPATIS, ANDREAS

Journal:

International Journal of Artificial Intelligence Tools

Year:

2007

Language:

english

File:

PDF, 1.41 MB

english, 2007

44

Self-Organizing Hidden Markov Model Map (SOHMMM)

Ferles, Christos, Stafylopatis, Andreas

Journal:

Neural Networks

Year:

2013

Language:

english

File:

PDF, 1.03 MB

english, 2013

45

[IEEE 2009 21st IEEE International Conference on Tools with Artificial Intelligence (ICTAI) - Newark, New Jersey, USA (2009.11.2-2009.11.4)] 2009 21st IEEE International Conference on Tools with Artificial Intelligence - Multi-dimensional Raycasting for Fuzzy Pattern Classication

Lanaridis, Aris, Stafylopatis, Andreas

Year:

2009

Language:

english

File:

PDF, 268 KB

english, 2009

46

[Lecture Notes in Computer Science] Artificial Neural Networks – ICANN 2006 Volume 4132 || Image Compression by Vector Quantization with Recurrent Discrete Networks

Kollias, Stefanos, Stafylopatis, Andreas, Duch, Włodzisław, Oja, Erkki

Year:

2006

Language:

english

File:

PDF, 424 KB

english, 2006

47

[Lecture Notes in Computer Science] Artificial Neural Networks – ICANN 2006 Volume 4132 || Testing the Fraud Detection Ability of Different User Profiles by Means of FF-NN Classifiers

Kollias, Stefanos, Stafylopatis, Andreas, Duch, Włodzisław, Oja, Erkki

Year:

2006

Language:

english

File:

PDF, 239 KB

english, 2006

48

[IEEE 2018 25th IEEE International Conference on Image Processing (ICIP) - Athens, Greece (2018.10.7-2018.10.10)] 2018 25th IEEE International Conference on Image Processing (ICIP) - Multi-Task Learning for Predicting Parkinson's Disease Based on Medical Imaging Information

Vlachostergiou, Aggeliki, Tagaris, Athanasios, Stafylopatis, Andreas, Kollias, Stefanos

Year:

2018

Language:

english

File:

PDF, 415 KB

english, 2018

49

[Lecture Notes in Computer Science] Artificial Neural Networks – ICANN 2006 Volume 4131 || K-Separability

Kollias, Stefanos D., Stafylopatis, Andreas, Duch, Włodzisław, Oja, Erkki

Year:

2006

Language:

english

File:

PDF, 419 KB

english, 2006

50

[Lecture Notes in Computer Science] Artificial Neural Networks – ICANN 2006 Volume 4131 || A Methodology for Estimating the Product Life Cycle Cost Using a Hybrid GA and ANN Model

Kollias, Stefanos D., Stafylopatis, Andreas, Duch, Włodzisław, Oja, Erkki

Year:

2006

Language:

english

File:

PDF, 193 KB

english, 2006

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