P A P E R L I S T
| Efficient Implementation of a Self-Sufficient Solar-Powered Real-Time Deep Learning-Based System | |||
| Sorin Liviu Jurj, Raul Rotar, Flavius Opritoiu, Mircea Vladutiu | |||
| Presenter: Sorin Liviu Jurj | Session: 2 | ||
| Stability Analysis of Neutral-Type Hopfield Neural Networks with Multiple Delays | |||
| Ozlem Faydasicok | |||
| Presenter: Ozlem Faydasicok | Session: 15 | ||
| A New Lyapunov Analysis of Robust Stability of Neural Networks with Discrete Time Delays | |||
| SABRI ARIK | |||
| Presenter: SABRI ARIK | Session: 15 | ||
| Leveraging Radar Features to Improve Point Clouds Segmentation with Neural Networks | |||
| Alessandro Cennamo, Florian Kaestner, Anton Kummert | |||
| Presenter: Alessandro Cennamo | Session: 2 | ||
| An ASP-Based Approach for Phase Balancing in Power Electrical Systems | |||
| Theofanis Aravanis, Andreas Petratos, Georgia Douklia | |||
| Presenter: Theofanis Aravanis | Session: 28 | ||
| Generalized entropy loss function in neural network: variable’s importance and sensitivity analysis | |||
| Krzysztof Gajowniczek, Tomasz Ząbkowski | |||
| Presenter: Tomasz Ząbkowski | Session: 9 | ||
| Fuzzy Logic Application to Searchable Cryptography | |||
| Hassan B. Kazemian, Yang Ma | |||
| Presenter: Yang Ma | Session: 28 | ||
| Robust multilayer perceptrons: Robust loss functions and their derivatives | |||
| Jan Kalina, Petra Vidnerová | |||
| Presenter: Jan Kalina | Session: 15 | ||
| λ-DNNs and their Implementation in Aerodynamic and Conjugate Heat Transfer Optimization | |||
| Marina Kontou, Dimitrios Kapsoulis, Ioannis Baklagis, Kyriakos Giannakoglou | |||
| Presenter: Marina Kontou | Session: 2 | ||
| Drug2vec: A Drug Embedding Method with Drug-Drug Interaction as the Context | |||
| Pengfei Liu, Xubin Zheng, Man-Hon Wong, Kwong-Sak Leung | |||
| Presenter: Xubin Zheng | Session: 18 | ||
| Electronic equivalent of consciousness with elementary mental process model | |||
| Leonard Bernau, Filip Paulu, Jan Voves | |||
| Presenter: Leonard Bernau | Session: 18 | ||
| Probabilistic estimation of evaporated water in cooling towers using a generative adversarial network | |||
| Serafin Alonso, Antonio Morán, Daniel Pérez, Miguel Ángel Prada, Juan José Fuertes, Manuel Domínguez | |||
| Presenter: Serafin Alonso | Session: 2 | ||
| Reduction of Variables and Generation of Functions through Nearest Neighbor Relations in Threshold Networks | |||
| Naohiro Ishii, Kazunori Iwata, Kazuya Odagiri, Toyoshiro Nakashima, Tokuro Matsuo | |||
| Presenter: Naohiro Ishii | Session: 15 | ||
| LSTM Neural Network for Fine-Granularity Estimation on Baseline Load of Fast Demand Response | |||
| Shun Matsukawa, Keita Suzuki, Chuzo Ninagawa, Junji Morikawa, Seiji Kondo | |||
| Presenter: Shun Matsukawa | Session: 2 | ||
| Identification of Eyelid Basal Cell Carcinoma using Artificial Neural Networks | |||
| Evangelos Georgios Chatzopoulos, George Anastassopoulos, Adam Adamopoulos, Efstathios Detorakis | |||
| Presenter: Evangelos Georgios Chatzopoulos | Session: 18 | ||
| Symbols in Engineering Drawings (SiED): An Imbalanced Dataset Benchmarked by Convolutional Neural Networks | |||
| Eyad Elyan, Carlos Francisco Moreno Garcia, Pamela Johnston | |||
| Presenter: Eyad Elyan | Session: 6 | ||
| Towards a Reliable Face Recognition System | |||
| Adamu Ali-Gombe, Eyad Elyan, Johan Zwiegelaar | |||
| Presenter: Adamu Ali-Gombe | Session: 19 | ||
| Detecting Pattern Efficiently with Don’t Cares | |||
| Hayam Alamro, Costas Iliopoulos | |||
| Presenter: Hayam Alamro | Session: 29 | ||
| Predicting Permeability Based On Core Analysis | |||
| Harry Kontopoulos, Hatem Ahriz, Eyad Elyan, Richard Arnold | |||
| Presenter: Harry Kontopoulos | Session: 6 | ||
| Visual Movement Prediction for Stable Grasp Point Detection | |||
| Constanze Schwan, Wolfram Schenck | |||
| Presenter: Constanze Schwan | Session: 9 | ||
| Eye Movement Data Analysis | |||
| Olga Georgieva, Nadejda Bocheva, Bilyana Genova, Miroslava Stefanova | |||
| Presenter: Olga Georgieva | Session: 18 | ||
| Deep Learning-Based Computer Vision Application with Multiple Built-In Data Science-Oriented Capabilities | |||
| Sorin Liviu Jurj, Flavius Opritoiu, Mircea Vladutiu | |||
| Presenter: Sorin Liviu Jurj | Session: 10 | ||
| A Metalearning Study for Robust Nonlinear Regression | |||
| Jan Kalina, Petra Vidnerová | |||
| Presenter: Petra Vidnerova | Session: 15 | ||
| Computational Complexity of Kabsch and Quaternion Based Algorithms for Molecular Superimposition in Computational Chemistry | |||
| Rafael Doležal, Katerina Fronckova, Ayca Kirimtat, Ondrej Krejcar | |||
| Presenter: Rafael Doležal | Session: 18 | ||
| Semantic Segmentation of Vineyard Images Using Convolutional Neural Networks | |||
| Theofanis Kalampokas, Konstantinos Tziridis, Alexandros Nikolaou, Eleni Vrochidou, George Papakostas, Theodore Pachidis, Vassilis Kaburlasos | |||
| Presenter: George Papakostas | Session: 10 | ||
| A Comparative Study on Bayesian Optimization | |||
| Gia Thuan Lam, Doina Logofatu | |||
| Presenter: Gia Thuan Lam | Session: 9 | ||
| Personal Car Driver Black Box: a wearable system for data log and prediction based on EVOS paradigms | |||
| Mario Malcangi | |||
| Presenter: Mario Malcangi | Session: 28 | ||
| Reconstructing Environmental Variables with Missing Field Data via End-to-End Machine Learning | |||
| Matteo Sangiorgio, Stefano Barindelli, Valerio Guglieri,Giovanna Venuti, Giorgio Guariso | |||
| Presenter: Valerio Guglieri | Session: 6 | ||
| Towards a digital twin with generative adversarial network modelling of machining vibration | |||
| Evgeny Zotov, Ashutosh Tiwari, Visakan Kadirkamanathan | |||
| Presenter: Evgeny Zotov | Session: 6 | ||
| Image Recoloring of Art Paintings for the Color Blind Guided by Semantic Segmentation | |||
| Stamatis Chatzistamatis, Anastasios Rigos, George Tsekouras | |||
| Presenter: Stamatis Chatzistamatis | Session: 10 | ||
| Detection of Shocking Images As One-Class Classification Using Convolutional And Siamese Neural Networks | |||
| Pavel Gulyaev, Andrey Filchenkov | |||
| Presenter: Pavel Gulyaev | Session: 10 | ||
| A Monetary Policy Strategy Based on Genetic Algorithms and Neural Networks | |||
| Talitha Speranza, Ricardo Tanscheit, Marley Maria Bernardes Vellasco | |||
| Presenter: Talitha Speranza | Session: 9 | ||
| A Genetic Programming Method for Scale-Invariant Texture Classification | |||
| Haythem Ghazouani, Walid Barhoumi, Yosra Antit | |||
| Presenter: Haythem Ghazouani | Session: 9 | ||
| Semantic Segmentation Based on Convolution Neural Network for Steel Strip Position Estimation | |||
| Aline de Faria Lemos, Balázs Vince Nagy | |||
| Presenter: Aline de Faria Lemos | Session: 6 | ||
| Multidataset incremental Training for OpticDisc Segmentation | |||
| Javier Civit-Masot, Antonis Billis, Manuel Jesus Dominguez-Morales, Saturnino Vicente-Diaz, Anton Civit | |||
| Presenter: Javier Civit-Masot | Session: 25 | ||
| Factors affecting accuracy of Convolutional Neural Network using VGG-16 | |||
| Sruthi Chiramel, Jyoti Rawat, Doina Logofatu | |||
| Presenter: Jyoti Rawat | Session: 29 | ||
| A Novel Spatial-Spectral Framework for the Classification of Hyperspectral Satellite Imagery | |||
| Shriya T.P. Gupta, Sanjay K. Sahay | |||
| Presenter: Shriya T.P. Gupta | Session: 29 | ||
| Evaluating the Transferability of Personalised Exercise Recognition Models | |||
| Anjana Wijekoon, Nirmalie Wiratunga | |||
| Presenter: Anjana Wijekoon | Session: 6 | ||
| Instance Weighted Clustering: Local Outlier Factor and K-Means | |||
| Paul Moggridge, Na Helian, Yi Sun, Mariana Lilley | |||
| Presenter: Paul Moggridge | Session: 19 | ||
| Medical Knowledge-based Deep Learning Framework for Disease Prediction on Unstructured Radiology Free-Text Reports under Low Data condition | |||
| Shashank Shetty, Ananthanarayana V S., Ajit Mahale | |||
| Presenter: Shashank Shetty | Session: 25 | ||
| Feature selection with artificial bee colony algorithms | |||
| Rafet Durgut, Yusuf Baydilli, Mehmet Aydin | |||
| Presenter: Yusuf Baydilli | Session: 19 | ||
| Application of Algorithmic Fuzzy Implications on Climatic Data | |||
| Stefanos Makariadis, Georgios Souliotis, Basil Papadopoulos | |||
| Presenter: Stefanos Makariadis | Session: 28 | ||
| Classification of Coseismic Landslides using Fuzzy and Machine Learning Techniques | |||
| Anastasios Panagiotis Psathas, Antonios Papaleonidas, George Papathanassiou, Sotiris Valkaniotis, Lazaros Iliadis | |||
| Presenter: Anastasios Panagiotis Psathas | Session: 28 | ||
| A compact sequence encoding scheme for online human activity recognition in HRI applications | |||
| Georgios Tsatiris, Kostas Karpouzis, Stefanos Kollias | |||
| Presenter: Georgios Tsatiris | Session: 19 | ||
| Large-Scale Geospatial Data Analysis: Geographic Object-based Scene Classification in Remote Sensing Images by GIS and Deep Residual Learning | |||
| Konstantinos Demertzis, Lazaros Iliadis, Elias Pimenidis | |||
| Presenter: Konstantinos Demertzis | Session: 29 | ||
| On Image Prefiltering for Skin Lesion Characterization utilizing Deep Transfer Learning | |||
| Konstantinos Delibasis, Spiros Georgakopoulos, Sotirios Tasoulis, Ilias Maglogiannis, Vassilis Plagianakos | |||
| Presenter: Konstantinos Delibasis | Session: 25 | ||
| Accomplished Reliability Level for Seismic Structural Damage Prediction using Artificial Neural Networks | |||
| Magdalini Tyrtaiou, Antonios Papaleonidas, Anaxagoras Elenas, Lazaros Iliadis | |||
| Presenter: Magdalini Tyrtaiou | Session: 19 | ||
| Automated Screening of Patients for Dietician Referral | |||
| Kamran Soomro, Elias Pimenidis | |||
| Presenter: Elias Pimenidis | Session: 25 | ||