Thursday, September 5, 2019

* Registration - held at DoubleTree by Hilton Hotel Cluj – City Plaza, 9-13 Sindicatelor Street, Cluj-Napoca, Romania.
** Welcome Party - held at DoubleTree by Hilton Hotel Cluj – City Plaza, Cluj-Napoca, Romania, Marco Polo Restaurant

Friday, September 6, 2019

8:00: Registration
DoubleTree by Hilton Hotel Cluj – City Plaza, 9-13 Sindicatelor Street, Cluj-Napoca, Romania.
*Banquet - held at DoubleTree by Hilton Hotel Cluj – City Plaza - Marco Polo Restaurant.

Saturday, September 7, 2019

8:00: Registration
DoubleTree by Hilton Hotel Cluj – City Plaza, 9-13 Sindicatelor Street, Cluj-Napoca, Romania.

Detailed Technical Program

Workshops

Deep Learning in Perception and Control (Thursday, September 5, 14:00 - 15:50)
Location: Beijing Room, 5th floor

Workshop Details: here.

Bosch Student Workshop In Automated Driving (Thursday, September 5, 16:10 - 18:00)
Location: Beijing Room, 5th floor

Workshop Details: here.

Keynote Lectures

Plenary Presentation 1 (Friday, September 6, 09:00 - 09:50)
Location: Ballroom, 1st floor

Chair: Sergiu Nedevschi
Co-Chair:
Rodica Potolea
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
Virtual integration and large coverage testing of automotive functions
Mugur Tatar QTronic GmbH, Berlin, Germany

Plenary Presentation 2 (Friday, September 6, 10:10 - 11:00)
Location: Ballroom, 1st floor

Chair: Sergiu Nedevschi
Co-Chair:
Rodica Potolea
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
Deep Learning for Autonomous Driving
Luis M. Bergasa University of Alcalá, Spain

Plenary Presentation 3 (Friday, September 6, 11:20 - 12:10)
Location: Ballroom, 1st floor

Chair: Sergiu Nedevschi
Co-Chair:
Rodica Potolea
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
Self-Driving Vehicles in the City: The Vulnerable Road User Challenge
Dariu M. Gavrila TU Delft, The Netherlands

Conference Sessions

Special Session: Automated Driving 1 (Friday, September 6, 13:30 - 14:50)
Location: Ballroom , 1st Floor

Chair: Pasi Pyykönen
Co-Chair:
Florin Oniga
VTT Technical Research Centre of Finland Ltd., Finland
Technical University of Cluj-Napoca, Romania
13:30 - 13:50
Obstacle Detection Using a Voxel Octree Representation View Paper
Sorana Capalnean
Florin Oniga
Radu Danescu
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
13:50 - 14:10
Multi-Object tracking of 3D cuboids using aggregated feature channels View Paper
Mircea Paul Muresan
Sergiu Nedevschi
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
14:10 - 14:30
Estimating pedestrian intentions from trajectory data View Paper
Elena Sikudova
Kristina Malinovska
Radoslav Skoviera
Julia Skovierova
Miroslav Uller
Vaclav Hlavac
CIIRC, CVUT Prague, Czechia
CIIRC, CVUT Prague, Czechia
CIIRC, CVUT Prague, Czechia
CIIRC, CVUT Prague, Czechia
CIIRC, CVUT Prague, Czechia
CIIRC, CVUT Prague, Czechia
14:30 - 14:50
LiDAR Performance Review in Arctic Conditions View Paper
Maria Jokela
Matti Kutila
Kimmo Kauvo
Pasi Pyykönen
VTT Technical Research Centre of Finland Ltd., Finland
VTT Technical Research Centre of Finland Ltd., Finland
VTT Technical Research Centre of Finland Ltd., Finland
VTT Technical Research Centre of Finland Ltd., Finland

Data Driven Robotic Intelligent Systems Workshop (Friday, September 6, 13:30 - 14:50)
Location: Venezia Room, 5th Floor

Chair: Adina Magda Florea
Co-Chair:
Rodica Potolea
University Politehnica of Bucharest, Romania
Technical University of Cluj-Napoca, Romania
13:30 - 13:50
End-to-end models for self-driving cars on UPB campus roads View Paper
Andrei Mihalea
Robert Samoilescu
Andrei Cristian Nica
Mihai Trăscău
Alexandru Sorici
Adina Magda Florea
University Politehnica of Bucharest, Romania
University Politehnica of Bucharest, Romania
University Politehnica of Bucharest, Romania
University Politehnica of Bucharest, Romania
University Politehnica of Bucharest, Romania
University Politehnica of Bucharest, Romania
13:50 - 14:10
The Impact of Data Challenges on Intent Detection and Slot Filling for the Home Assistant Scenario View Paper
Anda Stoica
Tibor Kadar
Camelia Lemnaru
Rodica Potolea
Mihaela Dinsoreanu
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
14:10 - 14:30
Intelligent control of an aerodynamical system View Paper
Alex Danku
Andrei Kovari
Liviu C. Miclea
Eva-Henrietta Dulf
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
14:30 - 14:50
Keyword Spotting using Dynamic Time Warping and Convolutional Recurrent Networks View Paper
Erika-Timea Albert
Camelia Lemnaru
Mihaela Dinsoreanu
Rodica Potolea
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania

Special Session: HiPerGRID (Friday, September 6, 13:30 - 14:50)
Location: Beijing Room, 5th Floor

Chair: Florin Pop
 
 
Co-Chair:
Dorian Gorgan
University Politehnica of Bucharest, Romania
  National Institute for Research and Development
  in Informatics (ICI), Bucharest, Romania
Technical University of Cluj-Napoca, Romania
13:30 - 13:50
Distributed processing models for large unstructured datasets: satellite imagery usecase View Paper
Ion Dorinel Filip
Cătălin Negru
Florin Pop
 
 
Adrian Stoica
Florin Șerban
University Politehnica of Bucharest, Romania
University Politehnica of Bucharest, Romania
University Politehnica of Bucharest, Romania
  National Institute for Research and Development
  in Informatics (ICI), Bucharest, Romania
Terrasigna, Romania
Terrasigna, Romania
13:50 - 14:10
Predicting Service Level Agreement Violations in Cloud using Machine Learning techniques View Paper
George Iordache
Florin Pop
 
 
University Politehnica of Bucharest, Romania
University Politehnica of Bucharest, Romania
  National Institute for Research and Development
  in Informatics (ICI), Bucharest, Romania
14:10 - 14:30
Building soil classification maps using HorusApp and Sentinel-2 Products View Paper
Victor Bacu
Teodor Stefanut
Dorian Gorgan
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
14:30 - 14:50
Usability evaluation of a domain-specific language for defining aggregated processing tasks View Paper
Constantin Ioan Nandra
Dorian Gorgan
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania

Special Session: Automated Driving 2 (Friday, September 6, 15:05 - 16:25)
Location: Ballroom , 1st Floor

Chair: Matti Kutila
Co-Chair:
Mihai Negru
VTT Technical Research Centre of Finland Ltd., Finland
Technical University of Cluj-Napoca, Romania
15:05 - 15:25
Sensor System Power Adaptation for Automated Vehicles View Paper
Matti Kutila
Ari Virtanen
Mikko Tarkiainen
Pertti Peussa
VTT Technical Research Centre of Finland Ltd., Finland
VTT Technical Research Center of Finland Ltd., Finland
VTT Technical Research Center of Finland Ltd., Finland
VTT Technical Research Center of Finland Ltd., Finland
15:25 - 15:45
Toward a hybrid vehicle communication platform based on VLC and DSRC technologies View Paper
Eduard Zadobrischi
Sebastian Andrei Avătămăniței
Alin Mihai Căilean
Mihai Dimian
Mihai Negru
Stefan cel Mare University of Suceava, Romania
Stefan cel Mare University of Suceava, Romania
Stefan cel Mare University of Suceava, Romania
Stefan cel Mare University of Suceava, Romania
Technical University of Cluj-Napoca, Romania
15:45 - 16:05
Rapid Light Field Depth Estimation with Semi-Global Matching View Paper
Yuriy Anisimov
Oliver Wasenmüller
Didier Stricker
German Research Centre for Artificial Intelligence, Germany
German Research Centre for Artificial Intelligence, Germany
German Research Centre for Artificial Intelligence, Germany
16:05 - 16:25
Automatic Extrinsic Calibration of LIDAR and Monocular Camera Images View Paper
Albert-Szabolcs Vaida
Sergiu Nedevschi
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania

Knowledge and Ontology Engineering (Friday, September 6, 15:05 - 16:25)
Location: Venezia Room, 5th Floor

Chair: Christophe Nicolle
Co-Chair:
Emil Stefan Chifu
Université de Bourgogne Franche-Comté, France
Technical University of Cluj-Napoca, Romania
15:05 - 15:25
Enterprise Knowledge Modeling, UML vs ontology: Formal Evaluation View Paper
Meriem Mejhed Mkhinini
Ouassila Labbani
Christophe Nicolle
Université de Bourgogne Franche-Comté, France
Université de Bourgogne Franche-Comté, France
Université de Bourgogne Franche-Comté, France
15:25 - 15:45
Identifying Concepts and Relations in a Transition-Based AMR Parser View Paper
Viorel Ieremias
Roxana Pop
Florin Macicasan
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
15:45 - 16:05
Sentiment Analysis of Events in Social Media View Paper
Ciprian-Octavian Truică
Elena Apostol
Alexandru Petrescu
University Politehnica of Bucharest, Romania
University Politehnica of Bucharest, Romania
University Politehnica of Bucharest, Romania
16:05 - 16:25
An Unsupervised Neural Model for Aspect Based Opinion Mining View Paper
Emil Stefan Chifu
Viorica Rozina Chifu
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania

Distributed Systems 1 (Friday, September 6, 15:05 - 16:25)
Location: Beijing Room, 5th Floor

Chair: Adrian Coleșa
Co-Chair:
Tudor Cioara
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
15:05 - 15:25
Securely Exposing Machine Learning Models to Web Clients using Intel SGX View Paper
Dávid Ács
Adrian Coleșa
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
15:25 - 15:45
Host Oriented Factor Normalizing Authentication Resource View Paper
Aurel-Dragos Hofnar
Marius Joldos
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
15:45 - 16:05
Detection of Instability Sources in Smart Grids Using Machine Learning Techniques View Paper
Dorin Moldovan
Ioan Salomie
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
16:05 - 16:25
A Stacking Multi-Learning Ensemble Model for Predicting Near Real Time Energy Consumption Demand of Residential Buildings View Paper
Andreea Valeria Vesa
Nicoleta Ghitescu
Claudia Pop
Marcel Antal
Tudor Cioara
Ionut Anghel
Ioan Salomie
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania

Special Session: Automated Driving 3 (Friday, September 6, 16:40 - 18:00)
Location: Ballroom , 1st Floor

Chair: Ana L. C. Bazzan
Co-Chair:
Radu Danescu
Universidade Federal do Rio Grande do Sul, Brazil
Technical University of Cluj-Napoca, Romania
16:40 - 17:00
Dynamic 3D Environment Perception Using Monocular Vision and Semantic Segmentation View Paper
Radu Danescu
Razvan Itu
Diana Borza
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
17:00 - 17:20
Personalized Gear Shifting Architecture for Next Generation Automatic Transmission Systems View Paper
Ayşegül Sarı
Ahmet Taha Bilgiç
Görkem Şafak
Duygu Erates
Emre Kaplan
AVL Research and Engineering Istanbul, Turkey, Turkey
AVL Research and Engineering Istanbul, Turkey, Turkey
AVL Research and Engineering Istanbul, Turkey, Turkey
AVL Research and Engineering Istanbul, Turkey, Turkey
AVL Research and Engineering Istanbul, Turkey, Turkey
17:20 - 17:40
Object Detection in Monocular Infrared Images Using Classification – Regresion Deep Learning Architectures View Paper
Raluca Brehar
Flaviu Vancea
Tiberiu Marita
Cristian Vancea
Sergiu Nedevschi
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
Technical Unversity of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
17:40 - 18:00
Using Information from Heterogeneous Sources and Machine Learning in Intelligent Transportation Systems View Paper
Ana L. C. Bazzan
Jorge Chamby-Diaz
Rhuam Sena Estevam
Leonardo de A. Schmidt
Marcia Pasin
Jorge L. A. Samatelo
Matheus Vieira Lessa Ribeiro
Universidade Federal do Rio Grande do Sul, Brazil
Universidade Federal do Rio Grande do Sul, Brazil
Universidade Federal do Rio Grande do Sul, Brazil
Universidade Federal de Santa Maria, Brazil
Universidade Federal de Santa Maria, Brazil
Universidade Federal do Espirito Santo, Brazil
Universidade Federal do Espirito Santo, Brazil

Natural Language Processing (Friday, September 6, 16:40 - 18:00)
Location: Venezia Room, 5th Floor

Chair: Ciprian Dobre
 
Co-Chair:
Radu Razvan Slavescu
National Institute for Research and Development
  in Informatics (ICI), Bucharest, Romania
Technical University of Cluj-Napoca, Romania
16:40 - 17:00
Romanian Part of Speech Tagging using LSTM Networks View Paper
Beata Lorincz
Maria Nutu
Adriana Stan
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
17:00 - 17:20
A New Challenge in the Data Processing of Non-Standard Texts Containing Accents / Diacritics: A Case Study View Paper
Veronica Gavrila
 
Lidia Bajenaru
 
Ciprian Dobre
 
National Institute for Research and Development
  in Informatics (ICI), Bucharest, Romania
National Institute for Research and Development
  in Informatics (ICI), Bucharest, Romania
National Institute for Research and Development
  in Informatics (ICI), Bucharest, Romania
17:20 - 17:40
Deep Learning for Automatic Diacritics Restoration in Romanian View Paper
Maria Nuțu
Beata Lorincz
Adriana Stan
Babes-Bolyai University, Romania
Babes-Bolyai University, Romania
Technical University of Cluj-Napoca, Romania
17:40 - 18:00
Source Code Retrieval for Bug Localization using Bug Report View Paper
Kyaw Ei Ei Swe
Hnin Min Oo
University of Computer Studies, Mandalay, Myanmar
University of Computer Studies, Mandalay, Myanmar

Facial Expression Understanding (Friday, September 6, 16:40 - 18:00)
Location: Beijing Room, 5th Floor

Chair: Radu Timofte
Co-Chair:
Diana Borza
ETH Zurich, Switzerland
Technical University of Cluj-Napoca, Romania
16:40 - 17:00
An initial study of feature extraction’s methods in facial expression recognition View Paper
Tudor Tolciu
Sinziana Toma
Cristian Matei
Laura Diosan
Babes-Bolyai University, Romania
Babes-Bolyai University, Romania
Babes-Bolyai University, Romania
Babes-Bolyai University, Romania
17:00 - 17:20
Efficient convolutional neural network for apparent age prediction View Paper
Casian Miron
Vasile Manta
Radu Timofte
 
Alexandru Pasarica
Radu-Ion Ciucu
Technical University of Iasi, Romania
Technical University of Iasi, Romania
Technical University of Iasi, Romania
  ETH Zurich, Switzerland
Technical University of Iasi, Romania
University Politehnica of Bucharest, Romania
17:20 - 17:40
On the link between facial expressions and emotional states induced by exposition to multimedia contents View Paper
Sérgio Paiva
Herman Gomes
Universidade Federal de Campina Grande, Brazil
Universidade Federal de Campina Grande, Brazil
17:40 - 18:00
Investigation of Automatic Video Summarization using Viewer's Physiological, Facial and Attentional Features View Paper
Sérgio Paiva
Herman Gomes
Universidade Federal de Campina Grande, Brazil
Universidade Federal de Campina Grande, Brazil

Special Session: Automated Driving 4 (Saturday, September 7, 09:00 - 10:20)
Location: Presidential Room, 5th Floor

Chair: Mihai Pomarlan
Co-Chair:
Tiberiu Marita
University of Bremen, Germany
Technical University of Cluj-Napoca, Romania
09:00 - 09:20
Exploration of Autonomous Mobile Robots through Challenging Outdoor Environments for Natural Plant Recognition Using Deep Neural Network View Paper
Masoud Fathi Kazerouni
Nazeer T. Mohammed Saeed
Klaus-Dieter Kuhnert
University of Siegen, Germany
University of Siegen, Germany
University of Siegen, Germany
09:20 - 09:40
What are you doing with that thing: Getting Household Service Robots to Explain Themselves View Paper
Mihai Pomarlan
University of Bremen, Germany
09:40 - 10:00
Improved 3D Perception based on color monocular camera for MAV exploiting image semantic segmentation View Paper
Andrei Baraian
Sergiu Nedevschi
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
10:00 - 10:20
Semantic Segmentation Learning for Autonomous UAVs using Simulators and Real Data View Paper
Bianca-Cerasela-Zelia Blaga
Sergiu Nedevschi
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania

Intelligent Agents (Saturday, September 7, 09:00 - 10:20)
Location: Venezia Room, 5th Floor

Chair: Mariana Mocanu
Co-Chair:
Adrian Groza
University Politehnica of Bucharest, Romania
Technical University of Cluj-Napoca, Romania
09:00 - 09:20
ARMAX: A mobile geospatial augmented reality platform for serious gaming View Paper
Alexandru Predescu
Mariana Mocanu
Ciprian Lupu
University Politehnica of Bucharest, Romania
University Politehnica of Bucharest, Romania
University Politehnica of Bucharest, Romania
09:20 - 09:40
A mentalist agent for guessing characters View Paper
Adrian Groza
Loredana Coroama
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
09:40 - 10:00
Dishonest behavior dynamics in the presence of influential agents View Paper
Emil Bucur
Babeş-Bolyai University, Romania
10:00 - 10:20
Finding the Spreaders in a Graph Database View Paper
Riham Abdel Kader
Beirut Arab University, Lebanon

Image Processing (Saturday, September 7, 09:00 - 10:20)
Location: Beijing Room, 5th Floor

Chair: Anca Andreica
Co-Chair:
Romulus Terebes
Babes-Bolyai University, Romania
Technical University of Cluj-Napoca, Romania
09:00 - 09:20
Asymmetric Generalized Gaussian Distribution Parameters Estimation based on Maximum Likelihood, Moments and Entropy View Paper
Nafaa Nacereddine
Aicha Baya Goumeidane
Research Center in Industrial Technologies, Algiers, Algeria
Research Center in Industrial Technologies, Algiers, Algeria
09:20 - 09:40
Evolved Cellular Automata for Edge Detection in Binary Images View Paper
Alina Enescu
Anca Andreica
Laura Diosan
Babes-Bolyai University, Romania
Babes-Bolyai University, Romania
Babes-Bolyai University, Romania
09:40 - 10:00
Using Convolutional Neural Network for ImageEnhancement on Mobile Devices View Paper
Mihai Despotovici
Irina Mocanu
Lucia Rusu
University Politehnica of Bucharest, Romania
University Politehnica of Bucharest, Romania
, Romania
10:00 - 10:20
An improved NLM filter with increased noise robustness and adaptive similarity function View Paper
Claudiu Bic
Romulus Terebes
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania

Image Processing using Deep Learning (Saturday, September 7, 10:35 - 11:55)
Location: Presidential Room, 5th Floor

Chair: Kristína Malinovská
Co-Chair:
Anca Marginean
Czech Technical University in Prague, Czechia
Technical University of Cluj-Napoca, Romania
10:35 - 10:55
Detecting Wearable Objects via Transfer Learning View Paper
Svatopluk Kraus
Pavel Krsek
Kristína Malinovská
Matúš Tuna
Czech Technical University in Prague, Czechia
Czech Technical University in Prague, Czechia
Czech Technical University in Prague, Czechia
Comenius University in Bratislava, Slovakia
10:55 - 11:15
Vision Inspection of Bottle Caps in Drink Factories Using Convolutional Neural Networks View Paper
Mahdi Bahaghighat
Fereshteh Abedini
Misak S’hoyan
Arthur-Jozsef Molnar
Raja University, Iran
Amirkabir University of Technology, Iran
National Polytechnic University of Armenia, Armenia
Babes-Bolyai University, Romania
11:15 - 11:35
EmotionSense: Real-time emotional feedback from the audience View Paper
Andrada Farcas
Anca Marginean
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
11:35 - 11:55
Dot Matrix OCR for Bottle Validity Inspection View Paper
Mircea Paul Muresan
Paul Szabo
Sergiu Nedevschi
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania

Intelligent Systems with Applications (Saturday, September 7, 10:35 - 11:55)
Location: Venezia Room, 5th Floor

Chair: Corina Cimpanu
Co-Chair:
Camelia Lemnaru
"Gheorghe Asachi" Technical University of Iasi, Romania
Technical University of Cluj-Napoca, Romania
10:35 - 10:55
Genetic Multiobjective Optimisation with Elite Insertion for EEG Feature Selection View Paper
Lavinia Ferariu
Corina Cimpanu
"Gheorghe Asachi" Technical University of Iași, Romania
"Gheorghe Asachi" Technical University of Iasi, Romania
10:55 - 11:15
A Robust Vehicle Trajectory Prediction System View Paper
Lucian Cristea
Rodica Potolea
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
11:15 - 11:35
Space Breakdown Method View Paper
Eugen-Richard Ardelean
Alexander Stanciu
Mihaela Dinsoreanu
Camelia Lemnaru
Rodica Potolea
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
11:35 - 11:55
Voice Pathology Detection using an Incremental System Combining Possibilistic SVM and HMM View Paper
Rimah Amami
Ecole Nationale d'ingénieurs de Tunis, Tunisia

Intelligent Networking (Saturday, September 7, 10:35 - 11:55)
Location: Beijing Room, 5th Floor

Chair: Piroska Haller
 
Co-Chair:
Vasile Dadarlat
University of Medicine, Pharmacy, Sciences and Technology
 of Targu Mures, Romania
Technical University of Cluj-Napoca, Romania
10:35 - 10:55
Using Side-Channels to Detect Abnormal Behavior in Industrial Control Systems View Paper
Roland Bolboaca
 
Bela Genge
 
Piroska Haller
 
University of Medicine, Pharmacy, Sciences and Technology
 of Targu Mures, Romania
University of Medicine, Pharmacy, Sciences and Technology
 of Targu Mures, Romania
University of Medicine, Pharmacy, Sciences and Technology
 of Targu Mures, Romania
10:55 - 11:15
Pollution Probes Application: the impact of using PVDM messages in VANET infrastructures for environmental monitoring View Paper
Bogdan Iancu
Istvan Illyes
Adrian Peculea
Vasile Dadarlat
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
11:15 - 11:35
SMURD+ Medical Software View Paper
Gabriel Cristian Dragomir-Loga
Marius Pop
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
11:35 - 11:55
Forecasting Financial Markets using Deep Learning View Paper
Razvan Zanc
Tudor Cioara
Ionut Anghel
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania

Medical Imaging with Deep Learning (Saturday, September 7, 12:10 - 13:50)
Location: Presidential Room, 5th Floor

Chair: Radu Badea
 
Co-Chair:
Delia Mitrea
"Iuliu Hatieganu" University of Medicine and Pharmacy,
 Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
12:10 - 12:30
Atrous Separable Convolutions for Heart Chamber Identification View Paper
Cristian Gabriel Turtoi
Babes-Bolyai University, Romania
12:30 - 12:50
Towards Balancing the Complexity of Convolutional Neural Network with the Role of Optical Coherence Tomography in Retinal Conditions View Paper
Anca Marginean
Adrian Groza
Simona Delia Nicoara
 
George Muntean
 
Radu Razvan Slavescu
Ioan Alfred Letia
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
"Iuliu Hatieganu" University of Medicine and Pharmacy,
 Cluj-Napoca, Romania
"Iuliu Hatieganu" University of Medicine and Pharmacy,
 Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
12:50 - 13:10
Hepatocellular Carcinoma Segmentation within Ultrasound Images using Convolutional Neural Networks View Paper
Flaviu Vancea
Delia Mitrea
Sergiu Nedevschi
Magda Rotaru
 
Horia Stefanescu
 
Radu Badea
 
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
"Iuliu Hatieganu" University of Medicine and Pharmacy,
 Cluj-Napoca, Romania
”Prof. Dr. Octavian Fodor” Regional Institute of Gastroenterology-Hepatology,
  Cluj-Napoca, Romania
"Iuliu Hatieganu" University of Medicine and Pharmacy,
 Cluj-Napoca, Romania
13:10 - 13:30
Hepatocellular Carcinoma Recognition in Ultrasound Images Using Textural Descriptors and Classical Machine Learning View Paper
Raluca Brehar
Delia Mitrea
Sergiu Nedevschi
Monica Lupsor Platon
 
Magda Rotaru
 
Radu Badea
 
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania
"Iuliu Hatieganu" University of Medicine and Pharmacy,
 Cluj-Napoca, Romania
"Iuliu Hatieganu" University of Medicine and Pharmacy,
 Cluj-Napoca, Romania
"Iuliu Hatieganu" University of Medicine and Pharmacy,
 Cluj-Napoca, Romania
13:30 - 13:50
Skin Lesion Diagnosis Using Deep Learning View Paper
Horea-Bogdan Muresan
Babes-Bolyai University, Romania

Deep Learning Techniques (Saturday, September 7, 12:10 - 13:30)
Location: Venezia Room, 5th Floor

Chair: Gabriela Czibula
Co-Chair:
Ion Giosan
Babeș-Bolyai University, Romania
Technical University of Cluj-Napoca, Romania
12:10 - 12:30
Generating Data using Monte Carlo Dropout View Paper
Kristian Miok
Dong Nguyen-Doan
Daniela Zaharie
Marko Robnik-Sikonja
West University of Timisoara, Romania
West University of Timisoara, Romania
West University of Timisoara, Romania
University of Ljubljana, Slovenia
12:30 - 12:50
Complete Visualisation, Network Modeling and Training, Web Based Tool, for the Yolo Deep Neural Network Model in the Darknet Framework View Paper
Roxana Mihaescu
Eduard Barnoviciu
Serban Carata
Mihai Chindea
Marian Ghenescu
Veta Ghenescu
UTI Grup, Romania
UTI Grup, Romania
UTI Grup, Romania
UTI Grup, Romania
Institute of Space Science, Romania
Institute of Space Science, Romania
12:50 - 13:10
A method for the measurement and interpretation of neuronal interactions: improved fitting of cross-correlation histograms using 1D-Gabor Functions. View Paper
Ana Maria Ichim
 
Raul C. Muresan
Adriana Nagy-Dabacan
Technical University of Cluj-Napoca, Romania
 Transylvanian Institute of Neuroscience, Romania
Transylvanian Institute of Neuroscience, Romania
Transylvanian Institute of Neuroscience, Romania
13:10 - 13:30
Analyzing Meteorological Data Using Unsupervised Learning Techniques View Paper
Andrei Mihai
Gabriela Czibula
Eugen Mihuleț
Babeș-Bolyai University, Romania
Babeș-Bolyai University, Romania
National Meteorological Administration, Romania

Distributed Systems 2 (Saturday, September 7, 12:10 - 13:30)
Location: Beijing Room, 5th Floor

Chair: Raul C. Muresan
Co-Chair:
Eneia Nicolae Todoran
Transylvanian Institute of Neuroscience, Romania
Technical University of Cluj-Napoca, Romania
12:10 - 12:30
Detecting Non-Redundant Collective Activity of Neurons View Paper
Medorian Gheorghiu
Adriana Nagy-Dabacan
Raul C. Muresan
Transylvanian Institute of Neuroscience, Romania
Transylvanian Institute of Neuroscience, Romania
Transylvanian Institute of Neuroscience, Romania
12:30 - 12:50
Experiences in building a distributed Earth Observation Platform View Paper
Marian Neagul
Silviu Panica
Teodora Selea
West University of Timisoara, Romania
West University of Timisoara, Romania
West University of Timisoara, Romania
12:50 - 13:10
Continuation-Based Metric Semantics for Concurrency View Paper
Eneia Nicolae Todoran
Technical University of Cluj-Napoca, Romania
13:10 - 13:30
A Flexible Windows Workspace Saving and Restoring Utility View Paper
Bálint Szabó
Adrian Coleșa
Technical University of Cluj-Napoca, Romania
Technical University of Cluj-Napoca, Romania