Proceedings IEEE 14th International Conference on Intelligent Computer Communication and Processing (ICCP)

Transcription

1 Proceedings 2018 IEEE 14th International Conference on Intelligent Computer Communication and Processing (ICCP) Cluj-Napoca, Romania September 6-8, 2018 Edited by Radu Razvan Slavescu

2 ICCP 2018 Organizers Computer Science Department Technical University of Cluj-Napoca, Romania Technical University of Cluj-Napoca Romania The Academy of Technical Sciences Romania

3 ICCP 2018 Sponsors IEEE Romania Section Robert Bosch SRL Porsche Engineering Romania SRL

4 Steering Committee Vladimir-Ioan Cretu, Politehnica University of Timisoara, Romania Dariu Gavrila, University of Amsterdam, Netherlands Marie-Pierre Gleizes, Universite Paul Sabatier, France Zhencheng Hu, Kumamoto University, Japan Iosif Ignat, Technical University of Cluj-Napoca, Romania Ioan Alfred Letia, Technical University of Cluj-Napoca, Romania Traian Muntean, University of the Mediterranean, France Sergiu Nedevschi, Technical University of Cluj-Napoca, Romania David Robertson, Edinburgh University, UK Andrzej Skowron, Warsaw University, Poland Nicolae Tapus, University Politehnica of Bucharest, Romania Honorary Chair Mircea Petrescu, Romanian Academy and University Politehnica of Bucharest, Romania Conference Chair Sergiu Nedevschi, Technical University of Cluj-Napoca, Romania Program Committee Chair Rodica Potolea, Technical University of Cluj-Napoca, Romania Publication Chair Radu Razvan Slavescu, Technical University of Cluj-Napoca, Romania Automated Driving Session Chairs Sergiu Nedevschi, Technical University of Cluj-Napoca, Romania Ion Giosan, Technical University of Cluj-Napoca, Romania HiPerGRID Session Chairs Nicolae Tapus, University Politehnica of Bucharest, Romania Valentin Cristea, University Politehnica of Bucharest, Romania Florin Pop, University Politehnica of Bucharest, Romania

5 Program Committee Costin Badica, University of Craiova, Romania Zoltan Baruch, Technical University of Cluj-Napoca, Romania Ladislau Boloni, University of Central Florida, USA Remus Brad, Lucian Blaga University of Sibiu, Romania Raluca Brehar, Technical University of Cluj-Napoca, Romania Emil Ioan Cebuc, Technical University of Cluj-Napoca, Romania Emil Stefan Chifu, Technical University of Cluj-Napoca, Romania Ivan Chorbev, Saints Cyril and Methodius University of Skopje, Macedonia Dorian Cojocaru, University of Craiova, Romania Adrian Colesa, Technical University of Cluj-Napoca, Romania Octavian Cret, Technical University of Cluj-Napoca, Romania Valentin Cristea, University Politehnica of Bucharest, Romania Vasile Teodor Dadarlat, Technical University of Cluj-Napoca, Romania Radu Danescu, Technical University of Cluj-Napoca, Romania Mihaela Dinsoreanu, Technical University of Cluj-Napoca, Romania Ciprian Dobre, University Politehnica of Bucharest, Romania Robert Dollinger, University of Wisconsin, USA Pekka Eloranta, Mobisoft Oy, Finland Adina Magda Florea, University Politehnica of Bucharest, Romania Kay Fuerstenberg, SICK AG, Germany Ivan Ganchev, University of Limerick, Ireland / Plovdiv University Paisii Hilendarski, Bulgaria Nuno Garcia, Universidade da Beira Interior, Covilhã, Portugal Ion Giosan, Technical University of Cluj-Napoca, Romania Rossitza Goleva, Technical University of Sofia, Bulgaria Dorian Gorgan, Technical University of Cluj-Napoca, Romania Radu Grosu, Technical University Vienna, Austria Adrian Groza, Technical University of Cluj-Napoca, Romania Bogdan Iancu, Technical University of Cluj-Napoca, Romania Diana Inkpen, University of Ottawa, Canada Matti Kutila, VTT Research, Finland Camelia Lemnaru, Technical University of Cluj-Napoca, Romania Florin Leon, Technical University Gheorghe Asachi of Iasi, Romania Anca Marginean, Technical University of Cluj-Napoca, Romania

6 Tiberiu Marita, Technical University of Cluj-Napoca, Romania Constandinos Mavromoustakis, University of Nicosia, Cyprus Marc Michael Meinecke, Volkswagen AG, Germany Mihai Micea, West University of Timisoara, Romania Rada Mihalcea, University of Michigan, USA Viviana Nastase, Center for Information and Communication Technology, Italy Sergiu Nedevschi, Technical University of Cluj-Napoca, Romania Viorel Negru, West University of Timisoara, Romania Florin Oniga, Technical University of Cluj-Napoca, Romania Ciprian Oprisa, Technical University of Cluj-Napoca, Romania Florin Pop, University Politehnica of Bucharest, Romania Horia F. Pop, Babes-Bolyai University, Cluj-Napoca, Romania Rajendra Prasath, Norwegian University of Science and Technology, Trondheim, Norway Doina Precup, McGill University, Canada Amir Hosein Razavi, Blackberry, Toronto, Canada Ioan Salomie, Technical University of Cluj-Napoca, Romania Angel D. Sappa, FIEC-ESPOL, Guayaquil, Ecuador and CVC, Barcelona, Spain Gheorghe Sebestyen, Technical University of Cluj-Napoca, Romania Radu Razvan Slavescu, Technical University of Cluj-Napoca, Romania Alin Suciu, Technical University of Cluj-Napoca, Romania Mihai Surdeanu, University of Arizona, USA Nicolae Tapus, University Politehnica of Bucharest, Romania Mugur Tatar, QTronic GmbH, Germany Eneia Nicolae Todoran, Technical University of Cluj-Napoca, Romania Andrei Vatavu, Mercedes-Benz R&D North America Inc., USA Constantin Vertan, University Politehnica of Bucharest, Romania Lucian Vintan, Lucian Blaga University of Sibiu, Romania Daniela Zaharie, West University of Timisoara, Romania

7 Additional Reviewers Naveen Appiah, Mercedes-Benz R&D North America Inc., USA Karsten Behrendt, Bosch Automated Driving, USA Viorica Rozina Chifu, Technical University of Cluj-Napoca, Romania Razvan-Dorel Cioarga, Politehnica University of Timisoara, Romania Petru Dobra, Technical University of Cluj-Napoca, Romania Alexandru Dorobanțiu, Lucian Blaga University of Sibiu, Romania Miguel Garzon, University of Ottawa, Canada Ramin M. Hasani, Technical University Vienna, Austria Gabriel Iuhasz, West University of Timisoara, Romania Gunther Krehl, Mercedes-Benz R&D North America Inc., USA Mathias Lechner, Technical University Vienna, Austria Anna Lukina, Technical University Vienna, Austria Hamidreza Mahyar, Technical University Vienna, Austria Flavia Micota, West University of Timisoara, Romania Danial Nakhaeinia, University of Ottawa, Canada Cristina Bianca Pop, Technical University of Cluj-Napoca, Romania Joachim Priesnitz, Technical University of Berlin, Germany Manuel Schier, Mercedes-Benz R&D North America Inc., USA Felix Schniertshauer, Mercedes-Benz R&D North America Inc., USA Cristina Stangaciu, Politehnica University of Timisoara, Romania Valentin Stangaciu, Politehnica University of Timisoara, Romania Organizing Committee Voichita Baraian, Technical University of Cluj-Napoca, Romania Tiberiu Marita, Technical University of Cluj-Napoca, Romania Vlad-Cristian Miclea, Technical University of Cluj-Napoca, Romania Radu Razvan Slavescu, Technical University of Cluj-Napoca, Romania Mihai Negru, Technical University of Cluj-Napoca, Romania Mircea Paul Muresan, Technical University of Cluj-Napoca, Romania Raluca Brehar, Technical University of Cluj-Napoca, Romania

8 Table of Contents Foreword Keynote Lecture - Vasile Rus Keynote Lecture - Oliver Sbanski v vi viii Part I: Intelligent Systems 1 Session: Intelligent Systems 1 3 Learning Web Content Extraction with DOM Features Nichita Uțiu, Vlad-Sebastian Ionescu... 5 Ensemble of artificial neural networks for Aspect Based Sentiment Analysis Andreea Onaciu, Anca Nicoleta Marginean Studying the language of mental illness in Romanian social media Anamaria Briciu, Mihaiela Lupea Cross Documents Concept Augmentation Mihaela Alexandra Vasiu, LuminițaMădălina Marghescu, Ioana Bărbănțan, Rodica Potolea Analysing climate change arguments using subjective logic Adrian Groza, Pinar Ozturk, Radu Razvan Slavescu, Anca Nicoleta Marginean, Rajendra Prasath Session: Intelligent Systems 2 45 Benchmarking and User Types in Virtual Desktop Infrastructures Christina Sigl, Andreas Berl Enhancements on a Transition-based Approach for AMR Parsing using LSTM Networks Roxana Pop, Anda Dregan, Florin Măcicășan, Camelia Lemnaru, Rodica Potolea Experimental Analysis of Emotion Classification Techniques Tiberius Dumitriu, Corina Cîmpanu, Florina Ungureanu, Vasile-Ion Manta An early fusion approach for multimodal emotion recognition using deep recurrent networks Beniamin Bucur, Iulia Șomfelean, Alexandru Ghiuruțan, Camelia Lemnaru, Mihaela Dînşoreanu Evaluating Forecasting Techniques for Integrating Household Energy Prosumers into Smart Grids Teodor Petrican, Andreea Valeria Vesa, Marcel Antal, Claudia Pop, Tudor Cioara, Ionut Anghel, Ioan Salomie Session: Intelligent Systems 3 87 Decentralized Swarm Aggregation and Dispersion with Inter-Member Collision Avoidance for Non-holonomic Multi-Robot Systems Dan M. Novischi, Adina M. Florea Designing agents for the Stratego game Sergiu Redeca, Adrian Groza EEG Multi-Objective Feature Selection Using Temporal Extension Lavinia Ferariu, Corina Cîmpanu, Tiberius Dumitriu, Florina Ungureanu i

9 Choice Function-based Constructive Hyper-Heuristic for Generating Personalized Healthy Menu Recommendations Viorica Rozina Chifu, Cristina Bianca Pop, Adrian Birladeanu, Nicolae Dragoi, Ioan Salomie New parallel Genetic Algorithms on GPU for solving Max-CSPs Narjess Dali, Sadok Bouamama Special Session: ELEMENT + ENTERTAIN 127 Intelligent Decision Support for Pervasive Home Monitoring and Assisted Living Maria Iuliana Bocicor, Arthur-Jozsef Molnar, Iuliana Marin, Nicolae Goga, Raúl Valor Pérez, David Cuesta Frau Segment Trees based Traffic Congestion Avoidance in Connected Cars Context Ioan Stan, Dan Toderici, Rodica Potolea Computer Gaming for the Visually Impaired Status and Perspectives Andreea Sicaru, Anca Morar, Alin Moldoveanu, Florica Moldoveanu, Mariana Mocanu Adapting the SoundThimble Movement Sonification System for Young Motion-impaired Users Grigore Burloiu Interactive spaces. A change in scenographic aesthetics Iuliana Gherghescu Session: Intelligent Systems KarySOM: An Unsupervised Learning based Approach for Human Karyotyping using Self-Organizing Maps Casian-Nicolae Marc, Gabriela Czibula Big Data Analytics for the Daily Living Activities of the People with Dementia Dorin Moldovan, Adrian Olosutean, Viorica Rozina Chifu, Cristina Bianca Pop, Tudor Cioara, Ionut Anghel, Ioan Salomie Machine Learning Based Technique for Detecting Daily Routine and Deviations Emil Stefan Chifu, Viorica Rozina Chifu, Cristina Bianca Pop, Alin Vlad, Ioan Salomie A fault sensitivity analysis for anomaly detection in water distribution systems using Machine Learning algorithms Alexandru Predescu, Mariana Mocanu, Ciprian Lupu False Positive Mitigation in Behavioral MalwareDetection Using Deep Learning Alexandru Mihai Lungana-Niculescu, Adrian Coleșa, Ciprian Oprișa Part II: Computer Vision 205 Special Session: Automated Driving A Fast Ransac Based Approach for Computing the Orientation of Obstacles in Traffic Scenes Florin Oniga, Sergiu Nedevschi Multimodal sparse LIDAR object tracking in clutter Mircea Paul Muresan, Sergiu Nedevschi Environment Perception Architecture using Images and 3D Data Horațiu Florea, Robert Varga, Sergiu Nedevschi Miniature Autonomous Vehicle Development on Raspberry Pi Bianca-Cerasela-Zelia Blaga, Mihai-Adrian Deac, Rami Watheq Yaseen Al-Doori, Mihai Negru, Radu Danescu 229 Genetic Algorithms for Trajectory Tracking of Mobile Robot Based on PID Controller Ali Alouache, Qinghe Wu Session: Computer Vision Optimizing Convolutional Neural Networks for low-resource devices Cosmin-Ionuț Rusu, Gabriela Czibula ii

10 A Deep Learning Approach For Pedestrian Segmentation In Infrared Images Raluca Brehar, Flaviu Ionut Vancea, Tiberiu Marița, Sergiu Nedevschi Semantic information based vehicle relative orientation and taillight detection Flaviu Ionut Vancea, Sergiu Nedevschi Automated Age-Related Macular Degeneration and Diabetic Macular Edema Detection on OCT Images using Deep Learning Sertan Kaymak, Ali Serener Real-Time Temporal Frequency Detection in FPGA Using Event-Based Vision Sensor Sahar Hoseini, Bernabe Linares-Barranco Special Session: Automated Driving Stereo vision based environment analysis and perception for autonomous driving applications Adrian Burlacu, Simona Caraiman, Amalia Cozma, Ecaterina Dobrincu, Robert Lupu, Roxana Miron, Otilia Zvoristeanu Automatic Annotation of Object Instances by Region-Based Recurrent Neural Networks Ionuț Fîciu, Radu Stîlpeanu, Cosmin Țoca, Anca Petre, Carmen Patrascu, Mihai Ciuc A Method for Automatic Pole Detection from Urban Video Scenes using Stereo Vision Bianca-Cerasela-Zelia Blaga, Sergiu Nedevschi Fusing semantic labeled camera images and 3D LiDAR data for the detection of urban curbs Selma Evelyn Catalina Goga, Sergiu Nedevschi Interchangeability of Kinect and Orbbec Sensors for Gesture Recognition Alina Delia Călin, Adriana Coroiu Session: Computer Vision Automatic Detection of Tumor Cells in Microscopic Images of Unstained Blood using Convolutional Neural Networks Ioana Mocan, Razvan Itu, Anca Ciurte, Radu Danescu, Rares Buiga Semantic segmentation-based traffic sign detection and recognition using deep learning techniques Călin Timbuș, Vlad-Cristian Miclea, Camelia Lemnaru Super-Resolution Generator Networks: A comparative study Cristian Lungu, Rodica Potolea Multiple Regions Image Scrambling Combined to HDR JPEG Compression Meha Hachani, Amira Houimli, Azza Ouled Zaid Towards Improving Location Identification by Deep Learning on Images Radu Razvan Slavescu, LászlóSzakács Part III: Distributed Computing and Networking 353 Special Session: HiPerGRID 355 Understanding and Making Sense of Maritime Navigation Datasets Liviu Năstase, Cătălin Negru, Florin Pop NEARBY Platform: Algorithm for Automated Asteroids Detection in Astronomical Images Teodor Stefanut, Victor Bacu, Constantin Nandra, Denisa Balasz, Dorian Gorgan, Ovidiu Vaduvescu NEARBY Platform for Detecting Asteroids in Astronomical Images Using Cloud-based Containerized Applications Victor Bacu, Adrian Sabou, Teodor Stefanut, Dorian Gorgan, Ovidiu Vaduvescu Virtual Machine and Data Placement Based on Physical Particle Optimization Model for Running Remote Sensing Scientific Flows Mihai Bica, Dorian Gorgan Session: Distributed Computing and Networking CoolCloudSim: Integrating Cooling System Models in CloudSim Cristian Pintea, Eugen Pintea, Marcel Antal, Claudia Pop, Tudor Cioara, Ionut Anghel, Ioan Salomie iii

11 DEVELOPING AN ONTOLOGY OF CYBER-OPERATIONS IN NETWORKS OF COMPUTERS Andrei C. Zamfira, Horia Ciocarlie Immune System Modeling and Analysis using CARMA Daniela Paula Petrinca, Eneia Nicolae Todoran Highly Accurate Power Profiling of Bluetooth Low Energy Communication Nicusor Iancu-Puiu, Marius Marcu Session: Distributed Computing and Networking BigClue: Towards a generic IoT cross-domain data processing platform Dan Huru, Catalin Leordeanu, Elena Apostol, Valentin Cristea Atomic invariants verification and deadlock detection at compile-time Ionut Tamas, Ioan Salomie, Marcel Antal Constraint Satisfaction Approaches in Cloud Resource Selection for Component Based Applications Flavia Micota, Mădălina Erașcu, Daniela Zaharie A Framework for Threats Analysis Using Software-Defined Networking Francisc Moldovan, Ciprian Oprișa Descentralizing the Stock Exchange using Blockchain: An Ethereum-based implementation of the Bucharest Stock Exchange Claudia Pop, Cristian Pop, Marcel Antal, Andreea Valeria Vesa, Teodor Petrican, Tudor Cioara, Ionut Anghel, Ioan Salomie Index 467 iv