Table of Contents

• Obstacle Detection Using a Voxel Octree RepresentationSorana Capalnean, Florin Oniga, Radu Danescu. 3-9 [doi]
• Multi-Object Tracking of 3D Cuboids Using Aggregated FeaturesMircea Paul Muresan, Sergiu Nedevschi. 11-18 [doi]
• Estimating pedestrian intentions from trajectory dataElena Sikudová, Kristína Malinovská, Radoslav Skoviera, Júlia Skovierová, Miroslav Uller, Václav Hlavác. 19-25 [doi]
• LiDAR Performance Review in Arctic ConditionsMaria Jokela, Pasi Pyykönen, Matti Kutila, Kimmo Kauvo. 27-31 [doi]
• End-to-end models for self-driving cars on UPB campus roadsAndrei Mihalea, Robert Samoilescu, Andrei Cristian Nica, Mihai Trascau, Alexandru Sorici, Adina Magda Florea. 35-40 [doi]
• The Impact of Data Challenges on Intent Detection and Slot Filling for the Home Assistant ScenarioAnda Stoica, Tibor Kadar, Camelia Lemnaru, Rodica Potolea, Mihaela Dînsoreanu. 41-47 [doi]
• Intelligent Control of an Aerodynamical SystemAlex Danku, Andrei Kovari, Liviu C. Miclea, Eva-Henrietta Dulf. 49-52 [doi]
• Keyword Spotting using Dynamic Time Warping and Convolutional Recurrent NetworksErika-Timea Albert, Camelia Lemnaru, Mihaela Dînsoreanu, Rodica Potolea. 53-60 [doi]
• Distributed processing platform for large datasets: satellite imagery usecaseIon-Dorinel Filip, Catalin Negru, Florin Pop, Adrian Stoica, Florin Serban. 63-70 [doi]
• Predicting Service Level Agreement Violations in Cloud using Machine Learning techniquesGeorge Valentin Iordache, Florin Pop. 71-78 [doi]
• Building soil classification maps using HorusApp and Sentinel-2 ProductsVictor Bacu, Teodor Stefanut, Dorian Gorgan. 79-85 [doi]
• Usability evaluation of a domain-specific language for defining aggregated processing tasksConstantin Nandra, Dorian Gorgan. 87-94 [doi]
• Sensor System Power Adaptation for Automated VehiclesMatti Kutila, Ari Virtanen, Mikko Tarkiainen, Pertti Peussa. 97-101 [doi]
• Toward a hybrid vehicle communication platform based on VLC and DSRC technologiesEduard Zadobrischi, Sebastian-Andrei Avatamanitei, Alin Mihai Cailean, Mihai Dimian, Mihai Negru. 103-107 [doi]
• Rapid Light Field Depth Estimation with Semi-Global MatchingYuriy Anisimov, Oliver Wasenmüller, Didier Stricker. 109-116 [doi]
• Automatic Extrinsic Calibration of LIDAR and Monocular Camera ImagesAlbert-Szabolcs Vaida, Sergiu Nedevschi. 117-124 [doi]
• Enterprise Knowledge Modeling, UML vs Ontology: Formal EvaluationMeriem Mejhed Mkhinini, Ouassila Labbani, Christophe Nicolle. 127-134 [doi]
• Identifying Concepts and Relations in a Transition-Based AMR ParserViorel Ieremias, Roxana Pop, Florin Macicasan. 135-142 [doi]
• Sentiment Analysis of Events in Social MediaAlexandru Petrescu, Ciprian-Octavian Truica, Elena Simona Apostol. 143-149 [doi]
• An Unsupervised Neural Model for Aspect Based Opinion MiningEmil Stefan Chifu, Viorica Rozina Chifu. 151-157 [doi]
• Securely Exposing Machine Learning Models to Web Clients using Intel SGXDávid Ács, Adrian Colesa. 161-168 [doi]
• Host Oriented Factor Normalizing Authentication Resource: More Secure Authentication for Legacy SystemsAurel-Dragos Hofnar, Marius Joldos. 169-174 [doi]
• Detection of Sources of Instability in Smart Grids Using Machine Learning TechniquesDorin Moldovan, Ioan Salomie. 175-182 [doi]
• A Stacking Multi-Learning Ensemble Model for Predicting Near Real Time Energy Consumption Demand of Residential BuildingsAndreea Valeria Vesa, Nicoleta Ghitescu, Claudia Pop, Marcel Antal, Tudor Cioara, Ionut Anghel, Ioan Salomie. 183-189 [doi]
• Dynamic 3D Environment Perception Using Monocular Vision and Semantic SegmentationRadu Danescu, Razvan Itu, Diana Borza. 193-200 [doi]
• Personalized Gear Shifting Architecture for Next Generation Automatic Transmission SystemsAysegül Sari, Ahmet Taha Bilgiç, Görkem Safak, Duygu Erates, Emre Kaplan. 201-205 [doi]
• Object Detection in Monocular Infrared Images Using Classification - Regresion Deep Learning ArchitecturesRaluca Brehar, Flaviu Vancea, Tiberiu Marita, Cristian Vancea, Sergiu Nedevschi. 207-212 [doi]
• Using Information from Heterogeneous Sources and Machine Learning in Intelligent Transportation SystemsAna L. C. Bazzan, Jorge Cristhian Chamby-Diaz, R. S. Estevam, L. de A. Schmidt, M. Pasin, J. L. A. Samatelo, M. V. L. Ribeiro. 213-220 [doi]
• Romanian Part of Speech Tagging using LSTM NetworksBeáta Lorincz, Maria Nutu, Adriana Stan. 223-228 [doi]
• A New Challenge in the Data Processing of Non-Standard Texts Containing Accents / Diacritics: A Case StudyVeronica Gavrila, Lidia Bajenaru, Ciprian Dobre. 229-234 [doi]
• Deep Learning for Automatic Diacritics Restoration in RomanianMaria Nutu, Beáta Lorincz, Adriana Stan. 235-240 [doi]
• Source Code Retrieval for Bug Localization using Bug ReportKyaw Ei Ei Swe, Hnin Min Oo. 241-247 [doi]
• An initial study of feature extraction's methods in facial expression recognitionToma Sînziana, Tolciu Tudor, Matei Cristian, Diosan Laura. 251-257 [doi]
• Efficient convolutional neural network for apparent age predictionCasian Miron, Vasile Manta, Radu Timofte, Alexandru Pasarica, Radu-Ion Ciucu. 259-262 [doi]
• Link between Facial Expressions and Emotional States Induced by Exposure to Multimedia ContentSérgio Cavalcanti de Paiva, Herman Martins Gomes. 263-269 [doi]
• Investigation of Automatic Video Summarization using Viewer's Physiological, Facial and Attentional FeaturesSérgio Cavalcanti de Paiva, Herman Martins Gomes. 271-276 [doi]
• Exploration of Autonomous Mobile Robots through Challenging Outdoor Environments for Natural Plant Recognition Using Deep Neural NetworkMasoud Fathi Kazerouni, Nazeer T. Mohammed Saeed, Klaus-Dieter Kuhnert. 279-285 [doi]
• What are you doing with that thing: Getting Household Service Robots to Explain ThemselvesMihai Pomarlan. 287-294 [doi]
• Improved 3D Perception based on Color Monocular Camera for MAV exploiting Image Semantic SegmentationAndrei Baraian, Sergiu Nedevschi. 295-301 [doi]
• Semantic Segmentation Learning for Autonomous UAVs using Simulators and Real DataBianca-Cerasela-Zelia Blaga, Sergiu Nedevschi. 303-310 [doi]
• ARMAX: A Mobile Geospatial Augmented Reality Platform for Serious GamingAlexandru Predescu, Mariana Mocanu, Ciprian Lupu. 313-318 [doi]
• A mentalist agent for identifying characters using dynamic query strategiesAdrian Groza, Loredana Coroama. 319-326 [doi]
• Dishonest behavior dynamics in the presence of influential agentsEmil Bucur. 327-334 [doi]
• Finding the Spreaders in a Graph DatabaseRiham Abdel Kader. 335-340 [doi]
• Asymmetric Generalized Gaussian Distribution Parameters Estimation based on Maximum Likelihood, Moments and EntropyNafaa Nacereddine, Aicha-Baya Goumeidane. 343-350 [doi]
• Evolved Cellular Automata for Edge Detection in Binary ImagesAlina Enescu, Anca Andreica, Laura Diosan. 351-358 [doi]
• Using Convolutional Neural Network for Image Enhancement on Mobile DevicesMihai Despotovici, Irina Mocanu, Lucia Rusu. 359-364 [doi]
• An improved NLM filter with increased noise robustness and adaptive similarity functionClaudiu Bic, Romulus Terebes. 365-370 [doi]
• Detecting Wearable Objects via Transfer LearningSvatopluk Kraus, Pavel Krsek, Kristína Malinovská, Matús Tuna. 373-380 [doi]
• Vision Inspection of Bottle Caps in Drink Factories Using Convolutional Neural NetworksMahdi Bahaghighat, Fereshteh Abedini, Misak S'hoyan, Arthur-Jozsef Molnar. 381-385 [doi]
• EmotionSense: Real-time Emotional Feedback from the AudienceAndrada-Denisa Farcas, Anca Marginean. 387-393 [doi]
• Dot Matrix OCR for Bottle Validity InspectionMircea Paul Muresan, Paul Andrei Szabo, Sergiu Nedevschi. 395-401 [doi]
• Genetic Multiobjective Optimisation with Elite Insertion for EEG Feature SelectionLavinia Ferariu, Corina Cimpanu. 405-410 [doi]
• A Robust Vehicle Trajectory Prediction System Deep learning based approach with a novel fusion techniqueLucian Cristea, Rodica Potolea. 411-418 [doi]
• Space Breakdown Method A new approach for density-based clusteringEugen-Richard Ardelean, Alexander Stanciu, Mihaela Dînsoreanu, Rodica Potolea, Camelia Lemnaru, Vasile Vlad Moca. 419-425 [doi]
• Using Side-Channels to Detect Abnormal Behavior in Industrial Control SystemsRoland Bolboaca, Béla Genge, Piroska Haller. 435-441 [doi]
• Pollution Probes Application: the impact of using PVDM messages in VANET infrastructures for environmental monitoringBogdan Iancu, Istvan Illyes, Adrian Peculea, Vasile Dadarlat. 443-449 [doi]
• SMURD+ Medical SoftwareGabriel Dragomir, Marius Pop. 451-457 [doi]
• Forecasting Financial Markets using Deep LearningRazvan Zanc, Tudor Cioara, Ionut Anghel. 459-466 [doi]
• Towards Balancing the Complexity of Convolutional Neural Network with the Role of Optical Coherence Tomography in Retinal ConditionsAnca Marginean, Adrian Groza, Simona Delia Nicoara, George Muntean, Radu Razvan Slavescu, Ioan Alfred Letia. 475-482 [doi]
• Hepatocellular Carcinoma Segmentation within Ultrasound Images using Convolutional Neural NetworksFlaviu Vancea, Delia Mitrea, Sergiu Nedevschi, Magda Rotaru, Horia Stefanescu, Radu Badea. 483-490 [doi]
• Hepatocellular Carcinoma Recognition in Ultrasound Images Using Textural Descriptors and Classical Machine LearningRaluca Brehar, Delia Mitrea, Sergiu Nedevschi, Monica Platon-Lupsor, Magda Rotaru, Radu Badea. 491-497 [doi]
• Skin Lesion Diagnosis Using Deep LearningHorea-Bogdan Muresan. 499-506 [doi]
• Generating Data using Monte Carlo DropoutKristian Miok, Dong Nguyen Doan, Daniela Zaharie, Marko Robnik-Sikonja. 509-515 [doi]
• Complete Visualisation, Network Modeling and Training, Web Based Tool, for the Yolo Deep Neural Network Model in the Darknet FrameworkSerban Carata, Roxana Mihaescu, Eduard Barnoviciu, Mihai Chindea, Marian Ghenescu, Veta Ghenescu. 517-523 [doi]
• A method for the measurement and interpretation of neuronal interactions: improved fitting of cross-correlation histograms using 1D-Gabor FunctionsAna-Maria Ichim, Adriana Nagy-Dabâcan, Raul C. Muresan. 525-528 [doi]
• Analyzing Meteorological Data Using Unsupervised Learning TechniquesAndrei Mihai, Gabriela Czibula, Eugen Mihulet. 529-536 [doi]
• Detecting Non-Redundant Collective Activity of NeuronsMedorian D. Gheorghiu, Adriana Nagy-Dabâcan. 539-543 [doi]
• Experiences in building a distributed Earth Observation PlatformMarian Neagul, Silviu Panica, Teodora Selea. 545-550 [doi]
• Continuation-Based Metric Semantics for ConcurrencyEneia Nicolae Todoran. 551-559 [doi]
• A Flexible Windows Workspace Saving and Restoring UtilityBálint Szabó, Adrian Colesa. 561-568 [doi]