Table of Contents

• Keynote lecture: A functional architecture for the navigation of an autonomous vehicleFawzi Nashashibi. [doi]
• Keynote lecture: Automated driving at Volkswagen Group Research - Future challenges for environment perceptionThorsten Bagdonat. [doi]
• HACGA: An artifacts-based clustering approach for malware classificationOliviu-Bogdan Botocan, Gabriela Czibula. 5-12 [doi]
• Ensemble classifiers for supervised anomaly based network intrusion detectionValentina Timcenko, Slavko Gajin. 13-19 [doi]
• Semantic data factory: A framework for using domain knowledge in software application developmentClaudia Pop, Alexandra Craciun, Carla Knoblau, Marcel Antal, Dorin Moldovan, Tudor Cioara, Ionut Anghel, Ioan Salomie. 21-28 [doi]
• Building a cleanset. An artificial intelligence perspective of identifying network installersMihai Leonte, Dragos Teodor Gavrilut, Nicolae Postolachi. 29-36 [doi]
• Analysing debates on climate change with textual entailment and ontologiesRoxana Szabo, Adrian Groza. 39-46 [doi]
• On explaining inconsistencies in multi-context streams as support for the human userOctavian Pop, Ioan Alfred Letia. 47-53 [doi]
• Conceptual graph driven modeling and querying methods for RDMBS and XML databasesAndrea Éva Molnár, Viorica Varga, Christian Sacarea, Dan Cimpan, Bogdan Mocian. 55-62 [doi]
• Climebot: An argumentative agent for climate changeDaniel Toniuc, Adrian Groza. 63-70 [doi]
• Artifact detection in EEG using machine learningElena Nedelcu, Raluca Portase, Ramona Tolas, Raul Cristian Muresan, Mihaela Dinsoreanu, Rodica Potolea. 77-83 [doi]
• Detecting depression from fMRI using relational association rules and artificial neural networksDiana-Lucia Miholca, Adrian Onicas. 85-92 [doi]
• Particle swarm optimization for facility layout problems FLP - A comprehensive studyMostafa Abdulghafoor Mohammed, Raed Abdulkareem Hasan. 93-99 [doi]
• A transition-based approach for AMR parsing using LSTM networksSilviana Cimpian, Andreea Lazar, Florin Macicasan, Camelia Lemnaru. 103-110 [doi]
• Formal concept analysis of a Romanian emotion lexiconMihaiela Lupea, Anamaria Briciu. 111-118 [doi]
• On a diacritics due part-of-speech tagging ambiguity in RomanianRadu Razvan Slavescu, Calin Cenan. 119-123 [doi]
• Comparison of FPNNs models approximation capabilities and FPGA resources utilizationMartin Krcma, Zdenek Kotásek, Jakub Lojda. 125-132 [doi]
• Cloudifier virtual apps: Virtual desktop predictive analytics apps environment based on GPU computing frameworkAndrei Ionut Damian, Alexandru Purdila, Nicolae Tapus. 133-138 [doi]
• Using self - Organising maps for Pareto - Ranking in genetic multiobjective optimisationsLavinia Ferariu. 141-146 [doi]
• Machine learning for sensor-based manufacturing processesDorin Moldovan, Tudor Cioara, Ionut Anghel, Ioan Salomie. 147-154 [doi]
• Optimizing the generation of personalized healthy menus for elderly people using a crab breeding inspired methodViorica Rozina Chifu, Emil St. Chifu, Cristina Bianca Pop, Ioan Salomie, Alexandru Nicolae Niculici. 155-162 [doi]
• Chebyshev-based iterated local search for multi-objective optimizationImen Ben Mansour, Inès Alaya, Moncef Tagina. 163-170 [doi]
• A proposed whale search algorithm with adaptive random walkEid Emary, Hossam M. Zawbaa, Mustafa Abdul Salam. 171-177 [doi]
• Requirement dependencies-based formal approach for test case prioritization in regression testingAndreea Vescan, Camelia Serban, Camelia Chisalita-Cretu, Laura Diosan. 181-188 [doi]
• A system for detecting professional skills from resumes written in natural languageEmil St. Chifu, Viorica Rozina Chifu, Iulia Popa, Ioan Salomie. 189-196 [doi]
• An approach to software development effort estimation using machine learningVlad-Sebastian Ionescu. 197-203 [doi]
• Ontology-based skill matching algorithmsTeodor Petrican, Ciprian Stan, Marcel Antal, Ioan Salomie, Tudor Cioara, Ionut Anghel. 205-211 [doi]
• Predicting political opinions in social networks with user embeddingsCiprian Talmacel, Florin Leon. 213-219 [doi]
• Platform for unified enhanced time Petri Net modelsAttila Ors Kilyen, Tiberiu S. Letia. 223-230 [doi]
• Time series - A taxonomy based surveyOctavian Lucian Hasna, Rodica Potolea. 231-238 [doi]
• GolfEngine: Network management system for software defined networkingQianqian Li, Reza Mohammadi, Mauro Conti, Chuanhuang Li, Xiaolin Li. 239-246 [doi]
• A parallel evolutionary approach to community detection in complex networksMarius Joldos, Camelia Chira. 247-254 [doi]
• OpToGen - A genetic algorithm based framework for optimal topology generation for linear networksAdil A. Sheikh, Emad A. Felemban, Ahmad Alhindi, Atif Naseer, Mukhtar Ghaleb, Ahmed Lbath. 255-262 [doi]
• Vehicle taillight detection and tracking using deep learning and thresholding for candidate generationFlaviu Ionut Vancea, Arthur Daniel Costea, Sergiu Nedevschi. 267-272 [doi]
• Automatic extrinsic camera parameters calibration using convolutional neural networksRazvan Itu, Diana Borza, Radu Danescu. 273-278 [doi]
• A facial recognition application based on incremental supervised learningElena Roxana Buhus, Lacrimioara Grama, Catalina Serbu. 279-286 [doi]
• Automatic gender recognition for "in the wild" facial images using convolutional neural networksSergiu Cosmin Nistor, Alexandra-Cristina Marina, Adrian Sergiu Darabant, Diana Borza. 287-291 [doi]
• Online cross-calibration of camera and LIDARBianca-Cerasela-Zelia Blaga, Sergiu Nedevschi. 295-301 [doi]
• Spectral attenuation in low visibility artificial fog: Experimental study and comparison to literature modelsAki Mayra, Eero Hietala, Matti Kutila, Pasi Pyykonen. 303-308 [doi]
• An approach for segmenting 3D LiDAR data using multi-volume grid structuresSelma Goga, Sergiu Nedevschi. 309-315 [doi]
• Real-time object detection using a sparse 4-layer LIDARMircea Paul Muresan, Sergiu Nedevschi, Ion Giosan. 317-322 [doi]
• Lazy feature extraction and boosted classifiers for object detectionRobert Varga, Sergiu Nedevschi. 325-330 [doi]
• Insatiate boosted forest: Towards data exploitation in object detectionFarzin Ghorban, Yu Su, Mirko Meuter, Anton Kummert. 331-338 [doi]
• Experimentation of vision algorithm performance using custom OpenCL™ vector language extensions for a graphical accelerator with vector architectureBogdan Ditu, Fred Peterson, Ciprian Arbone. 339-346 [doi]
• GPU memory leveraged for accelerated training using TensorflowMarculet Dan-Georgian, Gavrilut Dragos Teodor, Benchea Razvan. 347-353 [doi]
• Real-time micro-expression detection from high speed camerasDiana Borza, Razvan Itu, Radu Danescu. 357-361 [doi]
• Animal detection from traffic scenarios based on monocular color visionGyorgy Jasko, Ion Giosan, Sergiu Nedevschi. 363-368 [doi]
• An extremely fast pattern based line detectorI. Cem Baykal, I. C. Yilmaz. 369-376 [doi]
• Automated prototype for asteroids detectionDenisa Copandean, Ovidiu Vaduvescu, Dorian Gorgan. 377-382 [doi]
• Deep convolutional neural nets for objective steatosis detection from liver samplesCristian Vicas, Ioana Rusu, Nadim Al Hajjar, Monica Lupsor Platon. 385-390 [doi]
• Classification of EEG signals in an object recognition taskIacob D. Rus, Paul Marc, Mihaela Dinsoreanu, Rodica Potolea, Raul Cristian Muresan. 391-395 [doi]
• Towards semantic visual features for malignancy description within medical imagesAbir Baâzaoui, Walid Barhoumi, Ezzeddine Zagrouba. 397-402 [doi]
• A semiautomatic saliency model and its application to video compressionVitaliy Lyudvichenko, Mikhail Erofeev, Yury Gitman, Dmitriy Vatolin. 403-410 [doi]
• Evaluation of CTP and LEACH protocols for structural health monitoring systemsAmira Zrelli, Tahar Ezzedine. 415-419 [doi]
• Analysis, design and implementation of secure LoRaWAN sensor networksBogdan Oniga, Vasile Teodor Dadarlat, Eli De Poorter, Adrian Munteanu. 421-428 [doi]
• Energy-aware cooperative localization approach for wireless sensor networksBadia Bouhdid, Wafa Akkari, Abdelfettah Belghith. 429-435 [doi]
• Efficient localization approach for large scale wireless sensor networksBadia Bouhdid, Wafa Akkari, Abdelfettah Belghith. 437-442 [doi]
• Community engagement in water resources planning using serious gamingMarian Muste, Andrea Carson, Haowen Xu, Mariana Mocanu. 445-451 [doi]
• SWAT model calibration over Cloud infrastructures using the BigEarth platformVictor Bacu, Constantin Nandra, Teodor Stefanut, Dorian Gorgan. 453-460 [doi]
• Elastic disaster early warning system using a cloud-based communication centerGeorge Suciu, Victor Suciu, Cristina Butca, Ciprian Dobre, Florin Pop. 461-467 [doi]
• Elastic stack in action for smart cities: Making sense of big dataAndrei Talas, Florin Pop, Gabriel Neagu. 469-476 [doi]
• A task scheduling algorithm for HPC applications using colored stochastic Petri Net modelsIon Dan Mironescu, Lucian Vintan. 479-486 [doi]
• Cyber-physical system for assisted living and home monitoringMaria-Iuliana Bocicor, David Cuesta-Frau, Ionut-Catalin Draghici, Nicolae Goga, Arthur-Jozsef Molnar, Raul Valor-Perez, Andrei Vasilateanu. 487-493 [doi]
• Fault tolerance capability of cloud data centerHumphrey Emesowum, Athanasios Paraskelidis, Mo Adda. 495-502 [doi]
• Coralcon: An open source low-cost modem for underwater IoT applicationsAdil A. Sheikh, Emad A. Felemban, Adnan Ashraf. 503-508 [doi]
• Bayesian analysis of resource allocation policies in data centers in terms of virtual machine migrationsCora Craciun, Ioan Salomie. 511-518 [doi]
• An implementation of loop fusion for improving performance and energy consumption of shared-memory parallel codesIulia Stirb. 519-526 [doi]
• Proactive day-ahead data center operation scheduling for energy efficiency: Solving a MIOCP using a multi-gene genetic algorithmMarcel Antal, Claudia Pop, Tudor Cioara, Ionut Anghel, Ionut Tamas, Ioan Salomie. 527-534 [doi]
• Self-adaptive task scheduler for dynamic allocation in energy efficient data centersMarcel Antal, Adelina Burnete, Claudia Pop, Tudor Cioara, Ionut Anghel, Ioan Salomie. 535-541 [doi]
• PAPR reduction in OFDM with active constellation extension and hadamard transformLele Dang, Hui Li, Songyun Guo. 543-549 [doi]