Accepted papers

ArticleID

Article Title

Article Authors

004

Sensor System Power Adaptation for Automated Vehicles

Matti Kutila, Ari Virtanen, Mikko Tarkiainen, Pertti Peussa

011

Using Information from Heterogeneous Sources and Machine Learning in Intelligent Transportation Systems

Ana L. C. Bazzan, Jorge Chamby-Diaz, Rhuam Sena Estevam, Leonardo de A. Schmidt, Marcia Pasin, Jorge L. A. Samatelo, Matheus Vieira Lessa Ribeiro

014

Dishonest behavior dynamics in the presence of influential agents

Emil Bucur

018

Exploration of Autonomous Mobile and Semi-mobile Robots through Challenging Outdoor Environments for Natural Plant Recognition Using Deep Neural Network

Masoud Fathi Kazerouni, Nazeer T. Mohammed Saeed, Klaus-Dieter Kuhnert

022

Complete Visualisation, Network Modeling and Training, Web Based Tool, for the Yolo Deep Neural Network Model in the Darknet Framework

Roxana Mihaescu, Eduard Barnoviciu, Serban Carata, Mihai Chindea, Marian Ghenescu, Veta Ghenescu

024

Dynamic 3D Environment Perception Using Monocular Vision and Semantic Segmentation

Radu Danescu, Razvan Itu, Diana Borza

026

Source Code Retrieval for Bug Localization using Bug Report

Kyaw Ei Ei Swe, Hnin Min Oo

028

Analyzing Meteorological Data Using Unsupervised Learning Techniques

Andrei Mihai, Gabriela Czibula, Eugen Mihuleț

029

Detection of Instability Sources in Smart Grids Using Machine Learning Techniques

Dorin Moldovan, Ioan Salomie

030

Distributed processing models for large unstructured datasets: satellite imagery usecase

Ion Dorinel Filip, Cătălin Negru, Florin Pop, Adrian Stoica, Florin Șerban

031

Rapid Light Field Depth Estimation with Semi-Global Matching

Yuriy Anisimov, Didier Stricker

032

Predicting Service Level Agreement Violations in Cloud using Machine Learning techniques

George Iordache, Florin Pop

034

Obstacle Detection Using a Voxel Octree Representation

Sorana Capalnean, Florin Oniga, Radu Danescu

035

An initial study of feature extraction’s methods in facial expression recognition

Tudor Tolciu, Sinziana Toma, Cristian Matei, Laura Diosan

037

Voice Pathology Detection using an Incremental System Combining Possibilistic SVM and HMM

Rimah Amami

040

Efficient convolutional neural network for apparent age prediction

Casian Miron, Vasile Manta, Radu Timofte, Alexandru Pasarica, Radu-Ion Ciucu

042

Atrous Separable Convolutions for Heart Chamber Identification

Cristian Gabriel Turtoi

043

Using Side-Channels to Detect Abnormal Behavior in Industrial Control Systems

Roland Bolboaca, Bela Genge, Piroska Haller

044

Forecasting Financial Markets using Deep Learning

Razvan Zanc, Cioara Tudor, Ionut Anghel

047

Skin Lesion Diagnosis Using Deep Learning

Horea Muresan

049

ARMAX: A mobile geospatial augmented reality platform for serious gaming

Alexandru Predescu, Mariana Mocanu, Ciprian Lupu

050

A New Challenge in the Data Processing of Non-Standard Texts Containing Accents / Diacritics: A Case Study

Veronica Gavrila, Lidia Bajenaru, Ciprian Dobre

053

SMURD+ Medical Software

Gabriel Cristian Dragomir-Loga, Marius Pop

055

Semantic Segmentation Learning for Autonomous UAVs using Simulators and Real Data

Bianca-Cerasela-Zelia Blaga, Sergiu Nedevschi

057

A mentalist agent for guessing characters

Adrian Groza, Loredana Coroama

058

Genetic Multiobjective Optimisation with Elite Insertion for EEG Feature Selection

Lavinia Ferariu, Corina Cimpanu

060

Pollution Probes Application: the impact of using PVDM messages in VANET infrastructures for environmental monitoring

Bogdan Iancu, Istvan Illyes, Adrian Peculea, Vasile Dadarlat

061

A method for the measurement and interpretation of neuronal interactions: improved fitting of cross-correlation histograms using 1D-Gabor Functions.

Ana Maria Ichim, Raul Cristian Muresan, Adriana Nagy-Dabacan

062

Space Breakdown Method

Eugen-Richard Ardelean, Alexander Stanciu, Mihaela Dinsoreanu, Camelia Lemnaru, Rodica Potolea

063

Asymmetric Generalized Gaussian Distribution Parameters Estimation based on Maximum Likelihood, Moments and Entropy

Nafaa Nacereddine, Aicha Baya Goumeidane

064

What are you doing with that thing: Getting Household Service Robots to Explain Themselves

Mihai Pomarlan

065

Evolved Cellular Automata for Edge Detection in Binary Images

Alina Enescu, Anca Andreica, Laura Diosan

066

Hepatocellular Carcinoma Segmentation within Ultrasound Images using Convolutional Neural Networks

Flaviu Vancea, Delia Mitrea, Sergiu Nedevschi, Magda Rotaru, Horia Stefanescu, Radu Badea

067

The Impact of Data Challenges on Intent Detection and Slot Filling for the Home Assistant Scenario

Anda Stoica, Tibor Kadar, Camelia Lemnaru, Rodica Potolea, Mihaela Dinsoreanu

068

A Robust Vehicle Trajectory Prediction System

Lucian Cristea, Rodica Potolea

070

Detecting Non-Redundant Collective Activity of Neurons

Medorian Gheorghiu, Adriana Nagy-Dabacan, Raul Muresan

072

Towards Balancing the Complexity of Convolutional Neural Network with the Role of Optical Coherence Tomography in Retinal Conditions

Anca Marginean, Adrian Groza, Simona Delia Nicoara, George Muntean, Radu Razvan Slavescu, Ioan Alfred Letia

073

Object Detection in Monocular Infrared Images Using Classification – Regresion Deep Learning Architectures

Raluca Brehar, Flaviu Vancea, Tiberiu Marita, Cristian Vancea, Sergiu Nedevschi

074

Finding the Spreaders in a Graph Database

Riham Abdel Kader

076

Vision Inspection of Bottle Caps in Drink Factories Using Convolutional Neural Networks

Mahdi Bahaghighat, Fereshteh Abedini, Misak S’hoyan, Arthur-Jozsef Molnar

078

Building soil classification maps using HorusApp and Sentinel-2 Products

Victor Bacu, Teodor Stefanut, Dorian Gorgan

079

Generating Data using Monte Carlo Dropout

Kristian Miok, Dong Nguyen-Doan, Daniela Zaharie, Marko Robnik-Sikonja

080

Personalized Gear Shifting Architecture for Next Generation Automatic Transmission Systems

Ayşegül Sarı, Ahmet Taha Bilgiç, Görkem Şafak, Duygu Erates, Emre Kaplan

082

Intelligent control of an aerodynamical system

Alex Danku, Andrei Kovari, Liviu C. Miclea, Eva-Henrietta Dulf

084

EmotionSense: Real-time emotional feedback from the audience

Andrada Farcas, Anca Marginean

085

Securely Exposing Machine Learning Models to Web Clients using Intel SGX

Dávid Ács, Adrian Coleșa

087

Keyword Spotting using Dynamic Time Warping and Convolutional Recurrent Networks

Erika-Timea Albert, Camelia Lemnaru, Mihaela Dinsoreanu, Rodica Potolea

088

Toward a hydrid vehicle communication platform based on VLC and DSRC technologies

Eduard Zadobrischi, Sebastian Andrei Avătămăniței, Alin Mihai Căilean, Mihai Dimian, Mihai Negru

089

Usability evaluation of a domain-specific language for defining aggregated processing tasks

Constantin Ioan Nandra, Dorian Gorgan

090

A Stacking Multi-Learning Ensemble Model for Predicting Near Real Time Energy Consumption Demand of Residential Buildings

Andreea Valeria Vesa, Nicoleta Ghitescu, Claudia Pop, Marcel Antal, Tudor Cioara, Ionut Anghel, Ioan Salomie

094

Using Convolutional Neural Network for ImageEnhancement on Mobile Devices

Mihai Despotovici, Irina Mocanu, Lucia Rusu

095

Multi-Object tracking of 3D cuboids using aggregated feature channels

Mircea Paul Muresan, Sergiu Nedevschi

096

Host Oriented Factor Normalizing Authentication Resource

Aurel-Dragos Hofnar, Marius Joldos

097

An improved NLM filter with increased noise robustness and adaptive similarity function

Claudiu Bic, Romulus Terebes

098

Romanian Part of Speech Tagging using LSTM Networks

Beata Lorincz, Maria Nutu, Adriana Stan

101

End-to-end models for self-driving cars on UPB campus roads

Andrei Mihalea, Robert Samoilescu, Andrei Cristian Nica, Mihai Trăscău, Alexandru Sorici, Adina Magda Florea

102

Estimating pedestrian intentions from trajectory data

Elena Sikudova, Kristina Malinovska, Radoslav Skoviera, Julia Skovierova, Miroslav Uller, Vaclav Hlavac

103

Detecting Wearable Objects via Transfer Learning

Svatopluk Kraus, Pavel Krsek, Kristína Malinovská, Matúš Tuna

104

Dot Matrix OCR for Bottle Validity Inspection

Mircea Paul Muresan, Paul Szabo, Sergiu Nedevschi

105

Deep Learning for Automatic Diacritics Restoration in Romanian

Maria Nuțu, Beata Lorincz, Adriana Stan

106

Sentiment Analysis of Events in Social Media

Ciprian-Octavian Truică, Elena Apostol, Alexandru Petrescu

107

A Flexible Windows Workspace Saving and Restoring Utility

Bálint Szabó, Adrian Coleșa

108

Hepatocellular Carcinoma Recognition in Ultrasound Images Using Textural Descriptors and Classical Machine Learning

Raluca Brehar, Delia Mitrea, Sergiu Nedevschi, Monica Lupsor Platon, Magda Rotaru, Radu Badea

109

Experiences in building a distributed Earth Observation Platform

Marian Neagul, Silviu Panica, Teodora Selea

111

Identifying Concepts and Relations in a Transition-Based AMR Parser

Viorel Ieremias, Roxana Pop, Florin Macicasan

114

LiDAR Performance Review in Arctic Conditions

Maria Jokela, Matti Kutila, Kimmo Kauvo, Pasi Pyykönen

116

Improved 3D Perception based on color monocular camera for MAV exploiting image semantic segmentation

Andrei Baraian, Sergiu Nedevschi

118

An Unsupervised Neural Model for Aspect Based Opinion Mining

Emil Stefan Chifu, Viorica Rozina Chifu

122

Automatic Extrinsic Calibration of LIDAR and Monocular Camera Images

Albert-Szabolcs Vaida, Sergiu Nedevschi

123

On the link between facial expressions and emotional states induced by exposition to multimedia contents

Sérgio Paiva, Herman Gomes

124

Investigation of Automatic Video Summarization using Viewer's Physiological, Facial and Attentional Features

Sérgio Paiva, Herman Gomes

125

Enterprise Knowledge Modeling, UML vs ontology: Formal Evaluation

Meriem Mejhed Mkhinini, Ouassila Labbani, Christophe Nicolle

127

Continuation-Based Metric Semantics for Concurrency

Eneia Nicolae Todoran