Table of Contents

• Keynote Lecture - Towards Efficient Real-Time Perception in Self-Driving Cars: Methods, Challenges and Open QuestionsStefan Mathe. [doi]
• Keynote Lecture: Human-centric Natural Language Processing for Social Good and Responsible ComputingSmaranda Muresan. [doi]
• Scene Understanding: Do we even need Labels and Data ?Raoul de Charette. [doi]
• STEM Rebalance: A Novel Approach for Tackling Imbalanced Datasets using SMOTE, Edited Nearest Neighbour, and MixupYumnah Hasan, Fatemeh Amerehi, Patrick Healy, Conor Ryan. 3-9 [doi]
• Predicting DNN run-times using a Graph Neural Network for heterogenous SoCsAndrei Viman, Mihai Negru, Catalin Cason. 11-18 [doi]
• Modeling the deformation behavior of wind turbine blades using artificial neural networksSergiu Zaporojan, Viorel Carbune, Radu Razvan Slavescu, Eugeniu Munteanu, Valeriu Dulgheru, Marin Gutu. 19-25 [doi]
• Modeling market behavior through game theory using historical cryptocurrency and equity dataVlad Bucur, Liviu Cristian Miclea. 27-32 [doi]
• Trajectory Planning for Automated Vehicles using Quantum ComputingJuha Lilja. 35-40 [doi]
• Predicting Emergency Braking in Vehicles Using a CNN with Sequential Image and Velocity DataRazvan Itu, Radu Danescu. 41-47 [doi]
• Optical Flow with Semantic Guidance and Uncertainty Estimation for Robust Video PerceptionAndrei Iosif, Mihai Negru. 49-56 [doi]
• Accuracy vs Speed Trade-offs in Multi-Frame LiDAR-based Linear Correction for Visual OdometryCorvin-Petrut Cobârzan, Catalin-Cosmin Golban, Sergiu Nedevschi. 57-60 [doi]
• P2P System for Private Business Data AggregationNicola Zingirian. 63-70 [doi]
• Benchmarking Anomaly Detection Algorithms using Hyperparameter OptimizationZoltan Czako, Gheorghe Sebestyen, Anca Hangan. 71-78 [doi]
• Efficient Machine Learning Ensemble Methods for Detecting Gravitational Wave Glitches in LIGO Time SeriesElena Simona Apostol, Ciprian-Octavian Truica. 79-86 [doi]
• Extracting Appliance Behavior from Heterogeneous DataIulia-Maria Rus, Raluca Portase, Ramona Tolas, Camelia Lemnaru, Mihaela Dînsoreanu, Rodica Potolea. 87-92 [doi]
• VTSeg: Video Transformer for Semantic SegmentationVasile Lup, Ion Giosan. 95-102 [doi]
• Road Marking Real-Time Detection with a Single Stage Object DetectorDan-Sebastian Bacea, Florin Oniga. 103-110 [doi]
• Static Mesh Enrichment with Dynamic Entities for Training Sets GenerationVivian Chiciudean, Radu Beche, Bianca-Cerasela-Zelia Blaga, Florin Oniga, Sergiu Nedevschi. 111-119 [doi]
• Multi-Stream TCP DesignNicola Zingirian. 123-130 [doi]
• Analyses on Usage of MLP Regression with WSN Data for Predicting Room OccupancyDalibor Dobrilovic, Razvan Bogdan, Visnja Ognjenovic, Marius Marcu. 131-136 [doi]
• Automatic Data Workflow and Disk Management Tool for the ALICE ExperimentAlice Florenta Suiu, Costin Grigoras, Nicolae Tapus, Latchezar Betev. 137-143 [doi]
• HAAC: Highly Available Access to Credentials, with DHTsMihaela-Diana Nicolae, Voichita Iancu. 145-152 [doi]
• Optimized Pallet Localization Using RGB-D Camera and Deep Learning ModelsÉlisson da Silva Rocha, Sérgio F. Chevtchenko, Lucas F. S. Cambuim, Rafael M. Macieira. 155-162 [doi]
• 3D Object Recognition using Enhanced SlicingRazvan Gabriel Dumitru, Dorian Gorgan. 163-170 [doi]
• Simplification of Continuous Chains in 3D CAD Models for Industrial AR ApplicationsAbhayadhathri Arige, Marius Preda, Titus B. Zaharia. 171-176 [doi]
• Hand signal classification system for sign language communication in Virtual RealityOctavian Dudas, Constantin Nandra, Cristinel Mihai Mocan, Dorian Gorgan. 177-183 [doi]
• LOKI-2: An Improved Lightweight Cryptographic Key Distribution Protocol for Automotive SystemsTeri Lenard, Béla Genge, Anastasija Collen, Niels A. Nijdam. 187-194 [doi]
• Detecting Domain Generation Algorithms in Malware Traffic Using Constrained ResourcesVictor Mosolea, Ciprian Oprisa. 195-202 [doi]
• Ember Feature Dataset Analysis For Malware DetectionMarian Sandor, Radu-Marian Portase, Adrian Colesa. 203-210 [doi]
• Efficient Multi-Stage Detection of Malicious Windows Executable During ExecutionRadu-Marian Portase, Adrian Colesa, Gheorghe Sebestyen. 211-218 [doi]
• A CNN-based model for low-textured object detection and trackingSalah-eddine Laidoudi, Madjid Maidi, Samir Otmane. 221-227 [doi]
• Chambolle's Projection-based Total Variation Deepnet Layer for Image DenoisingGeorge Florin Grosu, Romulus Terebes. 229-236 [doi]
• Deep learning object detection for tracing the plasma portion of whole blood from images of medical sample containersDan-Sebastian Bacea, Volker von Einem, Jaiganesh Srinivasan. 237-244 [doi]
• Computational procedure for adaptive front-lighting systemsHenrietta Helena Vitca, Iulia Adina Stefan, Liviu Cristian Miclea. 245-252 [doi]
• A Differential Privacy-Based Approach for Protecting Crowdsourced WiFi RSS DataAdrian-Silviu Roman, Béla Genge. 255-262 [doi]
• Protecting Against Caller ID Spoofing Attacks Using In-band SignalingAurel-Dragos Hofnar, Tamás Bakos, Gheorghe Sebestyen-Pal. 263-268 [doi]
• Privacy Preserving Neural Network Models based Homomorphic Encryption : A Case Study for Diabetes PredictionMarcel Antal, Daria Miu, Alexandru Miron Rancea. 269-275 [doi]
• MITRE Tactics Inference from Splunk QueriesMarius Marmureanu, Ciprian Oprisa. 277-283 [doi]
• A Deep Learning-based Fully Automated Approach for Body Composition Analysis in 3D Whole Body Dixon MRISaied Ramedani, Majid Ramedani, Hendrik von Tengg-Kobligk, Keivan Daneshvar Ghorbani. 287-292 [doi]
• Kidney Tumor Segmentation and Grade Identification in CT ImagesRaluca Didona Brehar, Delia Alexandrina Mitrea, Sergiu Nedevschi, Tudor Moisoiu, Florin Ioan Elec, Mihai Adrian Socaciu. 293-300 [doi]
• Predicting necessary treatment plans for patients with Age-Related Macular Degeneration using characteristics derived from optical coherence tomography B-scansAlexandra Ioana Bucur, George Muntean, Anca Marginean, Simona Delia Nicoara. 301-306 [doi]
• Semantic Segmentation of Endoscopic Images using Transformers - Towards Trading off Dice and PrecisionRadu Razvan Slavescu, Daniel-Alexandru Ulics, Kinga Cristina Slavescu. 307-312 [doi]
• Federated Learning for Intent ClassificationMarten Cureton, Andrea Corradini 0005. 315-322 [doi]
• A Generative Modelling-based Approach for Text-to-Speech Synthesis in Romanian LanguageMarincas Casian, Czibula Gabriela. 323-330 [doi]
• Natural language processing for the automation of operations in an online bookstoreElena Iorga, Tiberius Dumitriu. 331-338 [doi]
• Case study: using AI-assisted code generation in mobile teamsMircea-Serban Vasiliniuc, Adrian Groza. 339-346 [doi]
• Burst detection in neuronal activityAdriana-Ioana Ardelean, Eugen-Richard Ardelean, Vasile Vlad Moca, Raul Cristian Muresan, Mihaela Dînsoreanu. 349-356 [doi]
• Spike sorting using Superlets: Identifying feature importance through perturbationEugen-Richard Ardelean, Razvan-Dan Terec, Codruta-Maria Maries, Vasile Vlad Moca, Raul Cristian Muresan, Mihaela Dînsoreanu. 357-362 [doi]
• Exploiting the Self-Organizing Map for Spike SortingEugen-Richard Ardelean, George Florin Grosu, Romulus Terebes, Mihaela Dînsoreanu. 363-369 [doi]
• Symbolic Analysis Based Pipeline for EEG DataOana Miruna Moisa, Ileana Pop, Eugen-Richard Ardelean, Vasile Vlad Moca, Raul Cristian Muresan, Mihaela Dînsoreanu. 371-378 [doi]
• From learned to new relations through generative models combined with relations clustering and few-shot learningDorina-Mihaela Tirsogoiu, Anca Marginean. 381-388 [doi]
• Im2Vide0: A Zero-Shot approach using diffusion models for natural language conditioned Image-to-VideoConstantin Orasan, Gabriela Czibula. 389-396 [doi]
• Using Artificial Intelligence to Fight Clickbait in Romanian News ArticlesAralda Pacurar, Ciprian Oprisa. 397-404 [doi]
• Robust Energy-efficient Audio-based Anger Detection System for Noisy EnvironmentsFangfang Zhu-Zhou, Diana Tejera-Berengue, Manuel Rosa-Zurera, Manuel Utrilla-Manso, Roberto Gil-Pita. 405-411 [doi]
• A Machine Learning based Platform for Remote Management of Heart Failure PatientsRares-Ioan Man, Ionut Anghel. 415-421 [doi]
• Health Monitoring System with ECG and spirometerPaula Elena Stef, Ana Rednic. 423-430 [doi]
• Cognitive decline management through theatre therapy, artificial intelligence, and social robotsIonut Anghel, Tudor Cioara, Ioan Salomie, Alexandru Miron Rancea, Roberta Bevilacqua, Giulio Amabili, Federico Barbarossa, Elvira Maranesi, Laëtitia Gosetto, Julie Guebey, Mohamed Amine Trabelsi, Andrei Iulian Marin, Ioana Daniela Dasca, Terje Grimstad, Erlend Øverby, Arnor Solberg, Lars Thomas Boye. 431-436 [doi]