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19th ICCP 2023: Cluj-Napoca, Romania
- Sergiu Nedevschi, Rodica Potolea, Radu Razvan Slavescu:
19th IEEE International Conference on Intelligent Computer Communication and Processing, ICCP 2023, Cluj-Napoca, Romania, October 26-28, 2023. IEEE 2023, ISBN 979-8-3503-7035-5 - Raoul de Charette:
Scene Understanding: Do we even need Labels and Data ? xi - Smaranda Muresan:
Keynote Lecture: Human-centric Natural Language Processing for Social Good and Responsible Computing. vii - Stefan Mathe:
Keynote Lecture - Towards Efficient Real-Time Perception in Self-Driving Cars: Methods, Challenges and Open Questions. viii - Yumnah Hasan, Fatemeh Amerehi, Patrick Healy, Conor Ryan:
STEM Rebalance: A Novel Approach for Tackling Imbalanced Datasets using SMOTE, Edited Nearest Neighbour, and Mixup. 3-9 - Andrei Viman, Mihai Negru, Catalin Cason:
Predicting DNN run-times using a Graph Neural Network for heterogenous SoCs. 11-18 - Sergiu Zaporojan
, Viorel Carbune, Radu Razvan Slavescu, Eugeniu Munteanu
Modeling the deformation behavior of wind turbine blades using artificial neural networks. 19-25 - Vlad Bucur, Liviu Cristian Miclea:
Modeling market behavior through game theory using historical cryptocurrency and equity data. 27-32 - Juha Lilja
Trajectory Planning for Automated Vehicles using Quantum Computing. 35-40 - Razvan Itu, Radu Danescu:
Predicting Emergency Braking in Vehicles Using a CNN with Sequential Image and Velocity Data. 41-47 - Andrei Iosif, Mihai Negru:
Optical Flow with Semantic Guidance and Uncertainty Estimation for Robust Video Perception. 49-56 - Corvin-Petrut Cobârzan, Catalin-Cosmin Golban, Sergiu Nedevschi:
Accuracy vs Speed Trade-offs in Multi-Frame LiDAR-based Linear Correction for Visual Odometry. 57-60 - Nicola Zingirian:
P2P System for Private Business Data Aggregation. 63-70 - Zoltan Czako, Gheorghe Sebestyen, Anca Hangan
Benchmarking Anomaly Detection Algorithms using Hyperparameter Optimization. 71-78 - Elena Simona Apostol, Ciprian-Octavian Truica:
Efficient Machine Learning Ensemble Methods for Detecting Gravitational Wave Glitches in LIGO Time Series. 79-86 - Iulia-Maria Rus, Raluca Portase, Ramona Tolas, Camelia Lemnaru, Mihaela Dînsoreanu, Rodica Potolea:
Extracting Appliance Behavior from Heterogeneous Data. 87-92 - Vasile Lup, Ion Giosan:
VTSeg: Video Transformer for Semantic Segmentation. 95-102 - Dan-Sebastian Bacea, Florin Oniga
Road Marking Real-Time Detection with a Single Stage Object Detector. 103-110 - Vivian Chiciudean
Static Mesh Enrichment with Dynamic Entities for Training Sets Generation. 111-119 - Nicola Zingirian:
Multi-Stream TCP Design. 123-130 - Dalibor Dobrilovic, Razvan Bogdan, Visnja Ognjenovic, Marius Marcu:
Analyses on Usage of MLP Regression with WSN Data for Predicting Room Occupancy. 131-136 - Alice Florenta Suiu, Costin Grigoras, Nicolae Tapus, Latchezar Betev:
Automatic Data Workflow and Disk Management Tool for the ALICE Experiment. 137-143 - Mihaela-Diana Nicolae, Voichita Iancu:
HAAC: Highly Available Access to Credentials, with DHTs. 145-152 - Élisson da Silva Rocha, Sérgio F. Chevtchenko
Optimized Pallet Localization Using RGB-D Camera and Deep Learning Models. 155-162 - Razvan-Gabriel Dumitru, Dorian Gorgan:
3D Object Recognition using Enhanced Slicing. 163-170 - Abhayadhathri Arige, Marius Preda, Titus B. Zaharia:
Simplification of Continuous Chains in 3D CAD Models for Industrial AR Applications. 171-176 - Octavian Dudas, Constantin Nandra, Cristinel Mihai Mocan, Dorian Gorgan:
Hand signal classification system for sign language communication in Virtual Reality. 177-183 - Teri Lenard, Béla Genge, Anastasija Collen
LOKI-2: An Improved Lightweight Cryptographic Key Distribution Protocol for Automotive Systems. 187-194 - Victor Mosolea, Ciprian Oprisa:
Detecting Domain Generation Algorithms in Malware Traffic Using Constrained Resources. 195-202 - Marian Sandor, Radu-Marian Portase, Adrian Colesa:
Ember Feature Dataset Analysis For Malware Detection. 203-210 - Radu-Marian Portase, Adrian Colesa, Gheorghe Sebestyen:
Efficient Multi-Stage Detection of Malicious Windows Executable During Execution. 211-218 - Salah-eddine Laidoudi
A CNN-based model for low-textured object detection and tracking. 221-227 - George Florin Grosu, Romulus Terebes:
Chambolle's Projection-based Total Variation Deepnet Layer for Image Denoising. 229-236 - Dan-Sebastian Bacea, Volker von Einem, Jaiganesh Srinivasan:
Deep learning object detection for tracing the plasma portion of whole blood from images of medical sample containers. 237-244 - Henrietta Helena Vitca, Iulia Adina Stefan, Liviu Cristian Miclea:
Computational procedure for adaptive front-lighting systems. 245-252 - Adrian-Silviu Roman, Béla Genge:
A Differential Privacy-Based Approach for Protecting Crowdsourced WiFi RSS Data. 255-262 - Aurel-Dragos Hofnar, Tamás Bakos, Gheorghe Sebestyen-Pal:
Protecting Against Caller ID Spoofing Attacks Using In-band Signaling. 263-268 - Marcel Antal, Daria Miu, Alexandru Miron Rancea:
Privacy Preserving Neural Network Models based Homomorphic Encryption : A Case Study for Diabetes Prediction. 269-275 - Marius Marmureanu, Ciprian Oprisa:
MITRE Tactics Inference from Splunk Queries. 277-283 - Saied Ramedani, Majid Ramedani, Hendrik von Tengg-Kobligk, Keivan Daneshvar Ghorbani:
A Deep Learning-based Fully Automated Approach for Body Composition Analysis in 3D Whole Body Dixon MRI. 287-292 - Raluca Didona Brehar, Delia Alexandrina Mitrea, Sergiu Nedevschi, Tudor Moisoiu, Florin Ioan Elec, Mihai Adrian Socaciu:
Kidney Tumor Segmentation and Grade Identification in CT Images. 293-300 - Alexandra Ioana Bucur, George Muntean, Anca Marginean, Simona Delia Nicoara:
Predicting necessary treatment plans for patients with Age-Related Macular Degeneration using characteristics derived from optical coherence tomography B-scans. 301-306 - Radu Razvan Slavescu, Daniel-Alexandru Ulics, Kinga Cristina Slavescu:
Semantic Segmentation of Endoscopic Images using Transformers - Towards Trading off Dice and Precision. 307-312 - Marten Cureton, Andrea Corradini:
Federated Learning for Intent Classification. 315-322 - Marincas Casian, Czibula Gabriela:
A Generative Modelling-based Approach for Text-to-Speech Synthesis in Romanian Language. 323-330 - Elena Iorga, Tiberius Dumitriu:
Natural language processing for the automation of operations in an online bookstore. 331-338 - Mircea-Serban Vasiliniuc, Adrian Groza:
Case study: using AI-assisted code generation in mobile teams. 339-346 - Adriana-Ioana Ardelean, Eugen-Richard Ardelean
Burst detection in neuronal activity. 349-356 - Eugen-Richard Ardelean
Spike sorting using Superlets: Identifying feature importance through perturbation. 357-362 - Eugen-Richard Ardelean
Exploiting the Self-Organizing Map for Spike Sorting. 363-369 - Oana Miruna Moisa, Ileana Pop, Eugen-Richard Ardelean
Symbolic Analysis Based Pipeline for EEG Data. 371-378 - Dorina-Mihaela Tirsogoiu, Anca Marginean:
From learned to new relations through generative models combined with relations clustering and few-shot learning. 381-388 - Paul-Dumitru Orasan, Gabriela Czibula:
Im2Vide0: A Zero-Shot approach using diffusion models for natural language conditioned Image-to-Video. 389-396 - Aralda Pacurar, Ciprian Oprisa:
Using Artificial Intelligence to Fight Clickbait in Romanian News Articles. 397-404 - Fangfang Zhu-Zhou, Diana Tejera-Berengue, Manuel Rosa-Zurera
Robust Energy-efficient Audio-based Anger Detection System for Noisy Environments. 405-411 - Rares-Ioan Man, Ionut Anghel:
A Machine Learning based Platform for Remote Management of Heart Failure Patients. 415-421 - Paula Elena Stef, Ana Rednic:
Health Monitoring System with ECG and spirometer. 423-430 - Ionut Anghel, Tudor Cioara, Ioan Salomie, Alexandru Miron Rancea, Roberta Bevilacqua, Giulio Amabili
Cognitive decline management through theatre therapy, artificial intelligence, and social robots. 431-436
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