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18th ICCP 2022: Cluj-Napoca, Romania
- 18th IEEE International Conference on Intelligent Computer Communication and Processing, ICCP 2022, Cluj-Napoca, Romania, September 22-24, 2022. IEEE 2022, ISBN 978-1-6654-6437-6
- Radu Grosu:
Keynote Lecture Towards Neuro-Symbolic AI. vii - Rada Mihalcea:
Keynote Lecture Current Progresses in Natural Language Processing. viii - Eliza Maria Olariu, Raluca Portase
, Ramona Tolas, Rodica Potolea:
Predictive Maintenance - Exploring strategies for Remaining Useful Life (RUL) prediction. 3-8 - Eugeniu Munteanu
Intelligent Condition Monitoring of Wind Turbine Blades: A Preliminary Approach. 9-16 - Zoltan Czako, Anca Hangan
A Prototype System for Urban Water Consumption Monitoring and Anomaly Detection. 17-23 - Tudor Cioara, Ionut Anghel, Marcel Antal, Claudia Antal, Arcas Gabriel Ioan, Vincenzo Croce:
An Overview of Digital Twins Application in Smart Energy Grids. 25-30 - Manuel-Alexandru Dragomir, Victor Macinic, Grigoreta Sofia Cojocar:
A Semi-Supervised Approach to Cell Nuclei Segmentation. 33-40 - Ashim Chakraborty
An Optimised Morphological Image Processing Method suitable for the Early Detection of Diabetic Retinopathy. 41-46 - Anca Marginean, Vesa Bianca, Simona Delia Nicoara, George Muntean:
Low-dimensional Representation of OCT Volumes with Supervised Contrastive Learning. 47-54 - Elias Ennadifi, Sébastien Dandrifosse, Mohammed El Amine Mokhtari, Alexis Carlier, Sohaib Laraba, Benoit Mercatoris, Bernard Gosselin:
Local Unsupervised Wheat Head Segmentation. 55-62 - Cosmina Radu, Carla-Elena Staicu, Livia-Maria Mitrica, Mihaela Dînsoreanu, Rodica Potolea, Camelia Lemnaru
Extracting Settings from Multilingual Recipes with Various Sequence Tagging Models: an Experimental Study. 65-72 - Alex-Mihai Lapusan, Rares-Liviu Horge, Sara Petres, Mihaela Dînsoreanu, Rodica Potolea, Camelia Lemnaru
Instructions Are All You Need: Cooking Parameters Classification for Monolingual Recipes. 73-80 - Vlad Cofaru, Adrian Groza:
Detecting Clickbaits Using Deep Forest. 81-88 - Vilceanu Ovidiu-Mihai, Ileni Tudor-Alexandru, Manuela Andreea Petrescu
Using BERT to extract emotions from personal journals. 89-94 - Sergiu Limboi, Laura Diosan:
A Lexicon-based Feature for Twitter Sentiment Analysis. 95-102 - William Lindskog, Christian Prehofer:
Federated Learning for Tabular Data using TabNet: A Vehicular Use-Case. 105-111 - Topi Miekkala, Matti Kutila, Mathias Schneider, Alfred Höß:
Optimizing 3D Object Detection for Embedded Systems in Automated Vehicles Using Sensor Data Fusion and CUDA Computing. 113-118 - Radu Beche, Sergiu Nedevschi
Efficient HD Map encoding via disentangled style-structure representation using graph neural networks. 119-128 - Raluca Didona Brehar, Rares Ovidiu Babut, Attila Füzes, Radu Danescu:
Outdoor Traffic Scene Risk Estimation in the Context of Autonomous Driving. 129-134 - Amine Kherraki, Muaz Maqbool, Rajae El Ouazzani:
Lightweight and Efficient Convolutional Neural Network for Road Scene Semantic Segmentation. 135-139 - Borbála Fazakas, Barna Keresztes, Adrian Groza:
Generating and solving the LIGHTS OUT! game in first order logic. 143-150 - Paul-Gheorghe Motora, Radu Razvan Slavescu:
Detecting Fraudulent Bank Transactions Using Deep Learning Enhanced with Genetic Programming. 151-158 - Sheikh Sharfuddin Mim, Doina Logofatu:
A Cluster-based Analysis for Targeting Potential Customers in a Real-world Marketing System. 159-166 - Bhaskar Thadisetty, Kambiz Ghazinour, Preoyati Khan:
A Prediction Model to help students in a Massive Open Online Course (MOOC). 167-172 - Stefan Orf, Nico Lambing, Sven Ochs, Marc René Zofka, J. Marius Zöllner:
Modeling Localization Uncertainty for Enhanced Robustness of Automated Vehicles. 175-182 - Corvin-Petrut Cobârzan, Catalin-Cosmin Golban, Sergiu Nedevschi
Noise Tolerance of Linear vs Non-Linear LiDAR Based Ego-Motion Drift Correction Methods. 183-188 - Bogdan Maxim, Sergiu Nedevschi
aSDF: Reconstructing Real-Time Signed Distance Fields with Enhanced Attention. 189-197 - Ritu Singh:
Understanding Image Classification Tasks Through Layerwise Relevance Propogation. 199-203 - Waqar S. Qureshi, David Power, Joseph McHale, Brian Mulry, Kieran Feighan, Dympna O'Sullivan:
Learning pavement surface condition ratings through visual cues using a deep learning classification approach. 205-212 - Eduard-Alexandru Codau, Florina Ungureanu:
Analysis of Brain Activity Using Functional Networks. 215-220 - Andreea Salagean, Andreea-Madalina Pasc, Eugen-Richard Ardelean
Local Field Potential Microstate Analysis. 221-227 - Denisa Bianca Muresan, Raluca-Dana Ciure, Eugen-Richard Ardelean
Spike sorting using Superlets: Evaluation of a novel feature space for the discrimination of neuronal spikes. 229-235 - Catalin Firte, Loredana Iamnitchi, Raluca Portase
Knowledge inference from home appliances data. 237-243 - Marian Lacatusu, Anca Daniela Ionita, Florin Lacatusu, Ioan Damian:
Decision support for multicloud deployment of a modeling environment. 247-251 - Florin Lacatusu, Anca Daniela Ionita, Marian Lacatusu, Ioan Damian, Daniela Saru:
A Comparison of Cloud Edge Monitoring Solutions for a University Building. 253-257 - Ionut Mihalache, Maria-Elena Mihailescu, Darius Mihai, Mihai Carabas, Nicolae Tapus
bhyve - checkpoint functionality based on zfs. 259-262 - Dorian Gorgan:
High Performance Computing Infrastructure in Technical University Research. 263-271 - Mihnea Bogdan Jurca, Ion Giosan:
A modern approach for positional football analysis using computer vision. 275-282 - Bogdan-Ioan Oros, Victor Ioan Bâcu:
AntiMSA: A framework for detecting malicious software agents in online multiplayer games. 283-288 - István-Attila Császár, Radu Razvan Slavescu:
Building fast and reliable reverse engineering tools with Frida and Rust. 289-294 - Iulia Dragan, Adrian Groza:
Ensemble-based Knowledge Distillation for Semantic Segmentation in Autonomous Driving. 295-302 - Vivian Chiciudean
Pathfinding in a 3D Grid for UAV Navigation. 305-311 - Bianca-Cerasela-Zelia Blaga, Sergiu Nedevschi
Employing Simulators for Collision-Free Autonomous UAV Navigation. 313-318 - Horatiu Florea, Sergiu Nedevschi
Survey on Monocular Depth Estimation for Unmanned Aerial Vehicles using Deep Learning. 319-326 - Murat Bakirci, Muhammed Mirac Ozer
Avionics System Development for a Rotary Wing Unmanned Combat Aerial Vehicle. 327-334
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