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ORCID3rd DeLTA 2022: Lisbon, Portugal
- Ana Fred, Carlo Sansone
, Oleg Gusikhin, Kurosh Madani:
Proceedings of the 3rd International Conference on Deep Learning Theory and Applications, DeLTA 2022, Lisbon, Portugal, July 12-14, 2022. SCITEPRESS 2022, ISBN 978-989-758-584-5
Invited Speakers
- Ioannis Pitas:
Deep Learning Methods for Human Posture Estimation. DeLTA 2022: 5 - Michal Irani:
"Deep Internal Learning": Deep Learning and Visual Inference without Prior Examples. DeLTA 2022: 7 - João Freitas:
Ethical Creation of Ethical Data. DeLTA 2022: 9
Papers
- Lerina Aversano, Mario Luca Bernardi, Vincenzo Calgano, Marta Cimitile, Concetta Esposito, Martina Iammarino, Marco Pisco, Sara Spaziani, Chiara Verdone:
Using Machine Learning for Classification of Cancer Cells from Raman Spectroscopy. DeLTA 2022: 15-24 - Florian Kirchbuchner, Moritz Andres, Julian von Wilmsdorff, Arjan Kuijper:
Neural Networks for Indoor Localization based on Electric Field Sensing. DeLTA 2022: 25-33 - Daniel Lehmann, Marc Ebner:
Calculating the Credibility of Test Samples at Inference by a Layer-wise Activation Cluster Analysis of Convolutional Neural Networks. DeLTA 2022: 34-43 - Diogo Lopes da Silva, António Ramires Fernandes:
Bridging the Gap between Real and Synthetic Traffic Sign Repositories. DeLTA 2022: 44-54 - Dhvani Katkoria, Jaya Sreevalsan-Nair:
RoSELS: Road Surface Extraction for 3D Automotive LiDAR Point Cloud Sequence. DeLTA 2022: 55-67 - Luiz Sergio de Souza, Solange Nice Alves-Souza, Lucia Vilela Leite Filgueiras, Leandro Manuel Reis Velloso, Mailson Fontes de Carvalho, Luciano Anísio Garcia, Márcia Ito, Johne Marcus Jarske, Tânia Letícia dos Santos, Henrique Mathias Fernandes, Gabriela Momberg Araújo, Wesley Lourenço Barbosa:
Forecast of Dengue Cases based on the Deep Learning Approach: A Case Study for a Brazilian City. DeLTA 2022: 71-76 - Dávid Szeghy, Mahmoud Aslan, Áron Fóthi, Balázs Mészáros, Zoltán Ádám Milacski, András Lorincz:
Structural Extensions of Basis Pursuit: Guarantees on Adversarial Robustness. DeLTA 2022: 77-85 - Kostas Loumponias, Andreas Kosmatopoulos, Theodora Tsikrika, Stefanos Vrochidis, Ioannis Kompatsiaris:
A Faster Converging Negative Sampling for the Graph Embedding Process in Community Detection and Link Prediction Tasks. DeLTA 2022: 86-93 - Jurij Kuzmic, Günter Rudolph:
Real-time Distance Measurement in a 2D Image on Hardware with Limited Resources for Low-power IoT Devices (Radar Control System). DeLTA 2022: 94-101 - Gabriele Galatolo, Matteo Papi, Andrea Spinelli, Guglielmo Giomi, Andrea Zedda, Marco Calderisi:
Creating an Automatic Road Sign Inventory System using a Fully Deep Learning-based Approach. DeLTA 2022: 102-109 - Tadele Mengiste, Birhanu Hailu Belay, Bezawork Tilahun, Tsiyon Worku, Tesfa Tegegne:
RRConvNet: Recursive-residual Network for Real-life Character Image Recognition. DeLTA 2022: 110-116 - Farzana Anowar, Samira Sadaoui, Hardik Dalal:
An Ensemble-based Dimensionality Reduction for Service Monitoring Time-series. DeLTA 2022: 117-124 - Konstantin Bogdanoski, Kostadin Mishev, Dimitar Trajanov:
Blanket Clusterer: A Tool for Automating the Clustering in Unsupervised Learning. DeLTA 2022: 125-131 - Maja Mitreska, Tashko Pavlov, Kostadin Mishev, Monika Simjanoska:
xAMR: Cross-lingual AMR End-to-End Pipeline. DeLTA 2022: 132-139 - Kalaimagal Ramakrishnan, Vimala Balakrishnan, Kumanan Govaichelvan:
Linguistic Feature-based Classification for Anger and Anticipation using Machine Learning. DeLTA 2022: 140-147 - Mehrdad Rezaei, Nasseh Tabrizi:
Recommender System using Reinforcement Learning: A Survey. DeLTA 2022: 148-159 - Ana Rita Bamansá Siles Machado, Heitor Cardoso, Plinio Moreno, Alexandre Bernardino:
Active Data Collection of Health Data in Mobile Devices. DeLTA 2022: 160-167 - Mariana Fidalgo Fernandes, Plinio Moreno:
Open-domain Conversational Agent based on Pre-trained Transformers for Human-Robot Interaction. DeLTA 2022: 168-175 - Richard Marcus, Niklas Knoop, Bernhard Egger, Marc Stamminger:
A Lightweight Machine Learning Pipeline for LiDAR-simulation. DeLTA 2022: 176-183 - Kamil Choromanski, Joanna Kozakiewicz, Mateusz Sobucki, Magdalena Pilarska-Mazurek, Robert Olszewski:
Analysis of Ensemble of Neural Networks and Fuzzy Logic Classification in Process of Semantic Segmentation of Martian Geomorphological Settings. DeLTA 2022: 184-192 - Murielle Souvenir Lokonon, Vinasétan Ratheil Houndji:
Automatic UML Defects Detection based on Image of Diagram. DeLTA 2022: 193-198 - Marco Parola, Federico A. Galatolo, Matteo Torzoni, Mario G. C. A. Cimino, Gigliola Vaglini:
Structural Damage Localization via Deep Learning and IoT Enabled Digital Twin. DeLTA 2022: 199-206 - Stefano Marrone, Carlo Sansone:
Identifying Users' Emotional States through Keystroke Dynamics. DeLTA 2022: 207-214
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