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ORCID15th IDC 2022: Virtual Event / Bremen, Germany
- Lars Braubach, Kai Jander, Costin Badica
:
Intelligent Distributed Computing XV, 15th International Symposium on Intelligent Distributed Computing, IDC 2022, Virtual Event / Bremen, Germany, 14-15 September 2022. Studies in Computational Intelligence 1089, Springer 2023, ISBN 978-3-031-29103-6
Machine Learning
- Lidia Fotia, Manuel Esteban Lucas-Borja, Domenico Rosaci, Giuseppe M. L. Sarné, Demetrio Antonio Zema:
Using Artificial Neural Networks to Model Initial Recruitment of Mediterranean Pine Forests. 3-12 - Igor V. Kotenko, Igor Saenko:
Applying Machine Learning Methods to Detect Abnormal User Behavior in a University Data Center. 13-22 - Filipe Oliveira, André Alves, Hugo Moço, José Pedro Monteiro, Óscar Oliveira, Davide Carneiro, Paulo Novais:
Dynamic Management of Distributed Machine Learning Projects. 23-32 - Jan Bredereke:
Enabling Neural Network Edge Computing on a Small Robot Vehicle. 33-40 - Daniel-Costel Bouleanu, Costin Badica, Kalliopi Kravari:
Using SHAP-Based Interpretability to Understand Risk of Job Changing. 41-50 - Sergey Golubev, Evgenia Novikova:
Image-Based Intrusion Detection in Network Traffic. 51-60 - Hoang-Thong Vo, Quang-Linh Tran, Gia-Huy Lam, Ngan-Linh Nguyen, Trong-Hop Do, Nguyen Thi Lieu, Nhu-Ngoc Dao:
Real-Time Traffic Prediction Using Distributed Deep Learning Based Multivariate Time-Series Models. 61-68 - Anik Biswas, Julia Garbaruk, Doina Logofatu:
Machine Learning Model for Flower Image Classification on a Tensor Processing Unit. 69-74
Distributed Systems, Agents and Microservices
- Azedine Boulmakoul, Fadoua Khanboubi, Bachira Abou El karam, Rabia Marghoubi:
Distributed Microservices Architecture for Fuzzy Risk-Based Structural Analysis of Resistance to Change in Digital Transformation Practice. 77-88 - Martynas Jagutis, Seán Russell, Rem W. Collier:
Simulating Traffic with Agents, Microservices and REST. 89-99 - Nhu-Chien Ha, Quoc-Loc Duong, Trong-Hop Do:
Stock Price Forecasting on BigDL - A Parallel and Distributed Framework. 100-110 - Yogeswaranathan Kalyani, Rem W. Collier:
Towards a New Architecture: Multi-agent Based Cloud-Fog-Edge Computing and Digital Twin for Smart Agriculture. 111-117 - Giacomo Cabri, Letizia Leonardi, Enzo Rotonda:
A Survey on the Use of the Multi-agent Paradigm in Coordination of Connected and Autonomous Vehicles. 118-124 - Anatoliy Lut:
Proof-of-Concept (PoC) Biometric-Based Decentralized Digital Identifiers. 125-130
Text and Research
- Vincenza Carchiolo, Marco Grassia, Michele Malgeri, Giuseppe Mangioni:
Correlation Between Researchers' Centrality and H-Index: A Case Study. 133-143 - Drazen Brdjanin, Mladen Grumic, Goran Banjac, Milan Miscevic, Igor Dujlovic, Aleksandar Kelec, Nikola Obradovic, Danijela Banjac, Dragana Volas, Slavko Maric:
Towards an Online Multilingual Tool for Automated Conceptual Database Design. 144-153 - Kirill Krinkin, Valeriia Dopira, Mark Zaslavskiy, Maxim Subbotin, Nikita Iyerussalimov, Sergey Sorokumov, Yaroslav Gosudarkin, Sergey Glazunov, Dmitry Ivanov:
ProExamit: Development of Cross-Platform, Fully Automated and Expandable in Terms of Detectable Violations Proctoring. 154-159 - Tham Nguyen Thi, Kieu-Hoa Vo, Minh-Tam Nguyen, Truong-Thinh Nguyen, Gia-Phu P. Tran, Chi-Thanh Dang, Co-Thai Quach, Trong-Hop Do:
A Novel Two-Stages Information Extraction Algorithm for Vietnamese Book Cover Images. 160-167 - Quang-Dai Nguyen, Anh-Thuan Bui, Tri-Hai Nguyen, Trong-Hop Do:
Enhancing 2D Hand Pose Detection and Tracking in Surgical Videos by Attention Mechanism. 168-177 - Alessandro Sapienza, Rino Falcone:
An Autonomy-Based Collaborative Trust Model for User-IoT Systems Interaction. 178-187 - Vikrant, Sheikh Sharfuddin Mim, Doina Logofatu:
Efficient Approaches to Categorize Unstructured Documents into Sustainable Categories by Using Machine Learning. 188-194 - Rita Sousa, Regina Sousa, Hugo Peixoto, José Machado:
Prediction Models Applied to Lung Cancer Using Data Mining. 195-200
Social Systems
- Diana Gaifulina, Alexander Branitskiy, Dmitry Levshun, Elena Doynikova, Igor V. Kotenko:
Sentiment Analysis of Social Network Posts for Detecting Potentially Destructive Impacts. 203-212 - Luong Vuong Nguyen, Jason J. Jung:
SABRE: Cross-Domain Crowdsourcing Platform for Recommendation Services. 213-223 - Michael Köhler-Bußmeier, Jan Sudeikat:
Balance vs. Contingency: Adaption Measures for Organizational Multi-agent Systems. 224-233 - Maxim Kolomeets, Andrey Chechulin, Lidia Vitkova:
Technique for Investigating Attacks on a Company's Reputation on a Social Media Platform. 234-243 - Andras Ferenczi, Costin Badica:
An Experimental Validation of the Practical Byzantine Fault Tolerant Algorithm. 244-253
Smart Cities
- Filippo Muzzini, Manuela Montangero, Nicola Capodieci:
Smart Parking for All: Equipped and Non-equipped Vehicles in Smart Cities. 257-266 - Rocco Aversa, Dario Branco, Beniamino Di Martino, Pietro Fusco, Salvatore Venticinque:
EV Route Planning Across Smart Energy Neighborhoods. 267-276 - Chiara Caterina Ditta, Maria Nadia Postorino:
A 3D Urban Aerial Network for New Mobility Solutions. 277-286 - Anh Kiet Huynh, Tan Duy Le, Kha-Tu Huynh:
License Plate Detection and Recognition Using CRAFT and LSTM. 287-296 - Jason J. Jung, Luong Vuong Nguyen, Laihyuk Park, Tri-Hai Nguyen:
Cooperative Negotiation-Based Traffic Control for Connected Vehicles at Signal-Free Intersection. 297-306
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