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ORCID19th ICSOC Workshops 2021: Dubai, United Arab Emirates
- Hakim Hacid
, Monther Aldwairi, Mohamed Reda Bouadjenek, Marinella Petrocchi, Noura Faci, Fatma Outay, Amin Beheshti, Lauritz Thamsen, Hai Dong:
Service-Oriented Computing - ICSOC 2021 Workshops - AIOps, STRAPS, AI-PA and Satellite Events, Dubai, United Arab Emirates, November 22-25, 2021, Proceedings. Lecture Notes in Computer Science 13236, Springer 2022, ISBN 978-3-031-14134-8
AIPA
- Oluwafeyisayo Oyeniyi, Shreyansh Sandip Dhandhukia, Amartya Sen, Kenneth K. Fletcher:
A Study of Artificial Intelligence Frameworks and Their Capability to Diagnose Major Depressive Disorder. 3-17 - Shayan Zamanirad, Koen Douterloigne:
Say No2Ads: Automatic Advertisement and Music Filtering from Broadcast News Content. 18-31 - Tord Kvifte, Mehdi Elahi, Christoph Trattner:
Hybrid Recommendation of Movies Based on Deep Content Features. 32-45 - Fariba Lotfi, Mansour Jamzad, Hamid Beigy:
Automatic Image Annotation Using Quantization Reweighting Function and Graph Neural Networks. 46-60 - Mahsa Pourbafrani, Wil M. P. van der Aalst:
Interactive Process Improvement Using Simulation of Enriched Process Trees. 61-76 - Raphaël Azorin, Daniela Grigori, Khalid Belhajjame:
A Reproducible Approach for Mining Business Activities from Emails for Process Analytics. 77-91 - Helia Farhood, Morteza Saberi, Mohammad Najafi:
Human-in-the-Loop Optimization for Artificial Intelligence Algorithms. 92-102 - Amir Hossein Ordibazar, Omar Hussain, Morteza Saberi:
A Recommender System and Risk Mitigation Strategy for Supply Chain Management Using the Counterfactual Explanation Algorithm. 103-116 - Divya Prabhu, Enayat Rajabi, Mohan Kumar Ganta, Tressy Thomas:
Improving Multi-label Text Classification Models with Knowledge Graphs. 117-124 - Fariba Abedinzadeh, Haleh Amintoosi, Mohammad Allahbakhsh:
An Iterative Model for Quality Assessment in Collaborative Content Generation Systems. 125-138 - Sohail Munir, Hamid Ali, Jahangeer Qureshi:
Log Attention - Assessing Software Releases with Attention-Based Log Anomaly Detection. 139-150
AIOPS
- Thorsten Wittkopp, Philipp Wiesner, Dominik Scheinert, Odej Kao:
A Taxonomy of Anomalies in Log Data. 153-164 - Hamza Bodor, Thai V. Hoang, Zonghua Zhang:
Little Help Makes a Big Difference: Leveraging Active Learning to Improve Unsupervised Time Series Anomaly Detection. 165-176 - Gary White, Jaroslaw Diuwe, Erika Fonseca, Owen O'Brien:
MMRCA: MultiModal Root Cause Analysis. 177-189 - Anshul Jindal, Ilya Shakhat, Jorge Cardoso, Michael Gerndt, Vladimir Podolskiy:
IAD: Indirect Anomalous VMMs Detection in the Cloud-Based Environment. 190-201
STRAPS
- Genoveva Vargas-Solar, Pierre Marrec, Mirian Halfeld Ferrari Alves:
Comparing Graph Data Science Libraries for Querying and Analysing Datasets: Towards Data Science Queries on Graphs. 205-216 - Shabih Fatima, Juan Carlos Augusto, Ralph Moseley, Povilas Urbonas:
Gamification for Healthier Lifestyle - User Retention. 217-227 - Javier-Alfonso Espinosa-Oviedo:
Streaming and Visualising Neuronal Signals for Understanding Pain. 228-235 - Ali Akoglu, José-Luis Zechinelli-Martini, Hamamache Kheddouci, Genoveva Vargas-Solar:
Graph Analytics Workflows Enactment on Just in Time Data Centres Position Paper. 236-243 - Aderson Farias do Nascimento, Martin A. Musicante, Umberto Souza da Costa, Bruno M. Carvalho, Marcus Alexandre Nunes, Genoveva Vargas-Solar:
Data Centred Intelligent Geosciences: Research Agenda and Opportunities Position Paper. 244-251
PhD Symposium
- Aiman Zahid, Sidra Akhtar, Wafa Basit:
Design Patterns in an ERP Environment. 255-271 - Chaochen Shi, Yong Xiang, Jiangshan Yu, Longxiang Gao:
Towards a Semantics-Based Search Engine for Smart Contract Information. 272-277 - Ji Liu, Shiping Chen:
A Blockchain-Based Autonomous System for Primary Financial Market. 278-282 - Shiyao Ding:
Multi-agent Reinforcement Learning for Task Allocation in Cooperative Edge Cloud Computing. 283-297
Demonstrations
- Zishan Qin, Dipankar Chaki, Abdallah Lakhdari, Amani Abusafia, Athman Bouguettaya:
Occupancy Estimation from Thermal Images. 301-305 - Jermaine Janszen, Babar Shahzaad, Balsam Alkouz, Athman Bouguettaya:
Constraint-Aware Trajectory for Drone Delivery Services. 306-310 - Kristof Jannes, Bert Lagaisse, Wouter Joosen:
Seamless Synchronization for Collaborative Web Services. 311-314 - Xun Wang, Liping Lv, Yili Fang, Xinyi Ding, Tao Han:
Crowd4ME: A Crowdsourcing-Based Micro-expression Collection Platform. 315-318
Tutorials
- Amin Beheshti, Boualem Benatallah, Quan Z. Sheng, Fabio Casati, Hamid Reza Motahari-Nezhad, Jian Yang, Aditya Ghose:
AI-Enabled Processes: The Age of Artificial Intelligence and Big Data. 321-335 - Jossekin Beilharz, Philipp Wiesner, Arne Boockmeyer, Lukas Pirl, Dirk Friedenberger, Florian Brokhausen, Ilja Behnke, Andreas Polze, Lauritz Thamsen:
Continuously Testing Distributed IoT Systems: An Overview of the State of the Art. 336-350 - Ali Dorri, Raja Jurdak, Amin Beheshti, Alistair Barros:
Towards Scalable Blockchains Using Service-Oriented Architectures. 351-362 - Patrick C. K. Hung, Farkhund Iqbal, Saiqa Aleem, Laura Rafferty:
Snapshot of Research Issues in Service Robots. 363-376
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