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11th DATA 2022: Lisbon, Portugal
- Alfredo Cuzzocrea, Oleg Gusikhin, Wil M. P. van der Aalst, Slimane Hammoudi:
Proceedings of the 11th International Conference on Data Science, Technology and Applications, DATA 2022, Lisbon, Portugal, July 11-13, 2022. SCITEPRESS 2022, ISBN 978-989-758-583-8
Invited Speakers
- Dmitry Ivanov:
From Supply Chain Resilience to Ecosystem Viability: Lessons from and Thinking Beyond the COVID-19 Pandemic. DATA 2022: 5 - Lionel Rigaud:
The Difficult Path to Become Datadriven. DATA 2022: 7
Papers
- Ozan Yesilyurt, David Brandt, Julian Joël Grimm, Kamal Husseini, Aleksandra Naumann, Julia Meiners, David Becker-Koch:
Development of a Semantic Database Model to Facilitate Data Analytics in Battery Cell Manufacturing. 13-20 - Leandro M. Ferreira, Solange Nice Alves-Souza
, Luciana M. da Silva:
Startable: Multidimensional Modelling for Column-Oriented NoSQL. 21-30 - Marcello Barbella, Michele Risi, Genoveffa Tortora, Alessia Auriemma Citarella
Different Metrics Results in Text Summarization Approaches. 31-39 - Marvin Kaster, Hendrik M. Würz:
Preprocessing of Terrain Data in the Cloud using a Workflow Management System. 40-49 - Ashkan Dehghan, Kinga Siuta, Agata Skorupka, Akshat Dubey, Andrei Betlen, David Miller, Wei Xu, Bogumil Kaminski, Pawel Pralat:
Detecting Bots in Social-networks using Node and Structural Embeddings. 50-61 - Niels Heller, Namrata Gurung:
Highly Automated Corner Cases Extraction: Using Gradient Boost Quantile Regression for AI Quality Assurance. 62-73 - Sumona Yeasmin, Nazia Afrin, Kashfia Saif, Mohammad Rezwanul Huq:
Development of a Text Classification Framework using Transformer-based Embeddings. 74-82 - André Büsgen
Exploratory Analysis of Chat-based Black Market Profiles with Natural Language Processing. 83-94 - Andreas Burgdorf
Domain-independent Data-to-Text Generation for Open Data. 95-106 - Julianne Zech, Lisa Singh, Kornraphop Kawintiranon, Naomi Mezey, Jamillah Williams:
Inferring #MeToo Experience Tweets using Classic and Neural Models. 107-117 - Isabelle Linden, Bruno Dumas, Anne Wallemacq:
A Formal Model to Support Discourse Semantic Landscape Analysis. 118-126 - Ziwei Shu
A Model based on 2-tuple Linguistic Model and CRITIC Method for Hotel Classification. 127-134 - Pengmiao Zhang, Rajgopal Kannan, Anant V. Nori, Viktor K. Prasanna:
A2P: Attention-based Memory Access Prediction for Graph Analytics. 135-145 - Christof Tinnes
Tackling Model Drifts in Industrial Model-driven Software Product Lines by Means of a Graph Database. 146-157 - Rayan Abri, Harun Artuner, Sara Abri, Salih Çetin:
Big Data Analysis of Ionosphere Disturbances using Deep Autoencoder and Dense Network. 158-167 - Giacomo Frisoni, Paolo Italiani, Francesco Boschi, Gianluca Moro:
Enhancing Biomedical Scientific Reviews Summarization with Graph-based Factual Evidence Extracted from Papers. 168-179 - Asad R. Usmani
Modelling of Efficient Graph-aware Data Storage using DNA. 180-189 - Friedemann Schwenkreis
Using the Silhouette Coefficient for Representative Search of Team Tactics in Noisy Data. 193-202 - Domingos F. Oliveira
Position Paper: Quality Assurance in Deep Learning Systems. 203-210 - Juris Rats, Inguna Pede:
Supporting Trainset Annotation for Text Classification of Incoming Enterprise Documents. 211-218 - Dimitris Linarakis, Stefanos Vlachos, Paraskevi Raftopoulou:
From Digital Footprints to Facts: Mining Marketing Policies of the Greek Community on Instagram and Youtube. 219-226 - Claudio Barros, Perrine Moreau:
User Profiling: On the Road from URLs to Semantic Features. 227-235 - Thilo Braun, Lennart Ries, Moritz Hesche, Stefan Otten, Eric Sax:
Maneuver-based Visualization of Similarities between Recorded Traffic Scenarios. 236-244 - Rob E. Loke, Z. Kisoen:
The Role of Fake Review Detection in Managing Online Corporate Reputation. 245-256 - Muhammad El-Hindi, Zheguang Zhao, Carsten Binnig:
Towards Decentralized Parameter Servers for Secure Federated Learning. 257-269 - Vaishnavi Borwankar, Catherine Chris, Hitesh Kumar, Sophia Rahaman
Sensitivity Analysis using Regression Models: To Determine the Impact of Meta-level Features on the Youtube Views. 270-275 - Boukar Abatchia Nicolas, Mahamadou Issoufou Tiado, Nassirou Adamou Hassane, Ibrahim Ganaou Noura
Evaluation by Simulation of the Diffusion Methods in the Cloud: Based Network Architecture for Digital Open Universities. 276-280 - Wesley Lourenço Barbosa, Jacqueline David-Planas, Maritza M. C. Francisco, Solange Nice Alves-Souza
Framework for Public Health Policy Indicators Governance and Metadata Quality Flags to Promote Data Literacy. 281-292 - Sebastian Bast
A Hybrid Approach for Product Classification based on Image and Text Matching. 293-300 - Igor Jakovljevic, Christian Gütl
Compiling Open Datasets in Context of Large Organizations while Protecting User Privacy and Guaranteeing Plausible Deniability. 301-311 - Sumana Biswas, Karen Young, Josephine Griffith:
A Comparison of Automatic Labelling Approaches for Sentiment Analysis. 312-319 - Rosaria Rossini, Nicolò Bertozzi, Eliseu Moura Pereira, Claudio Pastrone, Gil Gonçalves:
Feature Extraction and Failure Detection Pipeline Applied to Log-based and Production Data. 320-327 - S. Junrat, J. Nopparat, M. Manopiroonporn, Wannarat Suntiamorntut, Sakuna Charoenpanyasak:
Multitudinous Data Platform for Community Big Data. 328-336 - Kornelije Rabuzin, Darko Gulija, Leo Mrsic
Towards Semantic Interoperability of Core Registers in Croatia. 337-344 - Kassy Raymond, Andrew Hamilton-Wright:
Unsupervised Electrodermal Data Analysis Comparison between Biopac and Empatica E4 Data Collection Platforms. 345-352 - José L. Hernández, Ana Quijano, Rubén García
Analysis of Data Quality in Digital Smart Cities: The Cases of Nantes, Hamburg and Helsinki. 353-360 - Rolando Azevedo, Joaquim P. Silva
Towards Indoor Radon Analytics: An OLAP-based Multidimensional Approach. 361-369 - Shailesh Tripathi, Nadine Bachmann, Manuel Brunner, Herbert Jodlbauer:
Analyzing Cross-impact Matrices for Managerial Decision-making Problems with the DEMATEL Approach. 370-382 - Afees Adegoke Odebode, Allan Tucker, Mahir Arzoky, Stephen Swift:
Estimating the Optimal Number of Clusters from Subsets of Ensembles. 383-391 - M. Redwan Hasan, Christine Legner:
End-to-End Data Quality: Insights from Two Case Studies. 392-399 - Wandercleiton Cardoso, Renzo di Felice:
Prediction of Sulfur in the Hot Metal based on Data Mining and Artificial Neural Networks. 400-407 - Lisa Singh, Rebecca Vanarsdall, Yanchen Wang, Carole Roan Gresenz:
Students or Mechanical Turk: Who Are the More Reliable Social Media Data Labelers? 408-415 - Zong-Kai Lai, Yi-Ting Chiang, Tsan-sheng Hsu, Hung-Jui Chang:
Using Machine Learning Methods and the Influenza Simulation System to Explore the Similarities of Taiwan's Administrative Regions. 416-422 - Rob E. Loke, J. Vergeer:
Exploring Corporate Reputation based on Sentiment Polarities That Are Related to Opinions in Dutch Online Reviews. 423-431 - Ivona Colakovic
Improved Boosted Classification to Mitigate the Ethnicity and Age Group Unfairness. 432-437 - Pascal Bormann, Michel Krämer
Working Efficiently with Large Geodata Files using Ad-hoc Queries. 438-445 - Dasa Kusniráková, Mouzhi Ge, Leonard Walletzký, Barbora Buhnova:
Interoperability-oriented Quality Assessment for Czech Open Data. 446-453 - Kalpdrum Passi, Rakshit Sorathiya:
Political Analytics on Election Candidates and Their Parties in Context of the US Presidential Elections 2020. 454-460 - Ashwinee Mehta, Maged Abdelaal, Moamen Sheba, Nic Herndon
Automated Neoclassical Vertical Canon Validation in Human Faces with Machine Learning. 461-467 - Sasindu Wijeratne, Ta-Yang Wang, Rajgopal Kannan, Viktor K. Prasanna:
Towards Programmable Memory Controller for Tensor Decomposition. 468-475 - Benedikt Heinrichs, Marius Politze, Mohammad Amin Yazdi
Evaluation of Architectures for FAIR Data Management in a Research Data Management Use Case. 476-483 - Almuth Müller, Achim Kuwertz:
A Two-tire Approach for Organization Name Entity Resolution. 484-491 - Yichen Wang, Haruka Yamashita:
Line-up Optimization Model of Basketball Players and the Simulation Evaluation. 492-499 - Dilruba Topçuoglu, Berat Utkan Mentes, Nur Askin, Ayse Damla Sengul, Zeynep Deniz Cankut, Talip Akdemir, Murat Ayvaz, Elif Kurt, Ozge Erdohan, Tumay Temiz, Murat Ceylan:
Using Convolutional Neural Networks for Detecting Acrylamide in Biscuit Manufacturing Process. 500-503 - Shailendra Gurjar
Auctions and Estimates: Evidence from Indian Art Market. 504-511 - Emanuele d'Ajello, Davide Formica, Elio Masciari, Gaia Mattia, Arianna Anniciello, Cristina Moscariello, Stefano Quintarelli, Davide Zaccarella:
Clustered Majority Judgement. DATA 2022: 512-519 - Robin Carpentier, Iulian Sandu Popa, Nicolas Anciaux:
Local Personal Data Processing with Third Party Code and Bounded Leakage. 520-527 - Johannes Bayer, Mina Karami Zadeh, Markus Schröder, Andreas Dengel:
Functional Component Descriptions for Electrical Circuits based on Semantic Technology Reasoning. 528-532 - Chimi Wangmo, Lena Wiese:
Efficient Subgraph Indexing for Biochemical Graphs. 533-540 - Victor Obionwu, Vincent Toulouse, David Broneske, Gunter Saake:
Slide-recommendation System: A Strategy for Integrating Instructional Feedback into Online Exercise Sessions. 541-548 - Norhayati Daut, Naomie Salim, Weng Howe Chan, Anazida Zainal, Sharin Hazlin Huspi, Masitah Ghazali, Fatimah Shafinaz Ahmad:
ADiBA Big Data Adoption Framework: Accelerating Big Data Revolution 5.0. 549-556 - Inês Carvalho, Filipe Sá
NoSQL Document Databases Assessment: Couchbase, CouchDB, and MongoDB. 557-564
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