| 2022 | A Comparison of Automatic Labelling Approaches for Sentiment Analysis. Sumana Biswas, Karen Young, Josephine Griffith |
| 2022 | A Formal Model to Support Discourse Semantic Landscape Analysis. Isabelle Linden, Bruno Dumas, Anne Wallemacq |
| 2022 | A Hybrid Approach for Product Classification based on Image and Text Matching. Sebastian Bast, Christoph Brosch, Rolf Krieger |
| 2022 | A Model based on 2-tuple Linguistic Model and CRITIC Method for Hotel Classification. Ziwei Shu, Ramón Alberto Carrasco González, Javier Portela García-Miguel, Manuel A. Sánchez-Montañés |
| 2022 | A Two-tire Approach for Organization Name Entity Resolution. Almuth Müller, Achim Kuwertz |
| 2022 | A2P: Attention-based Memory Access Prediction for Graph Analytics. Pengmiao Zhang, Rajgopal Kannan, Anant V. Nori, Viktor K. Prasanna |
| 2022 | ADiBA Big Data Adoption Framework: Accelerating Big Data Revolution 5.0. Norhayati Daut, Naomie Salim, Weng Howe Chan, Anazida Binti Zainal, Sharin Hazlin Huspi, Masitah Ghazali, Fatimah Shafinaz Ahmad |
| 2022 | Analysis of Data Quality in Digital Smart Cities: The Cases of Nantes, Hamburg and Helsinki. José L. Hernández, Ana Quijano, Rubén García, Pierre Nouaille, Lukas Risch, Mikko Virtanen, Ignacio de Miguel |
| 2022 | Analyzing Cross-impact Matrices for Managerial Decision-making Problems with the DEMATEL Approach. Shailesh Tripathi, Nadine Bachmann, Manuel Brunner, Herbert Jodlbauer |
| 2022 | Auctions and Estimates: Evidence from Indian Art Market. Shailendra Gurjar, Usha Ananthakumar |
| 2022 | Automated Neoclassical Vertical Canon Validation in Human Faces with Machine Learning. Ashwinee Mehta, Maged Abdelaal, Moamen Sheba, Nic Herndon |
| 2022 | Big Data Analysis of Ionosphere Disturbances using Deep Autoencoder and Dense Network. Rayan Abri, Harun Artuner, Sara Abri, Salih Çetin |
| 2022 | Clustered Majority Judgement. Emanuele d'Ajello, Davide Formica, Elio Masciari, Gaia Mattia, Arianna Anniciello, Cristina Moscariello, Stefano Quintarelli, Davide Zaccarella |
| 2022 | Compiling Open Datasets in Context of Large Organizations while Protecting User Privacy and Guaranteeing Plausible Deniability. Igor Jakovljevic, Christian Gütl, Andreas Wagner, Alexander Nussbaumer |
| 2022 | Detecting Bots in Social-networks using Node and Structural Embeddings. Ashkan Dehghan, Kinga Siuta, Agata Skorupka, Akshat Dubey, Andrei Betlen, David Miller, Wei Xu, Bogumil Kaminski, Pawel Pralat |
| 2022 | Development of a Semantic Database Model to Facilitate Data Analytics in Battery Cell Manufacturing. Ozan Yesilyurt, David Brandt, Julian Joël Grimm, Kamal Husseini, Aleksandra Naumann, Julia Meiners, David Becker-Koch |
| 2022 | Development of a Text Classification Framework using Transformer-based Embeddings. Sumona Yeasmin, Nazia Afrin, Kashfia Saif, Mohammad Rezwanul Huq |
| 2022 | Different Metrics Results in Text Summarization Approaches. Marcello Barbella, Michele Risi, Genoveffa Tortora, Alessia Auriemma Citarella |
| 2022 | Domain-independent Data-to-Text Generation for Open Data. Andreas Burgdorf, Micaela Barkmann, André Pomp, Tobias Meisen |
| 2022 | Efficient Subgraph Indexing for Biochemical Graphs. Chimi Wangmo, Lena Wiese |
| 2022 | End-to-End Data Quality: Insights from Two Case Studies. M. Redwan Hasan, Christine Legner |
| 2022 | Enhancing Biomedical Scientific Reviews Summarization with Graph-based Factual Evidence Extracted from Papers. Giacomo Frisoni, Paolo Italiani, Francesco Boschi, Gianluca Moro |
| 2022 | Estimating the Optimal Number of Clusters from Subsets of Ensembles. Afees Adegoke Odebode, Allan Tucker, Mahir Arzoky, Stephen Swift |
| 2022 | Evaluation by Simulation of the Diffusion Methods in the Cloud: Based Network Architecture for Digital Open Universities. Boukar Abatchia Nicolas, Mahamadou Issoufou Tiado, Nassirou Adamou Hassane, Ibrahim Ganaou Noura |
| 2022 | Evaluation of Architectures for FAIR Data Management in a Research Data Management Use Case. Benedikt Heinrichs, Marius Politze, Mohammad Amin Yazdi |
| 2022 | Exploratory Analysis of Chat-based Black Market Profiles with Natural Language Processing. André Büsgen, Lars Klöser, Philipp Kohl, Oliver Schmidts, Bodo Kraft, Albert Zündorf |
| 2022 | Exploring Corporate Reputation based on Sentiment Polarities That Are Related to Opinions in Dutch Online Reviews. Rob E. Loke, J. Vergeer |
| 2022 | Feature Extraction and Failure Detection Pipeline Applied to Log-based and Production Data. Rosaria Rossini, Nicolò Bertozzi, Eliseu Moura Pereira, Claudio Pastrone, Gil Gonçalves |
| 2022 | Framework for Public Health Policy Indicators Governance and Metadata Quality Flags to Promote Data Literacy. Wesley Lourenço Barbosa, Jacqueline David-Planas, Maritza M. C. Francisco, Solange Nice Alves-Souza, Lucia Vilela Leite Filgueiras, Leandro Manuel Reis Velloso, Luiz Sergio de Souza |
| 2022 | From Digital Footprints to Facts: Mining Marketing Policies of the Greek Community on Instagram and Youtube. Dimitris Linarakis, Stefanos Vlachos, Paraskevi Raftopoulou |
| 2022 | From Supply Chain Resilience to Ecosystem Viability: Lessons from and Thinking Beyond the COVID-19 Pandemic. Dmitry Ivanov |
| 2022 | Functional Component Descriptions for Electrical Circuits based on Semantic Technology Reasoning. Johannes Bayer, Mina Karami Zadeh, Markus Schröder, Andreas Dengel |
| 2022 | Highly Automated Corner Cases Extraction: Using Gradient Boost Quantile Regression for AI Quality Assurance. Niels Heller, Namrata Gurung |
| 2022 | Improved Boosted Classification to Mitigate the Ethnicity and Age Group Unfairness. Ivona Colakovic, Saso Karakatic |
| 2022 | Inferring #MeToo Experience Tweets using Classic and Neural Models. Julianne Zech, Lisa Singh, Kornraphop Kawintiranon, Naomi Mezey, Jamillah Williams |
| 2022 | Interoperability-oriented Quality Assessment for Czech Open Data. Dasa Kusniráková, Mouzhi Ge, Leonard Walletzký, Barbora Buhnova |
| 2022 | Line-up Optimization Model of Basketball Players and the Simulation Evaluation. Yichen Wang, Haruka Yamashita |
| 2022 | Local Personal Data Processing with Third Party Code and Bounded Leakage. Robin Carpentier, Iulian Sandu Popa, Nicolas Anciaux |
| 2022 | Maneuver-based Visualization of Similarities between Recorded Traffic Scenarios. Thilo Braun, Lennart Ries, Moritz Hesche, Stefan Otten, Eric Sax |
| 2022 | Modelling of Efficient Graph-aware Data Storage using DNA. Asad R. Usmani, Lena Wiese |
| 2022 | Multitudinous Data Platform for Community Big Data. S. Junrat, J. Nopparat, M. Manopiroonporn, Wannarat Suntiamorntut, Sakuna Charoenpanyasak |
| 2022 | NoSQL Document Databases Assessment: Couchbase, CouchDB, and MongoDB. Inês Carvalho, Filipe Sá, Jorge Bernardino |
| 2022 | Political Analytics on Election Candidates and Their Parties in Context of the US Presidential Elections 2020. Kalpdrum Passi, Rakshit Sorathiya |
| 2022 | Position Paper: Quality Assurance in Deep Learning Systems. Domingos F. Oliveira, Miguel A. Brito |
| 2022 | Prediction of Sulfur in the Hot Metal based on Data Mining and Artificial Neural Networks. Wandercleiton Cardoso, Renzo di Felice |
| 2022 | Preprocessing of Terrain Data in the Cloud using a Workflow Management System. Marvin Kaster, Hendrik M. Würz |
| 2022 | Proceedings of the 11th International Conference on Data Science, Technology and Applications, DATA 2022, Lisbon, Portugal, July 11-13, 2022. Alfredo Cuzzocrea, Oleg Gusikhin, Wil M. P. van der Aalst, Slimane Hammoudi |
| 2022 | Sensitivity Analysis using Regression Models: To Determine the Impact of Meta-level Features on the Youtube Views. Vaishnavi Borwankar, Catherine Chris, Hitesh Kumar, Sophia Rahaman |
| 2022 | Slide-recommendation System: A Strategy for Integrating Instructional Feedback into Online Exercise Sessions. Victor Obionwu, Vincent Toulouse, David Broneske, Gunter Saake |
| 2022 | Startable: Multidimensional Modelling for Column-Oriented NoSQL. Leandro M. Ferreira, Solange Nice Alves-Souza, Luciana M. da Silva |
| 2022 | Students or Mechanical Turk: Who Are the More Reliable Social Media Data Labelers? Lisa Singh, Rebecca Vanarsdall, Yanchen Wang, Carole Roan Gresenz |
| 2022 | Supporting Trainset Annotation for Text Classification of Incoming Enterprise Documents. Juris Rats, Inguna Pede |
| 2022 | Tackling Model Drifts in Industrial Model-driven Software Product Lines by Means of a Graph Database. Christof Tinnes, Uwe Hohenstein, Wolfgang Rössler, Andreas Biesdorf |
| 2022 | The Difficult Path to Become Datadriven. Lionel Rigaud |
| 2022 | The Role of Fake Review Detection in Managing Online Corporate Reputation. Rob E. Loke, Z. Kisoen |
| 2022 | Towards Decentralized Parameter Servers for Secure Federated Learning. Muhammad El-Hindi, Zheguang Zhao, Carsten Binnig |
| 2022 | Towards Indoor Radon Analytics: An OLAP-based Multidimensional Approach. Rolando Azevedo, Joaquim P. Silva, Nuno Lopes, António Curado, Leonel J. R. Nunes, Sérgio Ivan Lopes |
| 2022 | Towards Programmable Memory Controller for Tensor Decomposition. Sasindu Wijeratne, Ta-Yang Wang, Rajgopal Kannan, Viktor K. Prasanna |
| 2022 | Towards Semantic Interoperability of Core Registers in Croatia. Kornelije Rabuzin, Darko Gulija, Leo Mrsic, Nikola Modrusan |
| 2022 | Unsupervised Electrodermal Data Analysis Comparison between Biopac and Empatica E4 Data Collection Platforms. Kassy Raymond, Andrew Hamilton-Wright |
| 2022 | User Profiling: On the Road from URLs to Semantic Features. Claudio Barros, Perrine Moreau |
| 2022 | Using Convolutional Neural Networks for Detecting Acrylamide in Biscuit Manufacturing Process. 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 |
| 2022 | Using Machine Learning Methods and the Influenza Simulation System to Explore the Similarities of Taiwan's Administrative Regions. Zong-Kai Lai, Yi-Ting Chiang, Tsan-sheng Hsu, Hung-Jui Chang |
| 2022 | Using the Silhouette Coefficient for Representative Search of Team Tactics in Noisy Data. Friedemann Schwenkreis |
| 2022 | Working Efficiently with Large Geodata Files using Ad-hoc Queries. Pascal Bormann, Michel Krämer, Hendrik M. Würz |