Table of Contents

• Data Modeling and AI: From Semantic Networks to Knowledge GraphsMaurizio Lenzerini. 5
• Deep Reinforcement Learning to Improve Traditional Supervised Learning MethodologiesLuís Paulo Reis. 7
• Look at the Horizon: Evaluation of a Software Solution Against Cyber Sickness in Virtual Reality ApplicationsJonathan Harth, Christian-Norbert Zimmer, Michaela Zupanic. 13-21 [doi]
• Towards a Low-Code Tool for Developing Data Quality RulesTimon Sebastian Klann, Marcel Altendeitering, Falk Howar. 22-29 [doi]
• Benchmarking Automated Machine Learning Methods for Price Forecasting ApplicationsHorst Stühler, Marc-André Zöller, Dennis Klau, Alexandre Beiderwellen Bedrikow, Christian Tutschku. 30-39 [doi]
• Temporal Multidimensional Model for Evolving Graph-Based Data WarehousesRedha Benhissen, Fadila Bentayeb, Omar Boussaïd. 40-51 [doi]
• Predicting Academic Performance of Low-Income Students in Public Ecuadorian Online Universities: An Educational Data Mining ApproachJorge Rodas-Silva, Jorge Parraga-Alava. 52-63 [doi]
• Identifying High-Quality Training Data for Misinformation DetectionJaren Haber, Kornraphop Kawintiranon, Lisa Singh, Alexander Chen, Aidan Pizzo, Anna Pogrebivsky, Joyce Yang. 64-76 [doi]
• Hawkes Processes on Social and Mass Media: A Causal Study of the #BlackLivesMatter Movement in the Summer of 2020Alfred Lindström, Simon Lindgren, Raazesh Sainudiin. 77-88 [doi]
• Conv-LSTM for Real Time Monitoring of the Mineral Grades in the Flotation FrothAhmed Bendaouia, El Hassan Abdelwahed, Sara Qassimi, Abdelmalek Boussetta, Intissar Benzakour, Oumkeltoum Amar, François Bourzeix, Achraf Soulala, Oussama Hasidi. 89-96 [doi]
• Disease Prediction with Heterogeneous Graph of Electronic Health Records and Toxicogenomics DataJihyeong Park, Hyun Soo Choi, Sunhwa Jo, Jinho Kim. 97-104 [doi]
• Heterogeneous Ensemble Learning for Modelling Species Distribution: A Case Study of Redstarts Habitat SuitabilityOmar El Alaoui, Ali Idri. 105-114 [doi]
• A Proactive Approach for the Sustainable Management of Water Distribution SystemsSarah Di Grande, Mariaelena Berlotti, Salvatore Cavalieri, Roberto Gueli. 115-125 [doi]
• Rigor in Applied Data Science Research Based on DSR: A Literature ReviewDaniel Szafarski, Tobias Schmieg, Laslo Welz, Thomas Schäffer. 126-135 [doi]
• Extracting Frequent Gradual Patterns Based on SATJerry Lonlac, Imen Ouled Dlala, Saïd Jabbour, Engelbert Mephu Nguifo, Badran Raddaoui, Lakhdar Sais. 136-143 [doi]
• An Advanced BERT LayerSum Model for Sentiment Classification of COVID-19 TweetsAreeba Umair, Elio Masciari. 144-151 [doi]
• A Comparison Study for Disaster Tweet Classification Using Deep Learning ModelsSoudabeh Taghian Dinani, Doina Caragea. 152-163 [doi]
• Prediction of QT Prolongation in Advanced Breast Cancer Patients Using Survival Modelling AlgorithmsAsmir Vodencarevic, Julia Kreuzeder, Achim Wöckel, Peter A. Fasching. 164-172 [doi]
• Anomaly Detection of Medical IoT Traffic Using Machine LearningLerina Aversano, Mario Luca Bernardi, Marta Cimitile, Debora Montano, Riccardo Pecori, Luca Veltri. 173-182 [doi]
• Semantic, Technical and Legal Interoperability of European Company Open Data in Practice: The STIRData ApproachJakub Klímek, Alexandros Chortaras, Jakub Mísek, Jim J. Yang, Steinar Skagemo, Vassilis Tzouvaras. 183-194 [doi]
• Analyzing Cyber-Physical Systems in Cars: A Case StudyHarry H. Beyel, Omar Makke, Fangbo Yuan, Oleg Gusikhin, Wil M. P. van der Aalst. 195-204 [doi]
• Structuring the End of the Data Life CycleDaniel Tebernum, Falk Howar. 207-218 [doi]
• Fundus Unimodal and Late Fusion Multimodal Diabetic Retinopathy GradingSara El-Ateif, Ali Idri. 219-226 [doi]
• A Visual Analysis of Hazardous Events in Contract Risk ManagementGeorgios Stathis, Giulia Biagioni, Athanasios Trantas, Jaap van den Herik, Bart Custers. 227-234 [doi]
• Pump and Dump Cryptocurrency Detection Using Social MediaDomenico Alfano, Roberto Abbruzzese, Domenico Parente. 235-240 [doi]
• Insights from Big Data Economy of Finnish Company Trust, Consumer Confidence and Data Exchange: An Empirical Evidence of Structural Equation ModellingSunday Adewale Olaleye. 241-246 [doi]
• Embedding-Enhanced Similarity Metrics for Next POI RecommendationSara Jarrad, Hubert Naacke, Stéphane Gançarski, Modou Gueye. 247-254 [doi]
• Behavioral Recommender System for Process Automation StepsMohammadreza Fani Sani, Fatemeh Nikraftar, Michal Sroka, Andrea Burattin. 255-262 [doi]
• Predicting How Much a Consumer Is Willing to Pay for a Bottle of Wine: Dealing With Data ImbalanceHugo Alonso, Teresa Candeias. 263-270 [doi]
• Exploring Functional Patterns of Driving Records by Interacting with Major Classes and Territory Using Generalized Additive ModelsShengkun Xie, Anna T. Lawniczak, Clare Chua-Chow. 271-278 [doi]
• Astronomical Images Quality Assessment with Automated Machine LearningOlivier Parisot, Pierrick Bruneau, Patrik Hitzelberger. 279-286 [doi]
• Building a Dataset for Trip Style Assessment Based on Real Trip DataLuís M. P. Loureiro, Artur J. Ferreira, André Ribeiro Lourenço. 287-294 [doi]
• QTrail-DB: A Query Processing Engine for Imperfect Databases with Evolving QualitiesMaha Asiri, Mohamed Y. Eltabakh. 295-302 [doi]
• Decomposition Heuristic for the Aircraft Sequencing Problem: Impact on Mathematical and Constraint ProgrammingJoana Leite, Rafael Guedes, Diogo Queirós. 303-310 [doi]
• IntrusionHunter: Detection of Cyber Threats in Big DataHashem Mohamed, Alia El Bolock, Caroline Sabty. 311-318 [doi]
• Automatic Classification of Quantitative Data from DNS Cache Servers into Stationary and Non-Stationary States Based on ClusteringHikofumi Suzuki, Katsumi Wasaki. 319-326 [doi]
• Characterizing Speed Performance of Multi-Agent Reinforcement LearningSamuel Wiggins, Yuan Meng, Rajgopal Kannan, Viktor K. Prasanna. 327-334 [doi]
• GUIDO: A Hybrid Approach to Guideline Discovery & Ordering from Natural Language TextsNils Freyer, Dustin Thewes, Matthias Meinecke. 335-342 [doi]
• Integrating Autoencoder-Based Hybrid Models into Cervical Carcinoma Prediction from Liquid-Based CytologyFerdaous Idlahcen, Ali Idri, Hasnae Zerouaoui. 343-350 [doi]
• Does Categorical Encoding Affect the Interpretability of a Multilayer Perceptron for Breast Cancer Classification?Hajar Hakkoum, Ali Idri, Ibtissam Abnane, José Luis Fernades-Aleman. 351-358 [doi]
• Enriching Relation Extraction with OpenIEAlessandro Temperoni, Maria Biryukov, Martin Theobald. 359-366 [doi]
• CryptonDL: Encrypted Image Classification Using Deep Learning ModelsAdham Helbawy, Mahmoud Bahaa, Alia El Bolock. 367-374 [doi]
• A Data Analysis Pipeline for Automating Apple Trait Analysis and PredictionKyle Ranslam, Ramon Lawrence. 375-380 [doi]
• A Measure Data Catalog for Dashboard Management and ValidationBruno Oliveira 0001, Ana Henriques, Óscar Oliveira, Ana Duarte, Vasco Santos 0001, António Antunes, Elsa Cardoso. 381-389 [doi]
• A Semantic Web Approach for Military Operation Scenarios Development for SimulationAndré M. Demori, Júlio Cesar Cardoso Tesolin, David Fernandes Cruz Moura, João Eduardo Costa Gomes, Gabriel Pedroso, Leonardo Filipe Batista Silva de Carvalho, Edison Pignaton de Freitas, Maria Cláudia Reis Cavalcanti. 390-397 [doi]
• Distributed Edge Computing System for Vehicle CommunicationRinith Pakala, Niket Kathiriya, Hossein Haeri, Srivenkata Satya Prasad Maddipatla, Kshitij Jerath, Craig Earl Beal, Sean Brennan 0001, Cindy Chen. 398-405 [doi]
• Comparing Data Store Performance for Full-Text Search: To SQL or to NoSQL?George Fotopoulos, Paris Koloveas, Paraskevi Raftopoulou, Christos Tryfonopoulos. 406-413 [doi]
• Detection of Drowsy Driving Using Wearable SensorsDuarte-Pereira, Brígida Mónica Faria, Luís Paulo Reis. 414-421 [doi]
• QFLS: A Cloud-Based Framework for Supporting Big Healthcare Data Management and Analytics from Big Data Lakes: Definitions, Requirements, Models and TechniquesAlfredo Cuzzocrea, Selim Soufargi. 422-428 [doi]
• Effects of Environmental Conditions on Historic Buildings: Interpretable Versus Accurate Exploratory Data AnalysisMarco Parola, Hajar Dirrhami, Mario G. C. A. Cimino, Nunziante Squeglia. 429-435 [doi]
• Detection and Prediction of Leakages in Water Distribution NetworksMariaelena Berlotti, Sarah Di Grande, Salvatore Cavalieri, Roberto Gueli. 436-443 [doi]
• Clustering Object-Centric Event LogsAnahita Farhang Ghahfarokhi, Fatemeh Akoochekian, Fareed Zandkarimi, Wil M. P. van der Aalst. 444-451 [doi]
• Design and Implementation of a Document Encryption Convergence Program Selecting Encryption Methods, and Integrating the Program into the Existing Office SystemHong-Jin Ryu, Samuel Sangkon Lee. 452-459 [doi]
• The Imbalance Data Handling of XGBoost in Insurance Fraud DetectionNathanael Theovanny Averro, Hendri Murfi, Gianinna Ardaneswari. 460-467 [doi]
• BERT-Based Hybrid Deep Learning with Text Augmentation for Sentiment Analysis of Indonesian Hotel ReviewsMaxwell Thomson, Hendri Murfi, Gianinna Ardaneswari. 468-473 [doi]
• Optimization of Surgery Scheduling Problems Based on Prescriptive AnalyticsJoão Lopes, Gonçalo Vieira, Rita Veloso, Susana Ferreira, Maria Salazar, Manuel Filipe Santos. 474-479 [doi]
• An Ontology-Based Collaborative Business Intelligence FrameworkMuhammad Fahad 0011, Jérôme Darmont. 480-487 [doi]
• Creation and Evaluation of a Food Product Image Dataset for Product Property ExtractionChristoph Brosch, Alexander Bouwens, Sebastian Bast, Swen Haab, Rolf Krieger. 488-495 [doi]
• Geo-Semantic Event-POI Matching of Large Mobility DatasetsNdiouma Bame, Ibrahima Gueye 0001, Hubert Naacke. 496-503 [doi]
• Detecting Anomalies on Cryptocurrency Markets Using Graph AlgorithmsAgata Skorupka. 504-509 [doi]
• Behavioral Modeling of Real Dynamic Processes in an Industry 4.0-Oriented ContextDylan Molinié, Kurosh Madani, Véronique Amarger. 510-517 [doi]
• Dense Information Retrieval on a Latin Digital Library via LaBSE and LatinBERT EmbeddingsFederico A. Galatolo, Gabriele Martino, Mario G. C. A. Cimino, Chiara Ombretta Tommasi. 518-523 [doi]
• Performance Evaluation and Comparison of a New Regression AlgorithmSabina Gooljar, Kris Manohar, Patrick Hosein. 524-531 [doi]
• A Multi-Factor Approach to Measure User Preference Similarity in Neighbor-Based Recommender SystemsHo Thi Hoang Vy, Hong Tiet Gia, Vu Thi My Hang, Cuong Pham-Nguyen, Le Nguyen Hoai Nam. 532-539 [doi]
• Union k-Fold Feature Selection on Microarray DataArtur J. Ferreira, Mário A. T. Figueiredo. 540-547 [doi]
• Towards Data Ecosystems in Smart Cities: Success Factors of Urban Data SpacesJosh Haberkern, Thomas Schäffer. 548-558 [doi]
• Decision Support System for Corporate Reputation Based Social Media Listening Using a Cross-Source Sentiment Analysis EngineRob E. Loke, S. Pathak. 559-567 [doi]
• EREO: An Effective Rule Evaluation Framework for Discovering Interesting Patterns in US Birth Data and BeyondAbhilash C. Basavaraju, Kavi Mahesh. 568-575 [doi]
• Sharding and Master-Slave Replication of NoSQL Databases: Comparison of MongoDB and RedisAnikó Vágner, Mustafa Al-Zaidi. 576-582 [doi]
• A Design Framework for a Blockchain-Based Open Market Platform of Enriched Card-Based Transactional Data for Big Data Analytics and Open BankingTrevor Toy, Josef J. Langerman. 583-589 [doi]
• The Application of Affective Measures in Text-Based Emotion Aware Recommender SystemsJohn Kalung Leung, Igor Griva, William G. Kennedy, Jason M. Kinser, Sohyun Park, Seo-Young Lee. 590-597 [doi]
• AutoImpute: An Autonomous Web Tool for Data Imputation Based on Extremely Randomized TreesMustafa Alabadla, Fatimah Sidi, Iskandar Ishak, Hamidah Ibrahim, Hazlina Hamdan, Shahril Iskandar Amir, Appak Yessirkep Nurlankyzy. 598-605 [doi]
• On Data-Preprocessing for Effective Predictive Maintenance on Multi-Purpose MachinesLukas Meitz, Michael Heider, Thorsten Schöler, Jörg Hähner. 606-612 [doi]
• Optimized Fusion Chain with Web3 StorageTahiya Tabassum Lisa, Chaiyachet Saivichit. 613-620 [doi]
• GreenCC: A Hybrid Approach to Sustainably Validate Manufacturing Data in Industry 4.0 EnvironmentsSimon Paasche, Sven Groppe. 621-628 [doi]
• A Successive Quadratic Approximation Approach for Tuning Parameters in a Previously Proposed Regression AlgorithmPatrick Hosein, Kris Manohar, Ken Manohar. 629-633 [doi]