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ORCID12th DATA 2023: Rome, Italy
- Oleg Gusikhin, Slimane Hammoudi, Alfredo Cuzzocrea:
Proceedings of the 12th International Conference on Data Science, Technology and Applications, DATA 2023, Rome, Italy, July 11-13, 2023. SCITEPRESS 2023, ISBN 978-989-758-664-4
Invited Speakers
- Maurizio Lenzerini:
Data Modeling and AI: From Semantic Networks to Knowledge Graphs. DATA 2023: 5 - Luís Paulo Reis:
Deep Reinforcement Learning to Improve Traditional Supervised Learning Methodologies. DATA 2023: 7
Papers
- Jonathan Harth, Christian-Norbert Zimmer, Michaela Zupanic:
Look at the Horizon: Evaluation of a Software Solution Against Cyber Sickness in Virtual Reality Applications. 13-21 - Timon Sebastian Klann, Marcel Altendeitering, Falk Howar:
Towards a Low-Code Tool for Developing Data Quality Rules. 22-29 - Horst Stühler, Marc-André Zöller, Dennis Klau, Alexandre Beiderwellen Bedrikow, Christian Tutschku:
Benchmarking Automated Machine Learning Methods for Price Forecasting Applications. 30-39 - Redha Benhissen, Fadila Bentayeb, Omar Boussaïd:
Temporal Multidimensional Model for Evolving Graph-Based Data Warehouses. 40-51 - Jorge Rodas-Silva, Jorge Parraga-Alava:
Predicting Academic Performance of Low-Income Students in Public Ecuadorian Online Universities: An Educational Data Mining Approach. 52-63 - Jaren Haber, Kornraphop Kawintiranon, Lisa Singh, Alexander Chen, Aidan Pizzo, Anna Pogrebivsky, Joyce Yang:
Identifying High-Quality Training Data for Misinformation Detection. 64-76 - Alfred Lindström, Simon Lindgren, Raazesh Sainudiin:
Hawkes Processes on Social and Mass Media: A Causal Study of the #BlackLivesMatter Movement in the Summer of 2020. 77-88 - Ahmed Bendaouia
, El Hassan Abdelwahed, Sara Qassimi, Abdelmalek Boussetta, Intissar Benzakour, Oumkeltoum Amar, François Bourzeix, Achraf Soulala, Oussama Hasidi:
Conv-LSTM for Real Time Monitoring of the Mineral Grades in the Flotation Froth. 89-96 - Jihyeong Park, Hyun-Soo Choi, Sunhwa Jo, Jinho Kim:
Disease Prediction with Heterogeneous Graph of Electronic Health Records and Toxicogenomics Data. 97-104 - Omar El Alaoui, Ali Idri:
Heterogeneous Ensemble Learning for Modelling Species Distribution: A Case Study of Redstarts Habitat Suitability. 105-114 - Sarah Di Grande, Mariaelena Berlotti, Salvatore Cavalieri, Roberto Gueli:
A Proactive Approach for the Sustainable Management of Water Distribution Systems. 115-125 - Daniel Szafarski, Tobias Schmieg, Laslo Welz, Thomas Schäffer:
Rigor in Applied Data Science Research Based on DSR: A Literature Review. 126-135 - Jerry Lonlac, Imen Ouled Dlala, Saïd Jabbour, Engelbert Mephu Nguifo, Badran Raddaoui, Lakhdar Sais:
Extracting Frequent Gradual Patterns Based on SAT. 136-143 - Areeba Umair, Elio Masciari:
An Advanced BERT LayerSum Model for Sentiment Classification of COVID-19 Tweets. 144-151 - Soudabeh Taghian Dinani, Doina Caragea:
A Comparison Study for Disaster Tweet Classification Using Deep Learning Models. 152-163 - Asmir Vodencarevic, Julia Kreuzeder, Achim Wöckel, Peter A. Fasching:
Prediction of QT Prolongation in Advanced Breast Cancer Patients Using Survival Modelling Algorithms. 164-172 - Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Debora Montano, Riccardo Pecori, Luca Veltri:
Anomaly Detection of Medical IoT Traffic Using Machine Learning. 173-182 - Jakub Klímek, Alexandros Chortaras, Jakub Mísek, Jim J. Yang, Steinar Skagemo, Vassilis Tzouvaras:
Semantic, Technical and Legal Interoperability of European Company Open Data in Practice: The STIRData Approach. 183-194 - Harry H. Beyel, Omar Makke, Fangbo Yuan, Oleg Gusikhin, Wil M. P. van der Aalst:
Analyzing Cyber-Physical Systems in Cars: A Case Study. 195-204 - Daniel Tebernum, Falk Howar:
Structuring the End of the Data Life Cycle. 207-218 - Sara El-Ateif, Ali Idri:
Fundus Unimodal and Late Fusion Multimodal Diabetic Retinopathy Grading. 219-226 - Georgios Stathis, Giulia Biagioni, Athanasios Trantas, H. Jaap van den Herik, Bart Custers:
A Visual Analysis of Hazardous Events in Contract Risk Management. 227-234 - Domenico Alfano, Roberto Abbruzzese, Domenico Parente:
Pump and Dump Cryptocurrency Detection Using Social Media. 235-240 - Sunday Adewale Olaleye:
Insights from Big Data Economy of Finnish Company Trust, Consumer Confidence and Data Exchange: An Empirical Evidence of Structural Equation Modelling. 241-246 - Sara Jarrad, Hubert Naacke, Stéphane Gançarski, Modou Gueye:
Embedding-Enhanced Similarity Metrics for Next POI Recommendation. 247-254 - Mohammadreza Fani Sani, Fatemeh Nikraftar, Michal Sroka, Andrea Burattin:
Behavioral Recommender System for Process Automation Steps. 255-262 - Hugo Alonso, Teresa Candeias:
Predicting How Much a Consumer Is Willing to Pay for a Bottle of Wine: Dealing With Data Imbalance. 263-270 - Shengkun Xie, Anna T. Lawniczak, Clare Chua-Chow:
Exploring Functional Patterns of Driving Records by Interacting with Major Classes and Territory Using Generalized Additive Models. 271-278 - Olivier Parisot, Pierrick Bruneau, Patrik Hitzelberger:
Astronomical Images Quality Assessment with Automated Machine Learning. 279-286 - Luís M. P. Loureiro, Artur J. Ferreira, André Ribeiro Lourenço:
Building a Dataset for Trip Style Assessment Based on Real Trip Data. 287-294 - Maha Asiri, Mohamed Y. Eltabakh:
QTrail-DB: A Query Processing Engine for Imperfect Databases with Evolving Qualities. 295-302 - Joana Leite, Rafael Guedes, Diogo Queirós:
Decomposition Heuristic for the Aircraft Sequencing Problem: Impact on Mathematical and Constraint Programming. 303-310 - Hashem Mohamed, Alia El Bolock, Caroline Sabty:
IntrusionHunter: Detection of Cyber Threats in Big Data. 311-318 - Hikofumi Suzuki, Katsumi Wasaki:
Automatic Classification of Quantitative Data from DNS Cache Servers into Stationary and Non-Stationary States Based on Clustering. 319-326 - Samuel Wiggins, Yuan Meng, Rajgopal Kannan, Viktor K. Prasanna:
Characterizing Speed Performance of Multi-Agent Reinforcement Learning. 327-334 - Nils Freyer, Dustin Thewes, Matthias Meinecke:
GUIDO: A Hybrid Approach to Guideline Discovery & Ordering from Natural Language Texts. 335-342 - Ferdaous Idlahcen, Ali Idri, Hasnae Zerouaoui:
Integrating Autoencoder-Based Hybrid Models into Cervical Carcinoma Prediction from Liquid-Based Cytology. 343-350 - Hajar Hakkoum, Ali Idri, Ibtissam Abnane, José Luis Fernades-Aleman:
Does Categorical Encoding Affect the Interpretability of a Multilayer Perceptron for Breast Cancer Classification? 351-358 - Alessandro Temperoni, Maria Biryukov, Martin Theobald:
Enriching Relation Extraction with OpenIE. 359-366 - Adham Helbawy, Mahmoud Bahaa, Alia El Bolock:
CryptonDL: Encrypted Image Classification Using Deep Learning Models. 367-374 - Kyle Ranslam, Ramon Lawrence:
A Data Analysis Pipeline for Automating Apple Trait Analysis and Prediction. 375-380 - Bruno Oliveira, Ana Henriques, Óscar Oliveira, Ana Duarte, Vasco Santos, António Antunes, Elsa Cardoso:
A Measure Data Catalog for Dashboard Management and Validation. 381-389 - André 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:
A Semantic Web Approach for Military Operation Scenarios Development for Simulation. 390-397 - Rinith Pakala, Niket Kathiriya, Hossein Haeri, Srivenkata Satya Prasad Maddipatla, Kshitij Jerath, Craig Earl Beal, Sean Brennan, Cindy Chen:
Distributed Edge Computing System for Vehicle Communication. 398-405 - George Fotopoulos, Paris Koloveas, Paraskevi Raftopoulou, Christos Tryfonopoulos:
Comparing Data Store Performance for Full-Text Search: To SQL or to NoSQL? 406-413 - Duarte Pereira, Brígida Mónica Faria, Luís Paulo Reis:
Detection of Drowsy Driving Using Wearable Sensors. 414-421 - Alfredo Cuzzocrea, Selim Soufargi:
QFLS: A Cloud-Based Framework for Supporting Big Healthcare Data Management and Analytics from Big Data Lakes: Definitions, Requirements, Models and Techniques. 422-428 - Marco Parola, Hajar Dirrhami, Mario G. C. A. Cimino, Nunziante Squeglia:
Effects of Environmental Conditions on Historic Buildings: Interpretable Versus Accurate Exploratory Data Analysis. 429-435 - Mariaelena Berlotti, Sarah Di Grande, Salvatore Cavalieri, Roberto Gueli:
Detection and Prediction of Leakages in Water Distribution Networks. 436-443 - Anahita Farhang Ghahfarokhi, Fatemeh Akoochekian, Fareed Zandkarimi, Wil M. P. van der Aalst:
Clustering Object-Centric Event Logs. 444-451 - Hong-Jin Ryu, Samuel Sangkon Lee:
Design and Implementation of a Document Encryption Convergence Program Selecting Encryption Methods, and Integrating the Program into the Existing Office System. 452-459 - Nathanael Theovanny Averro, Hendri Murfi, Gianinna Ardaneswari:
The Imbalance Data Handling of XGBoost in Insurance Fraud Detection. 460-467 - Maxwell Thomson, Hendri Murfi, Gianinna Ardaneswari:
BERT-Based Hybrid Deep Learning with Text Augmentation for Sentiment Analysis of Indonesian Hotel Reviews. 468-473 - João Lopes, Gonçalo Vieira, Rita Veloso, Susana Ferreira, Maria Salazar, Manuel Filipe Santos:
Optimization of Surgery Scheduling Problems Based on Prescriptive Analytics. 474-479 - Muhammad Fahad, Jérôme Darmont:
An Ontology-Based Collaborative Business Intelligence Framework. 480-487 - Christoph Brosch, Alexander Bouwens, Sebastian Bast, Swen Haab, Rolf Krieger:
Creation and Evaluation of a Food Product Image Dataset for Product Property Extraction. 488-495 - Ndiouma Bame, Ibrahima Gueye, Hubert Naacke:
Geo-Semantic Event-POI Matching of Large Mobility Datasets. 496-503 - Agata Skorupka:
Detecting Anomalies on Cryptocurrency Markets Using Graph Algorithms. 504-509 - Dylan Molinié, Kurosh Madani, Véronique Amarger:
Behavioral Modeling of Real Dynamic Processes in an Industry 4.0-Oriented Context. 510-517 - Federico A. Galatolo, Gabriele Martino, Mario G. C. A. Cimino, Chiara Ombretta Tommasi:
Dense Information Retrieval on a Latin Digital Library via LaBSE and LatinBERT Embeddings. 518-523 - Sabina Gooljar, Kris Manohar, Patrick Hosein:
Performance Evaluation and Comparison of a New Regression Algorithm. 524-531 - Ho Thi Hoang Vy, Hong Tiet Gia, Vu Thi My Hang, Cuong Pham-Nguyen, Le Nguyen Hoai Nam:
A Multi-Factor Approach to Measure User Preference Similarity in Neighbor-Based Recommender Systems. 532-539 - Artur J. Ferreira, Mário A. T. Figueiredo:
Union k-Fold Feature Selection on Microarray Data. 540-547 - Josh Haberkern, Thomas Schäffer:
Towards Data Ecosystems in Smart Cities: Success Factors of Urban Data Spaces. 548-558 - Rob E. Loke, S. Pathak:
Decision Support System for Corporate Reputation Based Social Media Listening Using a Cross-Source Sentiment Analysis Engine. 559-567 - Abhilash C. Basavaraju, Kavi Mahesh:
EREO: An Effective Rule Evaluation Framework for Discovering Interesting Patterns in US Birth Data and Beyond. 568-575 - Anikó Vágner, Mustafa Al-Zaidi:
Sharding and Master-Slave Replication of NoSQL Databases: Comparison of MongoDB and Redis. 576-582 - Trevor Toy, Josef J. Langerman:
A Design Framework for a Blockchain-Based Open Market Platform of Enriched Card-Based Transactional Data for Big Data Analytics and Open Banking. 583-589 - John Kalung Leung, Igor Griva, William G. Kennedy, Jason M. Kinser, Sohyun Park, Seo Young Lee:
The Application of Affective Measures in Text-Based Emotion Aware Recommender Systems. 590-597 - Mustafa Alabadla, Fatimah Sidi, Iskandar Ishak, Hamidah Ibrahim, Hazlina Hamdan, Shahril Iskandar Amir, Appak Yessirkep Nurlankyzy:
AutoImpute: An Autonomous Web Tool for Data Imputation Based on Extremely Randomized Trees. 598-605 - Lukas Meitz, Michael Heider, Thorsten Schöler, Jörg Hähner:
On Data-Preprocessing for Effective Predictive Maintenance on Multi-Purpose Machines. 606-612 - Tahiya Tabassum Lisa, Chaiyachet Saivichit:
Optimized Fusion Chain with Web3 Storage. 613-620 - Simon Paasche, Sven Groppe:
GreenCC: A Hybrid Approach to Sustainably Validate Manufacturing Data in Industry 4.0 Environments. 621-628 - Patrick Hosein, Kris Manohar, Ken Manohar:
A Successive Quadratic Approximation Approach for Tuning Parameters in a Previously Proposed Regression Algorithm. 629-633
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