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ORCID10th DATA 2021
- Christoph Quix, Slimane Hammoudi, Wil M. P. van der Aalst:
Proceedings of the 10th International Conference on Data Science, Technology and Applications, DATA 2021, Online Streaming, July 6-8, 2021. SCITEPRESS 2021, ISBN 978-989-758-521-0
Invited Speakers
- Jan Recker:
From Representation to Mediation: Modeling Information Systems in a Digital World. DATA 2021: 5 - Sandro Bimonte:
A Profile-aware Methodological Framework for Collaborative Multidimensional Modeling: Agro-biodiversity Case Study. DATA 2021: 7 - Hala Skaf-Molli:
Querying Decentralized Knowledge Graphs. DATA 2021: 9 - Volker Markl:
Database Systems and Information Management: Trends and a Vision. DATA 2021: 11-12
Papers
- Maximilian Auch, Maximilian Balluff, Peter Mandl, Christian Wolff:
Similarity of Software Libraries: A Tag-based Classification Approach. 17-28 - Monika Arora, Yash Kalyani, Shivam Shanker:
A Comparative Study on Inflated and Dispersed Count Data. 29-38 - Theppatorn Rhujittawiwat
, John Ravan, Ahmed Saaudi, Shankar M. Banik, Csilla Farkas:
Database Recovery from Malicious Transactions: A Use of Provenance Information. 39-48 - Nieves R. Brisaboa, Antonio Fariña, Diego Otero-González, Tirso V. Rodeiro:
An Efficient Representation of Enriched Temporal Trajectories. 49-59 - Rob Churchill, Lisa Singh:
textPrep: A Text Preprocessing Toolkit for Topic Modeling on Social Media Data. 60-70 - Yuto Kikuchi, Kazuo Hara, Ikumi Suzuki:
Semantic Entanglement on Verb Negation. 71-78 - Usha Ananthakumar, Sagun Pai:
A Study on the Effects of Response Time on Travel Package Attributes. 79-87 - Ahmad Homsi, Joyce Al Nemri, Nisma Naimat, Hamzeh Abdul Kareem, Mustafa Al-Fayoumi, Mohammad Abu Snober:
Detecting Twitter Fake Accounts using Machine Learning and Data Reduction Techniques. 88-95 - Ahmet Çimen, Enis Kayis:
A Longitudinal Model for Song Popularity Prediction. 96-104 - Georgios-Markos Chatziloizos, Dimitrios Gunopulos, Konstantinos Konstantinou:
Forecasting Stock Market Trends using Deep Learning on Financial and Textual Data. 105-114 - Ghulam Sarwar, Colm O'Riordan:
A Graph-based Approach at Passage Level to Investigate the Cohesiveness of Documents. 115-123 - Simon Staudinger, Christoph G. Schuetz, Michael Schrefl:
A Reference Process for Judging Reliability of Classification Results in Predictive Analytics. 124-134 - Linxin Yang:
Determining How Different Factors Affect Police-Allegation's Sustainability in Chicago using Decision-Tree. 137-143 - Nikolay Kalenov, Irina N. Sobolevskaya, Alexander N. Sotnikov:
Archival and Museum Information as a Component of the Common Digital Space of Scientific Knowledge. 144-149 - Timo Lustenberger, Helena Jenzer, Farshideh Einsele:
Building an Integrated Relational Database from Swiss Nutrition's (menuCH) and Multiple Swiss Health Datasets Acquired from 1992 to 2012 for Data Mining Purposes. 150-156 - Oscar Tamburis, Elio Masciari, Christian Esposito, Gerardo Fatone:
Data Mining for Animal Health to Improve Human Quality of Life: Insights from a University Veterinary Hospital. 157-164 - Daniel Tebernum, Marcel Altendeitering, Falk Howar:
DERM: A Reference Model for Data Engineering. 165-175 - Navid Nobani, Mauro Pelucchi, Matteo Perico, Andrea Scrivanti, Alessandro Vaccarino:
GRASP: Graph-based Mining of Scientific Papers. 176-183 - Mohammed Alshehri, Frans Coenen, Keith Dures:
Motif-based Classification using Enhanced Sub-Sequence-Based Dynamic Time Warping. 184-191 - Xu Wang, Frank van Harmelen, Zhisheng Huang:
Biomedical Dataset Recommendation. 192-199 - Marcello Barbella, Michele Risi, Genoveffa Tortora:
A Comparison of Methods for the Evaluation of Text Summarization Techniques. 200-207 - Mahmoud Almasri:
Deep Learning for RF-based Drone Detection and Identification using Welch's Method. 208-214 - Lisa Ehrlinger, Alexander Gindlhumer, Lisa-Marie Huber, Wolfram Wöß:
DQ-MeeRKat: Automating Data Quality Monitoring with a Reference-Data-Profile-Annotated Knowledge Graph. 215-222 - Abdullah Alsaedi, Phillip Brooker, Floriana Grasso, Stuart Thomason:
A Survey of Social Emotion Prediction Methods. 223-230 - Heinrich Pettenpohl, Daniel Tebernum, Boris Otto:
WFDU-net: A Workflow Notation for Sovereign Data Exchange. 231-240 - Shailesh Tripathi, Sonja Strasser, Herbert Jodlbauer:
A Network based Approach for Reducing Variant Diversity in Production Planning and Control. 241-251 - Konstantinos I. Diamantaras, Michail Salampasis, Alkiviadis Katsalis, Konstantinos Christantonis:
Predicting Shopping Intent of e-Commerce Users using LSTM Recurrent Neural Networks. 252-259 - Seyfettin Öztürk:
Invers Natural Number System to Maintain User-defined Sequence of Data Records. 260-266 - Bruno Oliveira, Óscar Oliveira, Orlando Belo:
Using BPMN for ETL Conceptual Modelling: A Case Study. 267-274 - Joschka Kersting, Michaela Geierhos:
Well-Being in Plastic Surgery: Deep Learning Reveals Patients' Evaluations. 275-284 - Oliver Böhme, Tobias Meisen:
Applied Feature-oriented Project Life Cycle Classification. 285-291 - Sachiko Lim, Rahim Rahmani, Paul Johannesson:
Semantic Enrichment of Vital Sign Streams through Ontology-based Context Modeling using Linked Data Approach. 292-299 - Indu Shukla, Antoinette Silas, Haley R. Dozier, Brandon E. Hansen, W. Glenn Bond:
Data Driven Hybrid Approach for Health Monitoring and Fault Detection in Military Ground Vehicles. DATA 2021: 300-307 - Yuki Eizuka, Kazuo Hara, Ikumi Suzuki:
Impact of Duplicating Small Training Data on GANs. 308-315 - Francesca Lizzi, Francesca Brero, Raffaella Fiamma Cabini, Maria Evelina Fantacci, Stefano Piffer, Ian Postuma, Lisa Rinaldi, Alessandra Retico:
Making Data Big for a Deep-learning Analysis: Aggregation of Public COVID-19 Datasets of Lung Computed Tomography Scans. 316-321 - Sofia Lahrichi, Maryem Rhanoui, Mounia Mikram, Bouchra El Asri:
Toward a Multimodal Multitask Model for Neurodegenerative Diseases Diagnosis and Progression Prediction. 322-328 - Shengkun Xie, Chong Gan, Clare Chua-Chow:
Estimating Territory Risk Relativity for Auto Insurance Rate Regulation using Generalized Linear Mixed Models. 329-334 - Alen Chih-Yuan Li, Soon Ae Chun, James Geller:
Knowledge Graph Analysis of Russian Trolls. 335-342 - Rob E. Loke, Wolfgang Reitter:
Aspect Based Sentiment Analysis on Online Review Data to Predict Corporate Reputation. 343-352 - Theodora Galani, Yannis Stavrakas, George Papastefanatos, Yannis Vassiliou:
Evo-Path: Querying Data Evolution through Complex Changes. 353-361 - Gaurav Kumar Wankar, Shubham Vohra:
Enhanced AI On-the-Edge 3D Vision Accelerated Point Cloud Spatial Computing Solution. 362-369 - Md. Imran Alam, Raju Halder:
Tailoring Taint Analysis for Database Applications in the K Framework. 370-377 - Rob E. Loke, R. Lam-Lion:
A Company's Corporate Reputation through the Eyes of Employees Measured with Sentiment Analysis of Online Reviews. 378-385
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