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26th ICEIS 2024: Angers, France - Volume 1
- Joaquim Filipe, Michal Smialek, Alexander Brodsky, Slimane Hammoudi:
Proceedings of the 26th International Conference on Enterprise Information Systems, ICEIS 2024, Angers, France, April 28-30, 2024, Volume 1. SCITEPRESS 2024, ISBN 978-989-758-692-7
Invited Speakers
- Giancarlo Guizzardi:
Semantic Models for Trustworthy Systems: A Hybrid Intelligence Augmentation Program. ICEIS 2024: 5 - Kecheng Liu:
Making Talents and Leadership Ready for the Digital Era: Challenges and Direction for Higher Education. ICEIS 2024: 7 - Juliette Mattioli:
AI Engineering: A Necessary Condition to Deploy Trustworthy AI in Industry. ICEIS 2024: 9 - Daniel Jackson:
Keynote Lecture. ICEIS 2024: 11
Databases and Information Systems Integration
- Adrian Abendroth
, Benedict Bender, Norbert Gronau:
The Evolution of Original ERP Customization: A Systematic Literature Review of Technical Possibilities. 17-27 - Konstantin Muehlbauer, Stephan Schnabel
Data-Driven Process Analysis of Logistics Systems: Implementation Process of a Knowledge-Based Approach. 28-38 - Fred E. R. Rabelo Ferreira, Robson do Nascimento Fidalgo:
A Performance Analysis for Efficient Schema Design in Cloud-Based Distributed Data Warehouses. 39-49 - Simon Nikolaj Vetter, Annika Zettl, Markus Michael Mützel, Omid Tafreschi:
Quantitative Analysis of the Relationship Between Master Data Quality and Process Quality. ICEIS (1) 2024: 50-60 - Eduardo Nascimento
Text-to-SQL Meets the Real-World. 61-72 - Larissa Roberta Teixeira, Igor A. R. Eleutério, Mirela T. Cazzolato, Marco A. Gutierrez, Agma J. M. Traina, Caetano Traina Jr.
KluSIM: Speeding up K-Medoids Clustering over Dimensional Data with Metric Access Method. 73-84 - F. M. Rademaker, Rob H. Bemthuis
Analyzing Sepsis Treatment Variations in Subpopulations with Process Mining. 85-94 - William Zaniboni Silva
Similarity-Slim Extension: Reducing Financial and Computational Costs of Similarity Queries in Document Collections in NoSQL Databases. 95-106 - Leonard Traeger, Andreas Behrend, George Karabatis:
Scoping: Towards Streamlined Entity Collections for Multi-Sourced Entity Resolution with Self-Supervised Agents. 107-115 - Ricardo C. Câmara de M. Santos
A Computer Vision-Based Method for Collecting Ground Truth for Mobile Robot Odometry. 116-127 - Mario Angos-Mediavilla, Michael Gorenzweig, Gerome Pahnke, André Pomp, Matthias Freund, Tobias Meisen:
Advancing Industry 4.0: Integrating Data Governance into Asset Administration Shell for Enhanced Interoperability. 128-140 - Luís Silva, Ivan Gomes, C. Mendes Araújo
A Regression Deep Learning Approach for Fashion Compatibility. 141-148 - Vanessa Meyer, Lena Wiese
An Information System for Training Assessment in Sports Analytics. 149-160 - Sahar Salmanzade Yazdi, Fatma Najar, Nizar Bouguila:
Generalizing Conditional Naive Bayes Model. 163-171 - Mónica Silva, Lersi Durán, Sofia Bermudez, Fábio Ferreira, Oksana Tymoshchuk
The Power of Information Visualization for Understanding the Impact of Digital Media Projects. 172-179 - Oksana Tymoshchuk
From Data to Insights: Research Centre Performance Assessment Model (PAM). 180-188 - Silvia Lucia Borowicc, Solange Nice Alves-Souza:
Heterogeneous Data Integration: A Literature Scope Review. 189-200 - Johannes Theissen-Lipp, Niklas Schäfer, Max Kocher
Extending Semantic RML Mappings with Additional Source Formats. 201-208 - Gian Paolo Jesi, Nicola Spazzoli, Andrea Odorizzi, Gianluca Mazzini:
What to Do when Privacy Issues Screw It Up: Ingestion Refactoring in a Big-Data Pipeline. 209-215 - João Víctor B. Marques, João Carlos D. Lima, Márcia Keske Soares, Fabrício André Rubin:
An Alternative Way to Analyze and Predict Consonant Clusters Productions in Brazilian Portuguese Phonological Assessments. 216-223 - Julian Bichl, Thomas Driessen, Melanie Langermeier, Bernhard Bauer:
GraphVault: A Temporal Graph Persistence Engine. 224-231 - Evandro Miguel Kuszera
MfCodeGenerator: A Code Generation Tool for NoSQL Data Access with ONM Support. 232-239 - Justin Schoenit, Seth Akins, Ramon Lawrence:
EmbedDB: A High-Performance Time Series Database for Embedded Systems. 240-249 - José Victor Marques dos Reis Melo, Inaldo Capistrano Costa, Juliana de Melo Bezerra, Celso Massaki Hirata:
A Comprehensive Blockchain-Based Architecture for Healthcare Systems. 250-257 - Ruimian Li, Kecheng Liu:
A Framework for Organisational Readiness Assessment in Digital Business Ecosystems Engagement. 258-264 - Adriana Lopes Damian, Cinthia Carrenho, Graziela Martin, Lucas Castro, Bruna Brotto, Frederick Lucan, Raquel Pignatelli da Silva:
Evaluating UX Factors on Mobile Devices: A Feasibility Study. 265-272 - Éric Bastos Costa Machado, Juliana de Melo Bezerra, Celso Massaki Hirata:
Architecture for Stablecoins with Cross-Chain Interoperability. 273-280 - Jones O. Avelino, Giselle F. Rosa, Gustavo R. Danon, Kelli F. Cordeiro, Maria Cláudia Cavalcanti:
Knowledge Graph Generation from Text Using Supervised Approach Supported by a Relation Metamodel: An Application in C2 Domain. 281-288 - Raslan Ribeiro, Rafaelli Coutinho, Daniel de Oliveira:
APOENA: Towards a Cloud Dimensioning Approach for Executing SQL-like Workloads Using Machine Learning and Provenance. 289-296 - Bianca Puerta Rocha Vieira, Rogério Eduardo Garcia
Exploring Popular Software Repositories: A Study on Sentiment Analysis and Commit Clustering. 297-304 - Giovani Farias, Timotio Cubaque, Eder Mateus Nunes Gonçalves, Diana Francisca Adamatti:
Analyzing Spatial Data with Heuristics Methods and Ensemble: A Case Study of Vehicle Routing Problem. 305-312 - Matheus Vieira, Thiago de Oliveira, Leandro Cicco, Daniel de Oliveira, Marcos V. N. Bedo:
From Tracking Lineage to Enhancing Data Quality and Auditing: Adding Provenance Support to Data Warehouses with ProvETL. 313-320 - Giuliana Barba, Mariangela Lazoi, Marianna Lezzi
Bibliometric Insights into Web Scraping and Advanced AI-Based Models for Valuable Business Data. 321-328 - Jean-Christian Ralaivao, Fabrice Razafindraibe, Angelo Raherinirina, Hasina Lalaina Rakotonirainy:
CWM Extensions for Knowledge and Metadata Integration for Complex Data Warehouse and Big Data. 329-336 - Mayank Patel, Minal Bhise:
A Hybrid Framework for Resource-Efficient Query Processing by Effective Utilization of Existing Resources. 337-344 - Paulo Henrique Mariano, Charles Tim Batista Garrocho, Carlos Frederico Cavalcanti, Ricardo Augusto Rabelo Oliveira:
Blockchain Applied to Security in Industrial Internet of Things Devices. 345-353 - Christian Haertel, Sarah Schramm, Matthias Pohl, Sascha Bosse, Daniel Staegemann, Christian Daase, Klaus Turowski:
A Methodology for Constructing Patterns for the Management of Data Science Projects. 354-365 - Paulo Henrique Cardoso Alves
The Future of Oil and Gas Offloading: Leveraging Blockchain for Enhanced Transparency and Efficiency. 366-373 - Vanessa Meyer, Lena Wiese
A Unified Teaching Platform for (No)SQL Databases. 374-381 - Sylvie Gerbaix, Sylvie Michel, Marc Bidan:
Coping with Artificial Intelligence Ethical Dilemma and Ethical Position Choices? 382-388 - Alfredo Cuzzocrea, Carmine Gallo, Marco Antonio Mastratisi:
Empowering Multidimensional Machine Learning over Cloud- Enabled Big Data Infrastructures with ClustCube. 389-396 - Ivka Ivas:
Implementation of Composable Enterprise in an Evolutionary Way Through Holistic Business-IT Delivery of Business Initiatives: Real Industry Use Case. 397-408 - Jeferson Lopes, Giancarlo Lucca, Rafael Huszcza, Amanda Mendes, Eduardo N. Borges, Pablo D. B. Guilherme, Leandro A. Pereira:
Integrated Data Repository System: Fusion, Learning and Sharing. 409-416 - Natapat Areerakulkan
A New Product's Demand Forecasting Using Artificial Neural Network. 417-424 - Jonathan Kuspil, João Vitor Souza Ribeiro, Gislaine Camila Lapasini Leal, Guilherme Corredato Guerino
Datasets on Mobile App Metadata and Interface Components to Support Data-Driven App Design. 425-432
Artificial Intelligence and Decision Support Systems
- Júlia Pelayo Rodrigues
Graph Convolutional Networks for Image Classification: Comparing Approaches for Building Graphs from Images. 437-446 - Kristian Verduin, Ruben Horn
The Traveling Tournament Problem: Rows-First versus Columns-First. 447-455 - Pedro Lucas Miguel, Alessandra Lumini, Giuliano Cardozo Medalha, Guilherme Freire Roberto, Guilherme Botazzo Rozendo, Adriano Mauro Cansian, Thaína A. A. Tosta, Marcelo Zanchetta do Nascimento, Leandro Alves Neves:
Improving Explainability of the Attention Branch Network with CAM Fostering Techniques in the Context of Histological Images. 456-464 - Erick da Silva Puls, Matheus V. Todescato, Joel Luís Carbonera:
An Evaluation of Pre-Trained Models for Feature Extraction in Image Classification. 465-476 - Rafael Oleques Nunes, Andre Suslik Spritzer, Carla Maria Dal Sasso Freitas, Dennis Giovani Balreira:
Out of Sesame Street: A Study of Portuguese Legal Named Entity Recognition Through In-Context Learning. 477-489 - Sarah Di Grande, Mariaelena Berlotti, Salvatore Cavalieri, Roberto Gueli:
Optimizing Planning Strategies: A Machine Learning Forecasting Model for Energy Aggregators and Hydropower Producers. 490-501 - Henry Julio Kobs, Henrique L. Krever, Denílson Ebling, Celio Trois:
SpectraNet: A Neural Network for Soybean Contents Prediction. 502-509 - Patrick B. N. Alvim, Jonathan C. F. da Silva, Vicente J. P. Amorim, Pedro S. O. Lazaroni, Mateus Coelho Silva, Ricardo A. R. Oliveira
The Power of Gyroscope Data: Advancing Human Movement Analysis for Walking and Running Activities. 510-519 - Diego Bazan, Raul Casanova, Willy Ugarte:
Use of Custom Videogame Dataset and YOLO Model for Accurate Handgun Detection in Real-Time Video Security Applications. 520-529 - Alexandre C. P. Pessoa, Darlan B. P. Quintanilha, João Dallyson Sousa de Almeida, Geraldo Braz Junior, Anselmo Cardoso de Paiva, António Cunha
A Comparative Analysis of EfficientNet Architectures for Identifying Anomalies in Endoscopic Images. 530-540 - Edna Dias Canedo
Teaching Practice Using ChatGPT in Higher Education. 541-552 - Giovanni Ciaramella, Fabio Martinelli, Francesco Mercaldo, Christian Peluso, Antonella Santone:
An Approach for Privacy-Preserving Mobile Malware Detection Through Federated Machine Learning. 553-563 - Dante Niewenhuis, Abdellah Salhi, Daan van den Berg:
Making Hard(er) Benchmark Functions: Genetic Programming. 567-578 - Gustavo M. C. Coelho, Alimed Celecia Ramos, Jefferson Alves de Sousa, Melissa Lemos, Maria Julia de Lima, Ana Mangeth, Isabella Zalcberg Frajhof, Marco A. Casanova:
Information Extraction in the Legal Domain: Traditional Supervised Learning vs. ChatGPT. 579-586 - Carlos Eduardo A. Ferreira, Débora C. Engelmann, Rafael H. Bordini, Joel Luis Carbonera, Alison R. Panisson
A Knowledge Base of Argumentation Schemes for Multi-Agent Systems. 587-594 - Jefferson de Morais Toledo, Thiago J. M. Moura:
Occupational Accidents Prediction in Brazilian States: A Machine Learning Based Approach. 595-602 - Insa Lemke, Nadine Schlüter:
Towards an Algorithm-Based Automatic Differentiation of Liability Cases by Analyzing Complaint Texts. 603-611 - Giulia Dotti
An Integrated Decision Support System for Intra-Logistics Management with Peripheral Storage and Centralized Distribution. 612-619 - Matheus Ferreira Mandarino, Tatianna Aparecida Pereira Beneteli, Luciano Perdigão Cota:
A Decision Support System Based on a Mixed-Integer Linear Programming Model for Location of Routers in Open-Pit Mines. 620-627 - Thales Vinicius de Brito Uê, Danilo Medeiros Eler, Iracimara de Anchieta Messias:
A Visual Analysis Approach to Static Postural Control Acquired by a Force Plate. 628-635 - Rafael Rodrigues Bastos
Exploratory Data Analysis in Cloud Computing Environments for Server Consolidation via Fuzzy Classification Models. 636-643 - Simone C. dos Santos
Artificial Intelligence in Sustainable Smart Cities: A Systematic Study on Applications, Benefits, Challenges, and Solutions. 644-655 - Angelo Corallo, Vito Del Vecchio, Alberto Di Prizio
Advanced AI-Based Solutions for Visual Inspection: A Systematic Literature Review. 656-664 - Maarten Voorneveld:
Exploring Implementation Parameters of Gen AI in Companies. 665-673 - Guilherme Botazzo Rozendo, Alessandra Lumini, Guilherme Freire Roberto, Thaína Aparecida Azevedo Tosta, Marcelo Zanchetta do Nascimento, Leandro Alves Neves:
X-GAN: Generative Adversarial Networks Training Guided with Explainable Artificial Intelligence. 674-681 - Igor Luiz Lampa, Vitoria Zanon Gomes, Geraldo Francisco Donegá Zafalon:
Recommendation Systems: A Deep Learning Oriented Perspective. 682-689 - Kalleb M. M. Abreu, Julio C. S. Reis, André Gustavo dos Santos, Giorgio Zucchi:
Explainable Machine Learning for Alarm Prediction. 690-697 - Anderson Claiton Lopes, Vitoria Zanon Gomes, Geraldo Francisco Donegá Zafalon:
Optimizing Natural Language Processing Applications for Sentiment Analysis. 698-705 - Kshitij Salil Malvankar, Enda Fallon
multiBERT: A Classifier for Sponsored Social Media Content. 706-713 - Rambod Rahmani, Marco Parola, Mario G. C. A. Cimino:
A Machine Learning Workflow to Address Credit Default Prediction. 714-720 - Iryna Didinova, Karel Macek:
Identification and Attribution of Access Roles Using Hierarchical Team Permission Analysis. 721-728 - Markus Bauer, Lennart Schneider, Marit Bernhardt, Christoph Augenstein, Glen Kristiansen, Bogdan Franczyk:
An Open-Source Approach for Digital Prostate Cancer Histopathology: Bringing AI into Practice. 729-738 - Sebastian Peralta-Ireijo, Bill Chavez-Arias, Willy Ugarte:
Deepbrokenhighways: Road Damage Recognition System Using Convolutional Neural Networks. 739-746 - Wyatt Harris, Sean Tseng, Tabatha Viso, Max Weissman, Chun-Kit Ngan:
Swarm Intelligence Path-Planning Pipeline and Algorithms for UAVs: Simulation, Analysis and Recommendation. 747-758 - Louis B. Rosenberg
Towards Collective Superintelligence: Amplifying Group IQ Using Conversational Swarms. 759-766 - Hua Guo, Weiqian Yi, Kecheng Liu:
Enhancing Constructive Learning: The Role of Generative AI in Personalised Learning Experiences. ICEIS (1) 2024: 767-770 - Vagner A. Seibert, Rafael Rodrigues Bastos
Toward Air Quality Fuzzy Classification. 771-778 - Wendgounda Francis Ouedraogo, Andreas Nürnberger:
Knowledge-Based Systems for Strengthening African Health Systems. 779-783 - Christian Daase, Christian Haertel, Klaus Turowski:
Explainable Business Intelligence for Video Analytics in Retail. 784-791 - Pedro H. G. Coelho, José F. M. do Amaral, Thiago M. Carvalho, R. A. Gomes, I. S. Cardoso, T. N. Souza:
A Fuzzy-Genetic Multi-Objective Optimization Method Applied to Deployment of Routers in Agricultural Crop Areas. 792-799 - Eduardo Nascimento
My Database User Is a Large Language Model. 800-806 - Srinidhi Karthikeyan, Takao Maruyama, Sankar Sivarajah:
Embedding a Data-Driven Decision-Making Work Culture in a Social Housing Environment. 807-811 - Tapio Pitkäranta, Leena Pitkäranta:
Bridging Human and AI Decision-Making with LLMs: The RAGADA Approach. 812-819 - João Antônio Toledo Rodrigues, Samuel Dos Anjos, Mateus Coelho Silva, Ricardo C. Câmara de M. Santos
Using Soft Computing and Computer Vision to Create and Control an Integrated Autonomous Robotic Manipulator Process. 820-827 - Antônio dos Santos Ramos Neto, Daniel Oliveira Dantas:
Building Damage Segmentation After Natural Disasters in Satellite Imagery with Mathematical Morphology and Convolutional Neural Networks. 828-836 - Noirane Getirana de Sá, Daniel Oliveira Dantas, Gilton José Ferreira da Silva:
Glaucoma Detection Using Transfer Learning with the Faster R-CNN Model and a ResNet-50-FPN Backbone. 837-844 - Christian Daase, Christian Haertel, Abdulrahman Nahhas, Alexander Zeier, Achim Ramesohl, Klaus Turowski:
On the Current State of Generative Artificial Intelligence: A Conceptual Model of Potentials and Challenges. 845-856 - Victor Rogério Sousa Ferreira, Anselmo Cardoso de Paiva, Aristófanes Corrêa Silva, João Dallyson Sousa de Almeida, Geraldo Braz Junior, Francesco Renna:
Diffusion Model for Generating Synthetic Contrast Enhanced CT from Non-Enhanced Heart Axial CT Images. 857-864 - Tomás Henrique Coelho Silva, Ricardo Augusto Rabelo Oliveira
Hydrocyclone Operational Condition Detection: Conceptual Prototype with Edge AI. 865-872 - Alexander V. Smirnov, Anton Agafonov
Studying Trustworthiness of Neural-Symbolic Models for Enterprise Model Classification via Post-Hoc Explanation. 873-880 - Roberto Rodriguez, Nestori Syynimaa
Exploring Applicability of LLM-Powered Autonomous Agents to Solve Real-life Problems: Microsoft Entra ID Administration Agent (MEAN). 881-887 - João Pereira, Wenderson Wanzeller, António Miguel Rosado da Cruz:
Generation of Breaking News Contents Using Large Language Models and Search Engine Optimization. 888-893 - D. Abbas, Joanna I. Olszewska:
Optical Character Recognition Based-On System for Automated Software Testing. 894-906 - Yue Wang, Yujie Hu, Wenjing Chang, Jianjun Yu:
A Multi-Feature Semantic Fusion and Bipartite Graph-Based Risk Identification Approach for Project Participation. ICEIS (1) 2024: 907-914
Software Agents and Internet Computing
- Gabriel Balbio V. Machado, Wladmir C. Brandão, Humberto T. Marques-Neto:
EQNet: A Post-Processing Approach to Manage Popularity Bias in Collaborative Filter Recommender Systems. 919-932 - Paulo do Amaral Costa
A Systematic Mapping on Software Aging and Rejuvenation Prediction Models in Edge, Fog and Cloud Architectures. 933-942 - Rodrigo Lucas Santos, Mateus Coelho Silva, Ricardo A. R. Oliveira
An Extension of Orbslam for Mobile Robot Using Lidar and Monocular Camera Data for SLAM Without Odometry. 943-954 - Yu-Liang Chi, Han-Yu Sung:
Building Knowledge-Based Applications in Technical Guide Based on Semantic Web Technology. ICEIS (1) 2024: 957-964 - Nathália Locatelli Cezar, Isabela Gasparini, Daniel Lichtnow, Gabriel Machado Lunardi, José Palazzo Moreira de Oliveira:
Exploring Strategies to Mitigate Cold Start in Recommender Systems: A Systematic Literature Mapping. 965-972 - João Víctor B. Marques, João Carlos D. Lima, Márcia Keske Soares, Fabrício André Rubin:
Module of Contrastive Analysis for a Phonological Assessment Software in Development. 973-980 - Diego Nuñez, Tomás Vélez, Paul Leger, Daniel San Martín:
A Reflective Architecture for Agent-Based Models Applied to Social Network Sites. 981-988 - María Garrido Arcos, José Jesús Castro-Schez, Rubén Grande, Santiago Schez-Sobrino, David Vallejo:
Enhancement of the Online Presence of Small and Medium Sized Enterprises with Minimum Impact on Traditional Business Activities in Towns and Cities. 989-996 - Matheus João Silva de Almeida, Julia Kerkoff Ladeira, Caio Gabriel Vicentin, Andre V. Carvalho Costa, Marcia Pasin, Vinícius K. Marini:
Machine Learning Support for Time-Efficient Processing Dangerous Driving Detection Using Vehicle Inertial Data. 997-1004 - Anselmo P. R. Costa, Cláudia L. R. Motta, Daniel Schneider:
Designing and Building a Low-Cost IoT Solution for Natural Disaster Monitoring and Mitigation: An Experience Report. 1005-1012
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