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24th ICEIS 2022 - Volume 1
- Joaquim Filipe, Michal Smialek, Alexander Brodsky, Slimane Hammoudi:
Proceedings of the 24th International Conference on Enterprise Information Systems, ICEIS 2022, Online Streaming, April 25-27, 2022, Volume 1. SCITEPRESS 2022, ISBN 978-989-758-569-2
Invited Speakers
- Davor Svetinovic:
Software Engineering Challenges in Blockchain-based Decentralized Systems. ICEIS (1) 2022: 5 - Brian Fitzgerald:
Crowdsourcing Software Development: Silver Bullet or Lead Balloon. ICEIS (1) 2022: 7 - Jan Mendling:
Past, Present, and Future of Visual Process Analytics. ICEIS (1) 2022: 9 - Birgit Penzenstadler:
Resilient Engineers and Sustainable Software: Levelling Up to the Challenges. ICEIS (1) 2022: 11
Databases and Information Systems Integration
- Nilson F. M. Mendes, Beatrice Bolsi, Manuel Iori:
An Iterated Local Search for a Pharmaceutical Storage Location Assignment Problem with Product-cell Incompatibility and Isolation Constraints. 17-26 - João P. C. Castro
, Lucas M. F. Romero, Anderson Chaves Carniel, Cristina Dutra de Aguiar Ciferri:
FAIR Principles and Big Data: A Software Reference Architecture for Open Science. 27-38 - Evilásio Costa Junior, Rossana M. C. Andrade, Amanda D. P. Venceslau, Pedro Almir Martins de Oliveira, Ismayle S. Santos, Breno Silva Oliveira:
Where Is the Internet of Health Things Data? 39-49 - Simone Malacaria, Andrea De Mauro
An Application of the Analytic Hierarchy Process to the Evaluation of Companies' Data Maturity. 50-61 - Renee Albrecht, Sietse Overbeek, Inge van de Weerd:
A Data Quality Management Framework to Support Delivery and Consultancy of CRM Platforms. 62-74 - Óscar Oliveira
An Extensible Framework for Data Reliability Assessment. 77-84 - Emille Catarine Rodrigues Cançado, Ian Nery Bandeira
Exploring User-centered Requirements Validation and Verification Techniques in a Social Inclusion Context. 85-92 - Carl Christophe Louis Søilen-Knutsen, Bjørnar Tessem:
Data Sharing for Fraud Detection in Insurance: Challenges and Possibilities. 93-99 - Alexander Gerling, Oliver Kamper, Christian Seiffer, Holger Ziekow, Ulf Schreier, Andreas Hess, Djaffar Ould Abdeslam:
Results from using an Automl Tool for Error Analysis in Manufacturing. 100-111 - Christian Mertens, Andreas Nürnberger:
DMISTA: Conceptual Data Model for Interactions in Support Ticket Administration. 112-119 - Razieh L. Saremi, Hardik Yardik, Julian Togelius, Ye Yang, Guenther Ruhe:
An Evolutionary Algorithm for Task Scheduling in Crowdsourced Software Development. 120-128 - Susanna E. S. Campher
Semantic Metadata Requirements for Data Warehousing from a Dimensional Modeling Perspective. 129-136 - Dennis G. J. C. Maneschijn
A Methodology for Aligning Process Model Abstraction Levels and Stakeholder Needs. 137-147 - Paulo Lana, Cristiane Nobre, Luis E. Zárate, Mark A. J. Song:
Formal Concept Analysis Applied to a Longitudinal Study of COVID-19. 148-154 - Deivid Santos, Cristiane Nobre, Luis E. Zárate, Mark A. J. Song:
Application of Formal Concept Analysis and Data Mining to Characterize Infant Mortality in Two Regions of the State of Minas Gerais. 155-162 - Maria Helena Franciscatto, Marcos Didonet Del Fabro, Luis Carlos Erpen De Bona, Celio Trois, Hegler Tissot:
Blending Topic-based Embeddings and Cosine Similarity for Open Data Discovery. 163-170 - Gunawan:
ICT Development and Food Consumption: An Impact of Online Food Delivery Services. 171-178 - Jonnathan Lopes, Maicon Bernardino, Fábio Basso, Elder Rodrigues:
Entity-relationship Modeling Tools and DSLs: Is It Still Possible to Advance the State of the Art from Observations in Practice? 179-186 - Alfredo Cuzzocrea, Edoardo Fadda
Virus Spread Modeling and Simulation: A Behavioral Parameters Approach and Its Application to Covid-19. 187-193 - Mohamed Hamroun, Henri Nicolas
Multimedia Indexing and Retrieval: Optimized Combination of Low-level and High-level Features. 194-202 - André Pomp, Andreas Burgdorf
Towards Unlocking the Potential of the Internet of Things for the Skilled Crafts. 203-210 - Kristina Kovacikova
Analysis of Aeronautical Mobile Airport Communication System. 211-217 - Vânia Jesus de Araújo Soares Borges
A Platform to Generate FAIR Data for COVID-19 Clinical Research in Brazil. 218-225 - Fatma Abdelhédi, Rym Jemmali
Data Ingestion from a Data Lake: The Case of Document-oriented NoSQL Databases. 226-233 - Eric Gondran, Giancarlo Lucca, Rafael A. Berri, Hélida S. Santos, Eduardo N. Borges:
Analyzing the Determinant Characteristics for a Good Performance at ENADE Brazilian Exam Stratified by Teaching Modality: Face-to-face versus Online. 234-242 - Yifeng Zhou, Shichao Lin, Qi Zhao:
Steiner Tree-based Collaborative Learning Group Formation in Trust Networks. 243-250 - Janis Peksa, Janis Grabis:
Integration of the Autonomous Open Data Prediction Framework in ERP Systems. 251-258 - Elder Costa, João Pedro Lorenzo de Siqueira, Carlos Eduardo Pantoja
Integrity: An Object-relational Framework for Data Security. 259-266 - Nguyen Minh Tuan
Machine Learning Performance on Predicting Banking Term Deposit. 267-272 - Samir de O. Ramos, Ronaldo R. Goldschmidt
Social Bots Detection: A Method based on a Sentiment Lexicon Learned from Messages. 273-280 - Lixin Fu, Rohith Rangineni:
DL-CNN: Double Layered Convolutional Neural Networks. 281-286 - Javier A. Guerra
Performance of Raspberry Pi during Blockchain Execution using Proof of Authority Consensus. 287-292
Artificial Intelligence and Decision Support Systems
- Luís Marcello Moraes Silva, Carlos Roberto Valêncio, Geraldo Francisco Donegá Zafalon, Angelo Cesar Columbini:
Feature Selection with Hybrid Bio-inspired Approach for Classifying Multi-idiom Social Media Sentiment Analysis. 297-307 - Anderson Lima, Luciano Monteiro, Ana Paula Furtado:
MLOps: Practices, Maturity Models, Roles, Tools, and Challenges - A Systematic Literature Review. 308-320 - Tristan Langer
Gideon-TS: Efficient Exploration and Labeling of Multivariate Industrial Sensor Data. 321-331 - Marek Hütsch, Tobias Wulfert:
A Structured Literature Review on the Application of Machine Learning in Retail. 332-343 - Victor Monteiro Silva, Damires Yluska de Souza Fernandes, Alex Sandro da Cunha Rego:
Predicting Mortality Risk among Elderly Inpatients with Pneumonia: A Machine Learning Approach. 344-354 - Gustavo M. C. Coelho, Alimed Celecia Ramos, Jefferson Alves de Sousa, Melissa Cavaliere, Maria Julia de Lima, Ana Mangeth, Isabella Zalcberg Frajhof, Cesar Cury, Marco A. Casanova:
Text Classification in the Brazilian Legal Domain. 355-363 - Andrzej Chmielowiec
Global Spare Parts Exploitation Costs Optymization and Its Reduction to Rectangular Knapsack Problem. 364-373 - Lucas B. Sena, Francisco D. B. S. Praciano, Iago C. Chaves, Felipe T. Brito, Eduardo Rodrigues Duarte Neto, José Maria Monteiro, Javam C. Machado:
AUDIO-MC: A General Framework for Multi-context Audio Classification. 374-383 - João Medrado Gondim
Towards Image Captioning for the Portuguese Language: Evaluation on a Translated Dataset. 384-393 - Marco Spieß, Peter Reimann, Christian Weber, Bernhard Mitschang:
Analysis of Incremental Learning and Windowing to Handle Combined Dataset Shifts on Binary Classification for Product Failure Prediction. 394-405 - Xu Han, Alexander Brodsky:
Toward Cloud Manufacturing: A Decision Guidance Framework for Markets of Virtual Things. 406-417 - Bihi Sabiri
Mechanism of Overfitting Avoidance Techniques for Training Deep Neural Networks. 418-427 - Bihi Sabiri
Impact of Hyperparameters on the Generative Adversarial Networks Behavior. 428-438 - Guilherme Silva, Pedro H. L. Silva, Mariana R. F. Mota, Eduardo Luz, Gladston Moreira:
An Efficient Contact Lens Spoofing Classification. 441-448 - Badiâa Dellal-Hedjazi, Zaia Alimazighi:
LSTM Network Learning for Sentiment Analysis. 449-454 - Christine Markarian:
Online Set Cover With Rated Subsets. 455-461 - Ivan George L. Tarun
Robust Face Mask Detection with Combined Frontal and Angled Viewed Faces. 462-470 - Fabricio Torrico-Pacherre, Ian Maguiña-Mendoza, Willy Ugarte:
Detecting Turistic Places with Convolutional Neural Networks. 471-478 - Federico A. Galatolo
Zero-shot Mathematical Problem Solving via Generative Pre-trained Transformers. 479-483 - Mahsa Pourbafrani
Process Diagnostics at Coarse-grained Levels. 484-491 - Stanislav Selitskiy
Kolmogorov's Gate Non-linearity as a Step toward Much Smaller Artificial Neural Networks. 492-499 - Fernando Boccanera, Alexander Brodsky:
Opti-Soft+: A Recommender and Sensitivity Analysis for Optimal Software Feature Selection and Release Planning. 500-513 - Pedro Henrique Gouvêa Coelho, José F. M. do Amaral, Eduardo Nepomuceno da Rocha, Matheus C. Bentes:
Audio Circuits Evolution through Genetic Algorithms. 514-520 - Vítor M. Magalhães, Giancarlo Lucca, Alessandro de Lima Bicho
On the Methods to Predict Moisture Content on Wood: A Literature Review. 521-528 - Tatjana Schkarin, Alexander Dobhan:
Prerequisites for Applying Artificial Intelligence for Scheduling in Small- and Medium-sized Enterprises. 529-536 - Lorena Rodrigues Bruno, Stéphane Julia:
A Symbolic Time Constraint Propagation Mechanism Proposal for Workflow Nets. 537-544 - Junior Zilles, Giancarlo Lucca, Eduardo Nunes Borges:
A Literature Review on Methods for Learning to Rank. 545-552 - Iago C. Chaves, Antônio Diogo Forte Martins, Francisco D. B. S. Praciano, Felipe T. Brito, José Maria Monteiro, Javam C. Machado:
BPA: A Multilingual Sentiment Analysis Approach based on BiLSTM. 553-560 - Frederico Luiz Martins de Sousa, Mateus Coelho Silva, Ricardo Augusto Rabelo Oliveira
Applying Edge AI towards Deep-learning-based Monocular Visual Odometry Model for Mobile Robotics. 561-568 - Zahra Hatami, Hesham Ali, David Volkman, Prasad Chetti:
A New Approach for Analyzing Financial Markets using Correlation Networks and Population Analysis. 569-577 - Carolina L. S. Cipriano, Domingos Alves Dias Júnior, Petterson Sousa Diniz, Luiz F. Marin, Anselmo Cardoso de Paiva
Detection and Delimitation of Natural Gas in Seismic Images using MLP-Mixer and U-Net. 578-585 - Alexander V. Smirnov, Nikolay Teslya, Nikolay Shilov, Diethard Frank, Elena Minina, Martin Kovacs:
Comparative Analysis of Neural Translation Models based on Transformers Architecture. 586-593 - David Neves, Ricardo Augusto Rabelo Oliveira
A Performance Benchmark of Formulated Methods for Forecast or Reconstruct Trajectories Associated to the Process Control in Industry 4.0. 594-601 - Nathan Formentin Garcia, Rômulo A. Strzoda, Giancarlo Lucca, Eduardo N. Borges:
A Performance Analysis of Classifiers on Imbalanced Data. 602-609 - Alice Nannini, Federico A. Galatolo
Using Deep Learning-based Object Detection to Extract Structure Information from Scanned Documents. 610-615 - Christine Markarian:
Online Non-metric Facility Location with Service-Quality Costs. 616-622 - Mohammad Julashokri, Suzana Monteiro Leonardi, Pedro Seabra:
Tourism Integrated Recommender System: Setubal Peninsula Case Study. 623-627 - Victor Ulisses Pugliese:
An ML Agent using the Policy Gradient Method to win a SoccerTwos Game. 628-633 - Aluízio Haendchen Filho, Filipe Sateles Porto de Lima, Hércules Antônio do Prado, Edilson Ferneda, Adson Marques da Silva Esteves, Rudimar L. S. Dazzi:
Automatic Evaluation of Textual Cohesion in Essays. 634-640
Software Agents and Internet Computing
- Goloviatinski Sergiy, Herbelin Ludovic, José Mancera
On-development of a GDPR Compliant Graph-based Recommender Systems. 645-654 - Christoph Stoiber, Stefan Schönig:
Patterns for IoT-based Business Process Improvements: Developing a Metamodel. 655-666 - Liana M. Carvalho, Valéria Lelli, Rossana M. C. Andrade:
Performance Testing Guide for IoT Applications. 667-678 - Milton Boos Junior, Lucas Sakurada, Paulo Leitão
Integrating a Multi-Agent Smart Parking System using Cloud Technologies. 681-689 - Luca Rolshoven, Corina Masanti, Jhonny Pincay, Luis Terán
MovieOcean: Assessment of a Personality-based Recommender System. 690-698 - Alexander Paulus, Andreas Burgdorf
Using Node Embeddings to Generate Recommendations for Semantic Model Creation. 699-708 - Salvatore Cavalieri, Giulio Cantali, Andrea Susinna:
On the Integration of Smart Grid and IoT. 709-716 - Thiago Alexandre Nakao França, Rodrigo Campiolo, Lilian Caroline Xavier Candido:
A Case Study for Minimal Cost Shopping in a Cluster of Online Stores. 717-723 - Adson Marques da Silva Esteves, Aluízio Haendchen Filho, André Luís Alice Raabe, Angélica Karize Viecelli, Jeferson Miguel Thalheimer, Lucas Debatin:
Adaptive Learning Content Recommendation using a Probabilistic Cluster Algorithm. 724-731 - Yang Hoong, Davar Rezania:
The Push and Pull of Cybersecurity Adoption: A Positional Paper. 732-736
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