Author: "Machado, Jose" / Topic: machine learning - Searchworks@Jio Institute Digital Library Search Results

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1. A Comprehensive Digital Solution for Identifying and Addressing Academic Risk in Middle Education

Author: Magalhães, Renata, Durães, Dalila, Costa, António, Machado, José, Novais, Paulo, Goos, Gerhard, Series Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Julian, Vicente, editor, Camacho, David, editor, Yin, Hujun, editor, Alberola, Juan M., editor, Nogueira, Vitor Beires, editor, Novais, Paulo, editor, and Tallón-Ballesteros, Antonio, editor
Published: 2025
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2. Deep Learning Approaches for Socially Contextualized Acoustic Event Detection in Social Media Posts

Author: Hajihashemi, Vahid, Gharahbagh, Abdorreza Alavi, Ferreira, Marta Campos, Machado, José J. M., Tavares, João Manuel R. S., Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Rocha, Álvaro, editor, Adeli, Hojjat, editor, Dzemyda, Gintautas, editor, Moreira, Fernando, editor, and Poniszewska-Marańda, Aneta, editor
Published: 2024
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3. A Machine Learning Approach to Evaluating the Relationship Between Dental Extraction and Craniofacial Growth in Adolescents

Author: Hernández, Guillermo, González-Briones, Alfonso, Machado, José, Chamoso, Pablo, Novais, Paulo, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Anutariya, Chutiporn, editor, and Bonsangue, Marcello M., editor
Published: 2023
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4. A Comprehensive Study on Personal and Medical Information to Predict Diabetes

Author: Pimenta, Nuno, Sousa, Regina, Peixoto, Hugo, Machado, José, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Omatu, Sigeru, editor, Mehmood, Rashid, editor, Sitek, Pawel, editor, Cicerone, Serafino, editor, and Rodríguez, Sara, editor
Published: 2023
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5. Improving the Effectiveness of Heart Disease Diagnosis with Machine Learning

Author: Oliveira, Catarina, Sousa, Regina, Peixoto, Hugo, Machado, José, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, González-Briones, Alfonso, editor, Almeida, Ana, editor, Fernandez, Alberto, editor, El Bolock, Alia, editor, Durães, Dalila, editor, Jordán, Jaume, editor, and Lopes, Fernando, editor
Published: 2022
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6. Data Mining for the Prediction of Fetal Malformation Through Cardiotocography Data

Author: Nogueira, Maria, Ferreira, Diana, Neto, Cristiana, Abelha, António, Machado, José, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Rocha, Álvaro, editor, Ferrás, Carlos, editor, López-López, Paulo Carlos, editor, and Guarda, Teresa, editor
Published: 2021
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7. Prediction of Length of Stay for Stroke Patients Using Artificial Neural Networks

Author: Neto, Cristiana, Brito, Maria, Peixoto, Hugo, Lopes, Vítor, Abelha, António, Machado, José, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Rocha, Álvaro, editor, Adeli, Hojjat, editor, Reis, Luís Paulo, editor, Costanzo, Sandra, editor, Orovic, Irena, editor, and Moreira, Fernando, editor
Published: 2020
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8. Anticipating Maintenance in Telecom Installation Processes

Author: Costa, Diana, Pereira, Carlos, Peixoto, Hugo, Machado, José, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Analide, Cesar, editor, Novais, Paulo, editor, Camacho, David, editor, and Yin, Hujun, editor
Published: 2020
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9. Integrating a Data Mining Engine into Recommender Systems

Author: Peixoto, Vitor, Peixoto, Hugo, Machado, José, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Analide, Cesar, editor, Novais, Paulo, editor, Camacho, David, editor, and Yin, Hujun, editor
Published: 2020
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10. Optimization Techniques to Detect Early Ventilation Extubation in Intensive Care Units

Author: Oliveira, Pedro, Portela, Filipe, Santos, Manuel F., Machado, José, Abelha, António, Silva, Álvaro, Rua, Fernando, Kacprzyk, Janusz, Series editor, Rocha, Álvaro, editor, Correia, Ana Maria, editor, Adeli, Hojjat, editor, Reis, Luis Paulo, editor, and Mendonça Teixeira, Marcelo, editor
Published: 2016
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11. Human-Assisted vs. Deep Learning Feature Extraction: An Evaluation of ECG Features Extraction Methods for Arrhythmia Classification Using Machine Learning.

Author: Montenegro, Larissa, Abreu, Mariana, Fred, Ana, and Machado, Jose M.
Subjects: CONVOLUTIONAL neural networks, DEEP learning, ARTIFICIAL neural networks, FEATURE extraction, MACHINE learning, ARRHYTHMIA, FEATURE selection
Abstract: The success of arrhythmia classification tasks with Machine Learning (ML) algorithms is based on the handcrafting extraction of features from Electrocardiography (ECG) signals. However, feature extraction is a time-consuming trial-and-error approach. Deep Neural Network (DNN) algorithms bypass the process of handcrafting feature extraction since the algorithm extracts the features automatically in their hidden layers. However, it is important to have access to a balanced dataset for algorithm training. In this exploratory research study, we will compare the evaluation metrics among Convolutional Neural Networks (1D-CNN) and Support Vector Machines (SVM) using a dataset based on the merged public ECG signals database TNMG and CINC17 databases. Results: Both algorithms showed good performance using the new, merged ECG database. For evaluation metrics, the 1D-CNN algorithm has a precision of 93.04%, an accuracy of 93.07%, a recall of 93.20%, and an F1-score of 93.05%. The SVM classifier (λ = 10, C = 10 × 109) achieved the best classification metrics with two combined, handcrafted feature extraction methods: Wavelet transforms and R-peak Interval features, which achieved an overall precision of 89.04%, accuracy of 92.00%, recall of 94.20%, and F1-score of 91.54%. As an unique input feature and SVM ( λ = 10 , C = 100 ), wavelet transforms achieved precision, accuracy, recall, and F1-score metrics of 86.15%, 85.33%, 81.16%, and 83.58%. Conclusion: Researchers face a challenge in finding a broad dataset to evaluate ML models. One way to solve this problem, especially for deep learning models, is to combine several public datasets to increase the amount of data. The SVM and 1D-CNN algorithms showed positive results with the merge of databases, showing similar F1-score, precision, and recall during arrhythmia classification. Despite the favorable results for both of them, it should be considered that in the SVM, feature selection is a time-consuming trial-and-error process; meanwhile, CNN algorithms can reduce the workload significantly. The disadvantage of CNN algorithms is that it has a higher computational processing cost; moreover, in the absence of access to powerful computational processing, the SVM can be a reliable solution. [ABSTRACT FROM AUTHOR]
Published: 2022
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12. AIMSM - A Mechanism to Optimize Systems with Multiple AI Models: A Case Study in Computer Vision for Autonomous Mobile Robots

Author: Ferreira, Bruno Georgevich, Sousa, Armando Jorge, Reis, Luis Paulo, Augusto de Sousa, António, Rodrigues, Rui, Rossetti, Rosaldo, Goos, Gerhard, Series Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Santos, Manuel Filipe, editor, Machado, José, editor, Novais, Paulo, editor, Cortez, Paulo, editor, and Moreira, Pedro Miguel, editor
Published: 2025
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13. Defect Detection in the Painting of Combustion Device Covers Using the Deflectometry Method and YOLOv8

Author: Silva, João, Rito, Rodrigo, Completo, António, Semitela, Ângela, Rino, Luís, Antunes, Paulo, Oliveira, José, Costa, Diogo, Lau, Nuno, Santos, José, Goos, Gerhard, Series Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Santos, Manuel Filipe, editor, Machado, José, editor, Novais, Paulo, editor, Cortez, Paulo, editor, and Moreira, Pedro Miguel, editor
Published: 2025
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14. A Multidimensional Taxonomy for Recent Trends in Explainable Artificial Intelligence

Author: Carvalho, Isabel, Gonçalo Oliveira, Hugo, Silva, Catarina, Goos, Gerhard, Series Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Santos, Manuel Filipe, editor, Machado, José, editor, Novais, Paulo, editor, Cortez, Paulo, editor, and Moreira, Pedro Miguel, editor
Published: 2025
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15. Assessing Advanced Computer Vision Techniques in Aerial Imagery: A Case Study on Transmission Tower Identification

Author: Freire, Daniela L., de Carvalho, Andre C. P. L. F., Peterlevitz, Augusto José, Chinelatto, Mateus Antonio, da Silva, Ricardo Dutra, Perea, Juan Fernando Rojas, Goos, Gerhard, Series Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Santos, Manuel Filipe, editor, Machado, José, editor, Novais, Paulo, editor, Cortez, Paulo, editor, and Moreira, Pedro Miguel, editor
Published: 2025
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16. Dynamic Online Parameter Configuration of Genetic Algorithms Using Reinforcement Learning

Author: Oliveira, Vítor, Pinto, Tiago, Ramos, Carlos, Goos, Gerhard, Series Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Santos, Manuel Filipe, editor, Machado, José, editor, Novais, Paulo, editor, Cortez, Paulo, editor, and Moreira, Pedro Miguel, editor
Published: 2025
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17. Acute Pancreatitis Mortality Prediction with Federated Learning

Author: Vieira, Pedro, Maia, Eva, Praça, Isabel, Goos, Gerhard, Series Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Santos, Manuel Filipe, editor, Machado, José, editor, Novais, Paulo, editor, Cortez, Paulo, editor, and Moreira, Pedro Miguel, editor
Published: 2025
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18. Evaluating Asthma in Equines with Video Recordings

Author: Gomes, Carolina, Tilley, Paula, Coheur, Luisa, Goos, Gerhard, Series Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Santos, Manuel Filipe, editor, Machado, José, editor, Novais, Paulo, editor, Cortez, Paulo, editor, and Moreira, Pedro Miguel, editor
Published: 2025
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19. Predicting Surgical Site Infections: A Time to Event Approach

Author: Lopes, Tiago, Duarte, Júlio, Cardoso, Sara, Miranda, João, Guimarães, Tiago, Santos, Manuel Filipe, Goos, Gerhard, Series Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Santos, Manuel Filipe, editor, Machado, José, editor, Novais, Paulo, editor, Cortez, Paulo, editor, and Moreira, Pedro Miguel, editor
Published: 2025
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20. Profiling Atopic Dermatitis Patients Using Decision Tree Classifiers to Anticipate Dupilumab Response

Author: Duarte, Ana, Belo, Orlando, Goos, Gerhard, Series Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Santos, Manuel Filipe, editor, Machado, José, editor, Novais, Paulo, editor, Cortez, Paulo, editor, and Moreira, Pedro Miguel, editor
Published: 2025
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21. Exploration of Computer Vision Systems in the Recognition of Characteristics in Parts in an Industrial Environment

Author: Rodrigues, João, Ribeiro, Jorge, Goos, Gerhard, Series Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Santos, Manuel Filipe, editor, Machado, José, editor, Novais, Paulo, editor, Cortez, Paulo, editor, and Moreira, Pedro Miguel, editor
Published: 2025
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22. Detection of Potentially Non-compliant Clauses in Online ToS in Portuguese

Author: Tocchini, Matheus, Rocha, Igor M., de Barros, Raphael M., e Silva, Jéssica O., Garcia, Ananda F., Zular, Felipe, Maranhão, Juliano, Sichman, Jaime, Goos, Gerhard, Series Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Santos, Manuel Filipe, editor, Machado, José, editor, Novais, Paulo, editor, Cortez, Paulo, editor, and Moreira, Pedro Miguel, editor
Published: 2025
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23. Transparency vs Explanation of Machine Learning Algorithms: Perspectives from Recent Legal Proceedings

Author: Nnawuchi, Uchenna, George, Carlisle, Kammueller, Florian, Goos, Gerhard, Series Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Santos, Manuel Filipe, editor, Machado, José, editor, Novais, Paulo, editor, Cortez, Paulo, editor, and Moreira, Pedro Miguel, editor
Published: 2025
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24. Predictive Analytics in Education: A Comparative Analysis of Machine Learning Models for Predicting Student Performance

Author: Durães, Dalila, Lacerda, Beatriz, Bezerra, Rita, Novais, Paulo, Goos, Gerhard, Series Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Santos, Manuel Filipe, editor, Machado, José, editor, Novais, Paulo, editor, Cortez, Paulo, editor, and Moreira, Pedro Miguel, editor
Published: 2025
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25. Why Do Big Data and Machine Learning Entail the Fractional Dynamics?

Author: Niu, Haoyu, Chen, YangQuan, West, Bruce J., and Tenreiro Machado, Jose A.
Subjects: MACHINE learning, SIGNAL processing, STOCHASTIC models, BIG data, FRACTIONAL calculus
Abstract: Fractional-order calculus is about the differentiation and integration of non-integer orders. Fractional calculus (FC) is based on fractional-order thinking (FOT) and has been shown to help us to understand complex systems better, improve the processing of complex signals, enhance the control of complex systems, increase the performance of optimization, and even extend the enabling of the potential for creativity. In this article, the authors discuss the fractional dynamics, FOT and rich fractional stochastic models. First, the use of fractional dynamics in big data analytics for quantifying big data variability stemming from the generation of complex systems is justified. Second, we show why fractional dynamics is needed in machine learning and optimal randomness when asking: "is there a more optimal way to optimize?". Third, an optimal randomness case study for a stochastic configuration network (SCN) machine-learning method with heavy-tailed distributions is discussed. Finally, views on big data and (physics-informed) machine learning with fractional dynamics for future research are presented with concluding remarks. [ABSTRACT FROM AUTHOR]
Published: 2021
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26. Machine Learning Algorithms for Quality Control Problem

Author: Musial, Kamil, Kochańska, Joanna, Balashov, Artem, Burduk, Anna, Butdee, Suthep, Chaari, Fakher, Series Editor, Gherardini, Francesco, Series Editor, Ivanov, Vitalii, Series Editor, Haddar, Mohamed, Series Editor, Cavas-Martínez, Francisco, Editorial Board Member, di Mare, Francesca, Editorial Board Member, Kwon, Young W., Editorial Board Member, Tolio, Tullio A. M., Editorial Board Member, Trojanowska, Justyna, Editorial Board Member, Schmitt, Robert, Editorial Board Member, Xu, Jinyang, Editorial Board Member, Machado, Jose, editor, Soares, Filomena, editor, Antosz, Katarzyna, editor, Cagáňová, Dagmar, editor, Manupati, Vijaya Kumar, editor, and Pereira, Alejandro, editor
Published: 2024
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27. Forecasting the Feasibility of Autonomous Mobile Robots Performing Tasks Using AutoML

Author: Poskart, Bartosz, Iskierka, Grzegorz, Krot, Kamil, Telesiński, Bolesław, Husár, Jozef, Chaari, Fakher, Series Editor, Gherardini, Francesco, Series Editor, Ivanov, Vitalii, Series Editor, Haddar, Mohamed, Series Editor, Cavas-Martínez, Francisco, Editorial Board Member, di Mare, Francesca, Editorial Board Member, Kwon, Young W., Editorial Board Member, Tolio, Tullio A. M., Editorial Board Member, Trojanowska, Justyna, Editorial Board Member, Schmitt, Robert, Editorial Board Member, Xu, Jinyang, Editorial Board Member, Machado, Jose, editor, Soares, Filomena, editor, Ottaviano, Erika, editor, Valášek, Petr, editor, Reddy D., Mallikarjuna, editor, Perondi, Eduardo André, editor, and Basova, Yevheniia, editor
Published: 2024
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28. Machine Learning Algorithms in Scheduling Problems: An Overview and Future Paths

Author: Dias, Daniel, Santos, André S., Varela, Leonilde R., Chaari, Fakher, Series Editor, Gherardini, Francesco, Series Editor, Ivanov, Vitalii, Series Editor, Haddar, Mohamed, Series Editor, Cavas-Martínez, Francisco, Editorial Board Member, di Mare, Francesca, Editorial Board Member, Kwon, Young W., Editorial Board Member, Tolio, Tullio A. M., Editorial Board Member, Trojanowska, Justyna, Editorial Board Member, Schmitt, Robert, Editorial Board Member, Xu, Jinyang, Editorial Board Member, Machado, Jose, editor, Soares, Filomena, editor, Yildirim, Sahin, editor, Vojtěšek, Jiří, editor, Rea, Pierluigi, editor, Gramescu, Bogdan, editor, and Hrybiuk, Olena O., editor
Published: 2024
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29. Mobile Switching Propensity Model: A Machine Learning Approach

Author: Dias, Rita N., Gomes, João J. F., Ramos, Filipe R., Almeida, Susana C., Dias, Margarida P., Chaari, Fakher, Series Editor, Gherardini, Francesco, Series Editor, Ivanov, Vitalii, Series Editor, Haddar, Mohamed, Series Editor, Cavas-Martínez, Francisco, Editorial Board Member, di Mare, Francesca, Editorial Board Member, Kwon, Young W., Editorial Board Member, Tolio, Tullio A. M., Editorial Board Member, Trojanowska, Justyna, Editorial Board Member, Schmitt, Robert, Editorial Board Member, Xu, Jinyang, Editorial Board Member, Machado, Jose, editor, Soares, Filomena, editor, Yildirim, Sahin, editor, Vojtěšek, Jiří, editor, Rea, Pierluigi, editor, Gramescu, Bogdan, editor, and Hrybiuk, Olena O., editor
Published: 2024
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30. Systems Engineering: Availability and Reliability.

Author: Antosz, Katarzyna, Antonelli, Dario, Antosz, Katarzyna, Machado, Jose, Mazurkiewicz, Dariusz, and Soares, Filomena
Subjects: History of engineering & technology, Technology: general issues, Copula function, DSM, Handy bauxite carrier, Industry 4.0, Internet of Things, Naive Bayes, Quality check, Young's modulus, air compression system, ant colony optimisation, apparent compression modulus, artificial intelligence, availability, bike frame, bonded condition, collaborative robots, common beta hypothesis (CBH) test, compression, cork-rubber composites, cost, coupling correlation, decision trees, fault propagation behaviour, fault propagation intensity, flow shop, gear oil, graphical user interface, hidden Markov model, human robot collaboration, importance measure, inventory systems, job shop, level of heterogeneity, lubricity, machine learning, machining centre, maintenance, mathematical model, mean time between failure (MTBF), medical parallel robot, meta-analysis, moth flame optimization algorithm, multi-dimensional theory, n/a, network-based distributed manufacturing systems, nitrogen generation system, on-line monitoring, operational reliability, performance evaluation, petroleum equipment, precision steel tape, predictive maintenance, predictive scheduling, preventive maintenance, process safety, random forest, reliability, risk assessment, risk management, risk performance reasoning, robotic assisted cancer treatment, roller-tape contact pair, roller-tape interactions, safety, safety assurance, sensitivity analysis, supplier classification, support vector machines, tape transportation, text mining, time between failure (TBF), truck unloading system, utility module, wear
Abstract: Summary: Current trends in Industry 4.0 are largely related to issues of reliability and availability. As a result of these trends and the complexity of engineering systems, research and development in this area needs to focus on new solutions in the integration of intelligent machines or systems, with an emphasis on changes in production processes aimed at increasing production efficiency or equipment reliability. The emergence of innovative technologies and new business models based on innovation, cooperation networks, and the enhancement of endogenous resources is assumed to be a strong contribution to the development of competitive economies all around the world. Innovation and engineering, focused on sustainability, reliability, and availability of resources, have a key role in this context. The scope of this Special Issue is closely associated to that of the ICIE'2020 conference. This conference and journal's Special Issue is to present current innovations and engineering achievements of top world scientists and industrial practitioners in the thematic areas related to reliability and risk assessment, innovations in maintenance strategies, production process scheduling, management and maintenance or systems analysis, simulation, design and modelling.

31. Detecting Fraudulent Wallets in Ethereum Blockchain Combining Supervised and Unsupervised Techniques - Using Autoencoders and XGboost

Author: Crisostomo, Joao, Lobo, Victor, Bacao, Fernando, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Machado, José Manuel, editor, Prieto, Javier, editor, Vieira, Paulo, editor, Peixoto, Hugo, editor, Abelha, António, editor, Arroyo, David, editor, and Vigneri, Luigi, editor
Published: 2023
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32. An Augmented System Based on Machine Learning for Boccia Assisted Gameplay

Author: Cruz, João, Silva, Vinícius, Esteves, João Sena, Soares, Filomena, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Burduk, Anna, editor, Batako, Andre, editor, Machado, José, editor, Wyczółkowski, Ryszard, editor, Antosz, Katarzyna, editor, and Gola, Arkadiusz, editor
Published: 2023
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33. Threat Detection in URLs by Applying Machine Learning Algorithms*

Author: Bustos-Tabernero, Álvaro, López-Sánchez, Daniel, González Arrieta, Angélica, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Machado, José Manuel, editor, Chamoso, Pablo, editor, Hernández, Guillermo, editor, Bocewicz, Grzegorz, editor, Loukanova, Roussanka, editor, Jove, Esteban, editor, del Rey, Angel Martin, editor, and Ricca, Michela, editor
Published: 2023
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34. ML-Based Automation of Constraint Satisfaction Model Transformation and Solver Configuration

Author: Becker, Ilja, Löffler, Sven, Hofstedt, Petra, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Machado, José Manuel, editor, Chamoso, Pablo, editor, Hernández, Guillermo, editor, Bocewicz, Grzegorz, editor, Loukanova, Roussanka, editor, Jove, Esteban, editor, del Rey, Angel Martin, editor, and Ricca, Michela, editor
Published: 2023
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35. A Study on the Application of Protein Language Models in the Analysis of Membrane Proteins

Author: Ghazikhani, Hamed, Butler, Gregory, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Machado, José Manuel, editor, Chamoso, Pablo, editor, Hernández, Guillermo, editor, Bocewicz, Grzegorz, editor, Loukanova, Roussanka, editor, Jove, Esteban, editor, del Rey, Angel Martin, editor, and Ricca, Michela, editor
Published: 2023
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36. Explainable Artificial Intelligence on Smart Human Mobility: A Comparative Study Approach

Author: Rosa, Luís, Silva, Fábio, Analide, Cesar, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Machado, José Manuel, editor, Chamoso, Pablo, editor, Hernández, Guillermo, editor, Bocewicz, Grzegorz, editor, Loukanova, Roussanka, editor, Jove, Esteban, editor, del Rey, Angel Martin, editor, and Ricca, Michela, editor
Published: 2023
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37. Deep Neural Networks in Fake News Detection

Author: Avram, Camelia, Mesaroş, George, Aştilean, Adina, Cavas-Martínez, Francisco, Editorial Board Member, Chaari, Fakher, Series Editor, di Mare, Francesca, Editorial Board Member, Gherardini, Francesco, Series Editor, Haddar, Mohamed, Editorial Board Member, Ivanov, Vitalii, Series Editor, Kwon, Young W., Editorial Board Member, Trojanowska, Justyna, Editorial Board Member, Machado, José, editor, Soares, Filomena, editor, Yildirim, Sahin, editor, Vojtěšek, Jiří, editor, Rea, Pierluigi, editor, Gramescu, Bogdan, editor, and Hrybiuk, Olena O., editor
Published: 2022
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38. Robust Adversarial Reinforcement Learning for Optimal Assembly Sequence Definition in a Cobot Workcell

Author: Alessio, Alessandro, Aliev, Khurshid, Antonelli, Dario, Cavas-Martínez, Francisco, Editorial Board Member, Chaari, Fakher, Series Editor, di Mare, Francesca, Editorial Board Member, Gherardini, Francesco, Series Editor, Haddar, Mohamed, Editorial Board Member, Ivanov, Vitalii, Series Editor, Kwon, Young W., Editorial Board Member, Trojanowska, Justyna, Editorial Board Member, Kujawińska, Agnieszka, editor, Machado, Jose, editor, and Pavlenko, Ivan, editor
Published: 2022
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39. DNN Based Prototype of the Track Reconstruction Algorithm for the MUonE Experiment

Author: Zdybał, Miłosz, Kucharczyk, Marcin, Wolter, Marcin, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, González, Sara Rodríguez, editor, Machado, José Manuel, editor, González-Briones, Alfonso, editor, Wikarek, Jaroslaw, editor, Loukanova, Roussanka, editor, Katranas, George, editor, and Casado-Vara, Roberto, editor
Published: 2022
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40. Data Integration in Shop Floor for Industry 4.0

Author: Oliveira, Almerindo, Filipe, Vítor, Amorim, Eurico Vasco, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, González, Sara Rodríguez, editor, Machado, José Manuel, editor, González-Briones, Alfonso, editor, Wikarek, Jaroslaw, editor, Loukanova, Roussanka, editor, Katranas, George, editor, and Casado-Vara, Roberto, editor
Published: 2022
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41. A Review in the Use of Artificial Intelligence in Textile Industry

Author: Pereira, Filipe, Carvalho, Vítor, Vasconcelos, Rosa, Soares, Filomena, Cavas-Martínez, Francisco, Series Editor, Chaari, Fakher, Series Editor, Gherardini, Francesco, Series Editor, Haddar, Mohamed, Series Editor, Ivanov, Vitalii, Series Editor, Kwon, Young W., Series Editor, Trojanowska, Justyna, Series Editor, di Mare, Francesca, Series Editor, Machado, José, editor, Soares, Filomena, editor, and Yildirim, Sahin, editor
Published: 2022
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42. A Novel Integrated Framework Approach for TEBC Technologies in Distributed Manufacturing Systems: A Systematic Review and Opportunities

Author: Ramakurthi, Veerababu, Manupati, Vijayakumar, Varela, M. L. R., Putnik, Goran, Cavas-Martínez, Francisco, Series Editor, Chaari, Fakher, Series Editor, Gherardini, Francesco, Series Editor, Haddar, Mohamed, Series Editor, Ivanov, Vitalii, Series Editor, Kwon, Young W., Series Editor, Trojanowska, Justyna, Series Editor, di Mare, Francesca, Series Editor, Machado, José, editor, Soares, Filomena, editor, and Ottaviano, Erika, editor
Published: 2022
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43. Industrial IoT Devices and Cyber-Physical Production Systems: Review and Use Case

Author: Rúbio, Eva Masero, Dionísio, Rogério Pais, Torres, Pedro Miguel Baptista, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Ruediger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Liang, Qilian, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zhang, Junjie James, Series Editor, Machado, José, editor, and Soares, Filomena, editor
Published: 2019
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44. Building a Behaviour Architecture: An Approach for Promoting Human-Robot Interaction

Author: Amaro, Bruno, Silva, Vinicius, Soares, Filomena, Esteves, João Sena, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Ruediger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Liang, Qilian, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zhang, Junjie James, Series Editor, Machado, José, editor, and Soares, Filomena, editor
Published: 2019
Full Text: View/download PDF

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