Most cited papers from Research Centre in Digitalization and Intelligent Robotics
What are the most cited papers from Research Centre in Digitalization and Intelligent Robotics?
The most cited paper from Research Centre in Digitalization and Intelligent Robotics is "Hybrid approaches to optimization and machine learning methods: a systematic literature review" (Beatriz Flamia Azevedo, Ana Maria A. C. Rocha, Ana I. Pereira, 2024), with 290 citations. Next come "Maintenance 4.0: Intelligent and Predictive Maintenance System Architecture" (240) and "Digital Twin in Industry 4.0: Technologies, Applications and Challenges" (213).
Showing 50 of 60 papers. Every paper with more than 24 citations is listed.
| # | Paper | ||
|---|---|---|---|
| 1 | Hybrid approaches to optimization and machine learning methods: a systematic literature review Beatriz Flamia Azevedo, Ana Maria A. C. Rocha, Ana I. Pereira · Machine Learning | 24 Jan 2024 | 290 |
| 2 | Maintenance 4.0: Intelligent and Predictive Maintenance System Architecture Ana Cachada, Pedro Miguel Moreira, Luís Romero et al. | Sep 2018 | 240 |
| 3 | Digital Twin in Industry 4.0: Technologies, Applications and Challenges Flávia Pires, Ana Cachada, José Barbosa et al. | Jul 2019 | 213 |
| 4 | Human resources management 4.0: Literature review and trends Leonardo Breno Pessoa da Silva, Ramon Soltovski, Joseane Pontes et al. · Computers & Industrial Engineering | 23 Mar 2022 | 210 |
| 5 | Blood Cells Separation and Sorting Techniques of Passive Microfluidic Devices: From Fabrication to Applications Susana Oliveira Catarino, Raquel O. Rodrigues, Diana Pinho et al. · Micromachines | 10 Sep 2019 | 158 |
| 6 | Multistage Quality Control Using Machine Learning in the Automotive Industry Ricardo Silva Peres, José Barata, Paulo Leitão et al. · IEEE Access | 2019 | 146 |
| 7 | Evolution of Artificial Intelligence Research in Human Resources Mariana Namen Jatobá, Juliana Oliveira Santos, Ives Gutierriz et al. · Procedia Computer Science | 2019 | 118 |
| 8 | System architectures for Industrie 4.0 applications Emanuel Trunzer, Ambra Calà, Paulo Leitão et al. · Production Engineering | 27 Apr 2019 | 105 |
| 9 | A Machine Learning Approach for Collaborative Robot Smart Manufacturing Inspection for Quality Control Systems Thadeu Brito, Jonas Queiroz, Luis Piardi et al. · Procedia Manufacturing | 2020 | 103 |
| 10 | A COVID-19 time series forecasting model based on MLP ANN Pedro Henrique Borghi, Oleksandr Zakordonets, João Paulo Teixeira · Procedia Computer Science | 2021 | 94 |
| 11 | Blood Flow Modeling in Coronary Arteries: A Review Violeta Meneses Carvalho, Diana Pinho, Rui A. Lima et al. · Fluids | 23 Jan 2021 | 88 |
| 12 | Adaptive Path Planning for Fusing Rapidly Exploring Random Trees and Deep Reinforcement Learning in an Agriculture Dynamic Environment UAVs Gabriel G. R. de Castro, Guido S. Berger, Álvaro Rogério Cantieri et al. · Agriculture | 31 Jan 2023 | 82 |
| 13 | Intelligent human resources for the adoption of artificial intelligence: a systematic literature review Mariana Namen Jatobá, João J. Ferreira, Paula Odete Fernandes et al. · Journal of Organizational Change Management | 2 Feb 2023 | 81 |
| 14 | Lean Tools in the Context of Industry 4.0: Literature Review, Implementation and Trends Arthur Henrique Gomes Rossi, Giovanna Bueno Marcondes, Joseane Pontes et al. · Sustainability | 27 Sep 2022 | 71 |
| 15 | Automatic detection and classification of honey bee comb cells using deep learning Thiago S. Alves, Maria Alice Pinto, Paulo Ventura et al. · Computers and Electronics in Agriculture | 3 Feb 2020 | 64 |
| 16 | Cooperative Heterogeneous Robots for Autonomous Insects Trap Monitoring System in a Precision Agriculture Scenario Guido S. Berger, Marco Antônio Simões Teixeira, Álvaro Rogério Cantieri et al. · Agriculture | 19 Jan 2023 | 62 |
| 17 | Underlying Differences in Health Spending Within the World Health Organisation Europe Region—Comparing EU15, EU Post-2004, CIS, EU Candidate, and CARINFONET Countries Mihajlo Jakovljević, Paula Odete Fernandes, João Paulo Teixeira et al. · International Journal of Environmental Research and Public Health | 22 Aug 2019 | 60 |
| 18 | Harmonic to Noise Ratio Measurement - Selection of Window and Length Joana Filipa Teixeira Fernandes, Felipe Teixeira, Vitor Guedes et al. · Procedia Computer Science | 2018 | 59 |
| 19 | Chemical composition and antimicrobial activity of hydrodistilled oil from juniper berries Soraia I. Falcão, Isabel Bacém, Getúlio Igrejas et al. · Industrial Crops and Products | 31 Aug 2018 | 59 |
| 20 | Deployment of a Smart and Predictive Maintenance System in an Industrial Case Study Filipe Alves, Hasmik Badikyan, António H. J. Moreira et al. | Jun 2020 | 58 |
| 21 | A review of reference architectures for digital manufacturing: Classification, applicability and open issues Jan Kaiser, Duncan McFarlane, Gregory Hawkridge et al. · Computers in Industry | 21 Apr 2023 | 56 |
| 22 | Flexible PDMS microparticles to mimic RBCs in blood particulate analogue fluids Diana Pinho, B.N. Muñoz-Sánchez, C.F. Anes et al. · Mechanics Research Communications | 15 Aug 2019 | 56 |
| 23 | Role of digital technologies to enhance the human integration in industrial cyber–physical systems Luis Piardi, Paulo Leitão, Jonas Queiroz et al. · Annual Reviews in Control | 2024 | 52 |
| 24 | Smart-Data-Driven System for Alzheimer Disease Detection through Electroencephalographic Signals Teresa Araújo, João Paulo Teixeira, Pedro Henrique Fernandes Rodrigues · Bioengineering | 28 Mar 2022 | 51 |
| 25 | Visualization and Measurements of Blood Cells Flowing in Microfluidic Systems and Blood Rheology: A Personalized Medicine Perspective Diana Pinho, Violeta Meneses Carvalho, Inês M. Gonçalves et al. · Journal of Personalized Medicine | 26 Nov 2020 | 51 |
| 26 | Educational Data Mining for Tutoring Support in Higher Education: A Web-Based Tool Case Study in Engineering Degrees Miguel Angel Prada, Manuel Domínguez, José López Vicario et al. · IEEE Access | 2020 | 50 |
| 27 | Decision Models for Supplier Selection in Industry 4.0 Era: A Systematic Literature Review Carlos Henrique Lopes Resende, Carla A. S. Geraldes, Francisco Rodrigues Lima · Procedia Manufacturing | 2021 | 49 |
| 28 | Predicting Sports Results with Artificial Intelligence – A Proposal Framework for Soccer Games Gabriel Fialho, Aline Gesualdi Manhães, João Paulo Teixeira · Procedia Computer Science | 2019 | 46 |
| 29 | DeepWings©: Automatic Wing Geometric Morphometrics Classification of Honey Bee (Apis mellifera) Subspecies Using Deep Learning for Detecting Landmarks Pedro Rodrigues, Walter P. Gomes, Maria Alice Pinto · Big Data and Cognitive Computing | 27 Jun 2022 | 45 |
| 30 | Wireless Sensor Network for Ignitions Detection: An IoT approach Thadeu Brito, Ana I. Pereira, José Lima et al. · Electronics | 27 May 2020 | 45 |
| 31 | ARENA—Augmented Reality to Enhanced Experimentation in Smart Warehouses Luis Piardi, Vivian Cremer Kalempa, Marcelo Limeira et al. · Sensors | 4 Oct 2019 | 45 |
| 32 | Decentralized and on-the-fly agent-based service reconfiguration in manufacturing systems Nelson Rodrigues, Eugénio Oliveira, Paulo Leitão · Computers in Industry | 23 Jul 2018 | 42 |
| 33 | Reinforcement Learning for Collaborative Robots Pick-and-Place Applications: A Case Study Natanael Magno Gomes, Felipe N. Martins, José Lima et al. · Automation | 21 Mar 2022 | 41 |
| 34 | Digital Technologies for Innovative Mental Health Rehabilitation Rui Pedro Lopes, Bárbara Barroso, Leonel D. Deusdado et al. · Electronics | 14 Sep 2021 | 41 |
| 35 | Systematic Literature Review of Realistic Simulators Applied in Educational Robotics Context Caio Rafael Dias Camargo, José Gonçalves, Miguel Á. Conde et al. · Sensors | 11 Jun 2021 | 40 |
| 36 | Reinforcement learning based trustworthy recommendation model for digital twin-driven decision-support in manufacturing systems Flávia Pires, Paulo Leitão, António Paulo Moreira et al. · Computers in Industry | 29 Mar 2023 | 37 |
| 37 | Quo Vadis Industry 4.0? Position, Trends, and Challenges Paulo Leitão, Flávia Pires, Stamatis Karnouskos et al. · IEEE Open Journal of the Industrial Electronics Society | 2020 | 37 |
| 38 | Transfer Learning with AudioSet to Voice Pathologies Identification in Continuous Speech Victor Guedes, Felipe Teixeira, Alessa Anjos de Oliveira et al. · Procedia Computer Science | 2019 | 37 |
| 39 | Computer Vision Based Path Following for Autonomous Unmanned Aerial Systems in Unburied Pipeline Onshore Inspection Yago M. R. da Silva, Fabio A. A. Andrade, Lucas C. Sousa et al. · Drones | 14 Dec 2022 | 34 |
| 40 | Multi-Agent Systems to Implement Industry 4.0 Components Lucas Sakurada, Paulo Leitão | 10 Jun 2020 | 33 |
| 41 | Systematic Mapping Literature Review of Mobile Robotics Competitions Laiany Brancalião, José Gonçalves, Miguel Á. Conde et al. · Sensors | 10 Mar 2022 | 32 |
| 42 | Computational simulation of the COVID-19 epidemic with the SEIR stochastic model Carlos Balsa, Isabel Lopes, Teresa Guarda et al. · Computational and Mathematical Organization Theory | 30 Mar 2021 | 32 |
| 43 | A Narrative Review of Speech and EEG Features for Schizophrenia Detection: Progress and Challenges Felipe Teixeira, Miguel Rocha e Costa, José Pio Abreu et al. · Bioengineering | 20 Apr 2023 | 31 |
| 44 | Relationship between Trends, Job Profiles, Skills and Training Programs in the Factory of the Future Joseane Pontes, Carla A. S. Geraldes, Florbela P. Fernandes et al. | 10 Mar 2021 | 31 |
| 45 | Heterogeneous Multi-Robot Collaboration for Coverage Path Planning in Partially Known Dynamic Environments Gabriel G. R. de Castro, Tatiana M. B. Santos, Fabio A. A. Andrade et al. · Machines | 18 Mar 2024 | 30 |
| 46 | Optimum Sensors Allocation for a Forest Fires Monitoring System Beatriz Flamia Azevedo, Thadeu Brito, José Lima et al. · Forests | 9 Apr 2021 | 30 |
| 47 | Analysis of the Workforce Skills for the Factories of the Future Paulo Leitão, Carla A. S. Geraldes, Florbela P. Fernandes et al. | 10 Jun 2020 | 30 |
| 48 | QRS Peaks, P and T Waves Identification in ECG Renan Costa, Thaís Winkert, Aline Gesualdi Manhães et al. · Procedia Computer Science | 2021 | 29 |
| 49 | Polyolefin-derived carbon nanotubes as magnetic catalysts for wet peroxide oxidation of paracetamol in aqueous solutions José L. Diaz de Tuesta, Adriano S. Silva, Fernanda F. Roman et al. · Catalysis Today | 22 Apr 2023 | 28 |
| 50 | A LoRaWAN IoT System for Smart Agriculture for Vine Water Status Determination António L.G. Valente, Carlos Costa, Leonor Pereira et al. · Agriculture | 14 Oct 2022 | 28 |
Citations are OpenAlex's own counts, from its 2026-09-23 snapshot, so the ranking can differ from Google Scholar or Web of Science. A paper is listed for an institution when any of its authors gave it as an affiliation; retracted papers and papers whose citation count cannot be traced to citing works are left out, and a preprint and the article it became are shown once. Release dates are OpenAlex's: where a source gave only a month or a year, that is what is shown. How the lists are chosen.