Institution · INESC TEC
Most cited papers from INESC TEC
What are the most cited papers from INESC TEC?
The most cited paper from INESC TEC is "Machine Learning Interpretability: A Survey on Methods and Metrics" (Diogo V. Carvalho, Eduardo M. Pereira, Jaime S. Cardoso, 2019), with 1,837 citations. Next come "A systematic literature review of machine learning methods applied to predictive maintenance" (1,544) and "Service Research Priorities in a Rapidly Changing Context" (1,467).
Showing 50 of 60 papers. Every paper with more than 284 citations is listed.
| # | Paper | ||
|---|---|---|---|
| 1 | Machine Learning Interpretability: A Survey on Methods and Metrics Diogo V. Carvalho, Eduardo M. Pereira, Jaime S. Cardoso · Electronics | 26 Jul 2019 | 1,837 |
| 2 | A systematic literature review of machine learning methods applied to predictive maintenance Thyago Peres Carvalho, Fabrizzio Alphonsus Alves de Melo Nunes Soares, Roberto Oliveira Vita et al. · Computers & Industrial Engineering | 5 Sep 2019 | 1,544 |
| 3 | Service Research Priorities in a Rapidly Changing Context Amy L. Ostrom, Anitha Parasuraman, David E. Bowen et al. · Journal of Service Research | 13 Apr 2015 | 1,467 |
| 4 | Hyperspectral Imaging: A Review on UAV-Based Sensors, Data Processing and Applications for Agriculture and Forestry Telmo Adão, Jonáš Hruška, Luís Pádua et al. · Remote Sensing | 30 Oct 2017 | 1,318 |
| 5 | A Survey on Automatic Detection of Hate Speech in Text Paula Fortuna, Sérgio Nunes · ACM Computing Surveys | 31 Jul 2018 | 1,229 |
| 6 | A Survey of Predictive Modeling on Imbalanced Domains Paula Branco, Luı́s Torgo, Rita P. Ribeiro · ACM Computing Surveys | 13 Aug 2016 | 1,128 |
| 7 | Classification of breast cancer histology images using Convolutional Neural Networks Teresa Araújo, Guilherme Aresta, Eduardo Castro et al. · PLoS ONE | Jun 2017 | 1,030 |
| 8 | PH2 - A dermoscopic image database for research and benchmarking Teresa Mendonça, Pedro M. Ferreira, Jorge Salvador Marques et al. | Jul 2013 | 987 |
| 9 | Trajectory-Tracking and Path-Following of Underactuated Autonomous Vehicles With Parametric Modeling Uncertainty A. Pedro Aguiar, João P. Hespanha · IEEE Transactions on Automatic Control | Aug 2007 | 962 |
| 10 | Peer-to-peer and community-based markets: A comprehensive review Tiago M. Sousa, Tiago André Soares, Pierre Pinson et al. · Renewable and Sustainable Energy Reviews | 27 Jan 2019 | 948 |
| 11 | Forecasting: theory and practice Fotios Petropoulos et al. · BOA (University of Milano-Bicocca) | 2022 | 896 |
| 12 | Assemblathon 2: evaluating de novo methods of genome assembly in three vertebrate species Keith Bradnam et al. · GigaScience | 22 Jul 2013 | 739 |
| 13 | BACH: Grand challenge on breast cancer histology images Guilherme Aresta et al. · Medical Image Analysis | 31 May 2019 | 713 |
| 14 | YAKE! Keyword extraction from single documents using multiple local features Ricardo Nuno Taborda Campos, Vítor Mangaravite, Arian Pasquali et al. · Information Sciences | 11 Sep 2019 | 677 |
| 15 | Ensemble approaches for regression João Mendes‐Moreira, Carlos Soares, Alípio Jorge et al. · ACM Computing Surveys | Nov 2012 | 674 |
| 16 | Fast Distributed Gradient Methods Dušan Jakovetić, João Xavier, José M. F. Moura · IEEE Transactions on Automatic Control | 31 Jan 2014 | 666 |
| 17 | An overview of Demand Response: Key-elements and international experience Nikolaos G. Paterakis, Ozan Erdinç, João P. S. Catalào · Renewable and Sustainable Energy Reviews | 21 Dec 2016 | 637 |
| 18 | STRENGTHS AND LIMITATIONS OF QUALITATIVE AND QUANTITATIVE RESEARCH METHODS André Queirós, Daniel Faria, Fernando Luís Almeida · Open Access Publishing Group - European Journal of Education Studies | 7 Sep 2017 | 627 |
| 19 | How smartphone advertising influences consumers' purchase intention José Martins, Catarina Batista da Costa, Tiago Oliveira et al. · Journal of Business Research | 5 Jan 2018 | 610 |
| 20 | A Review of Smart Cities Based on the Internet of Things Concept Saber Talari, Miadreza Shafie‐khah, Pierluigi Siano et al. · Energies | 23 Mar 2017 | 597 |
| 21 | How Artificial Intelligence Is Shaping Medical Imaging Technology: A Survey of Innovations and Applications Luis Pinto Coelho · Bioengineering | 18 Dec 2023 | 572 |
| 22 | On evaluating stream learning algorithms João Manuel Portela da Gama, Raquel Sebastião, Pedro Pereira Rodrigues · Machine Learning | 23 Oct 2012 | 535 |
| 23 | The Challenges and Opportunities in the Digitalization of Companies in a Post-COVID-19 World Fernando Luís Almeida, José Duarte Santos, José Monteiro · IEEE Engineering Management Review | 30 Jul 2020 | 525 |
| 24 | Economic growth, human capital and structural change: A dynamic panel data analysis Aurora A.C. Teixeira, Anabela Queirós · Research Policy | 8 May 2016 | 507 |
| 25 | Hereditary diffuse gastric cancer: updated clinical practice guidelines Vanessa Blair et al. · The Lancet Oncology | Aug 2020 | 505 |
| 26 | Evaluating time series forecasting models: an empirical study on performance estimation methods Vítor Cerqueira, Luı́s Torgo, Igor Mozetič · Machine Learning | 13 Oct 2020 | 465 |
| 27 | An exploratory study on the emergency remote education experience of higher education students and teachers during the COVID‐19 pandemic Gabriella Rodrigues de Oliveira, Jorge Teixeira, Ana Isabel Torres et al. · British Journal of Educational Technology | 18 May 2021 | 457 |
| 28 | Two Systems for the Detection of Melanomas in Dermoscopy Images Using Texture and Color Features Catarina Barata, Margarida Ruela, Mariana Ferreira Francisco et al. · IEEE Systems Journal | 29 Jul 2013 | 456 |
| 29 | End-to-End Adversarial Retinal Image Synthesis Pedro Costa, Adrián Galdrán, Maria Inês Meyer et al. · IEEE Transactions on Medical Imaging | 2 Oct 2017 | 450 |
| 30 | Advances in Agriculture Robotics: A State-of-the-Art Review and Challenges Ahead Luiz Fernando Pinto de Oliveira, António Paulo Moreira, Manuel Fernando Silva · Robotics | 24 Mar 2021 | 433 |
| 31 | A review of simheuristics: Extending metaheuristics to deal with stochastic combinatorial optimization problems Angel Alejandro Juan, Javier Faulín, Scott E. Grasman et al. · Operations Research Perspectives | 26 Mar 2015 | 426 |
| 32 | Evaluation of Combined Artificial Intelligence and Radiologist Assessment to Interpret Screening Mammograms Thomas Schaffter et al. · JAMA Network Open | 2 Mar 2020 | 422 |
| 33 | Social network analysis: An overview Shazia Tabassum, Fabíola S. F. Pereira, Sofia Fernandes et al. · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery | 17 Apr 2018 | 419 |
| 34 | Towards a Uniform Metrological Assessment of Grating-Based Optical Fiber Sensors: From Refractometers to Biosensors Francesco E. Chiavaioli, Carlos A. J. Gouveia, Pedro A. S. Jorge et al. · Biosensors | 21 Jun 2017 | 415 |
| 35 | Survey on Synthetic Data Generation, Evaluation Methods and GANs Álvaro Figueira, Bruno Vaz · Mathematics | 2 Aug 2022 | 406 |
| 36 | An Overview of Concept Drift Applications Indrė Žliobaitė, Mykola Pechenizkiy, João Manuel Portela da Gama · Studies in big data | 15 Dec 2015 | 388 |
| 37 | IDRiD: Diabetic Retinopathy – Segmentation and Grading Challenge Prasanna Porwal et al. · Medical Image Analysis | 3 Oct 2019 | 379 |
| 38 | Impact of distributed generation on protection and voltage regulation of distribution systems: A review Seyed‐Ehsan Razavi, Ehsan Rahimi, Mohammad Sadegh Javadi et al. · Renewable and Sustainable Energy Reviews | 2 Feb 2019 | 372 |
| 39 | Flexibility products and markets: Literature review José Villar, Ricardo Jorge Bessa, Manuel A. C. C. Matos · Electric Power Systems Research | 15 Sep 2017 | 371 |
| 40 | Artificial intelligence, cyber-threats and Industry 4.0: challenges and opportunities Adrien Bécue, Isabel Praça, João Manuel Portela da Gama · Artificial Intelligence Review | 4 Feb 2021 | 365 |
| 41 | Maritime Traffic Monitoring Based on Vessel Detection, Tracking, State Estimation, and Trajectory Prediction Lokukaluge Prasad Perera, Paulo Oliveira, Carlos Guedes Soares · IEEE Transactions on Intelligent Transportation Systems | 6 Mar 2012 | 355 |
| 42 | RSS-Based Localization in Wireless Sensor Networks Using Convex Relaxation: Noncooperative and Cooperative Schemes Slaviša Tomic, Marko Beko, Rui Dinis · IEEE Transactions on Vehicular Technology | 2 Jul 2014 | 352 |
| 43 | UAS, sensors, and data processing in agroforestry: a review towards practical applications Luís Pádua, Jakub Vanko, Jonáš Hruška et al. · International Journal of Remote Sensing | 9 Mar 2017 | 350 |
| 44 | “Futurizing” smart service: implications for service researchers and managers Nancy V. Wuenderlich, Kristina Heinonen, Amy L. Ostrom et al. · Journal of Services Marketing | 14 Sep 2015 | 348 |
| 45 | Optical Vernier Effect: Recent Advances and Developments André Delgado Gomes, Hartmut O. Bartelt, Orlando Frazão · Laser & Photonics Review | 28 May 2021 | 344 |
| 46 | Generative adversarial networks and convolutional neural networks based weather classification model for day ahead short-term photovoltaic power forecasting Fei Wang, Zhanyao Zhang, Chun Liu et al. · Energy Conversion and Management | 21 Dec 2018 | 338 |
| 47 | Digital transformation, for better or worse: a critical multi‐level research agenda Justyna Dąbrowska, Argyro Almpanopoulou, Alexander Brem et al. · R and D Management | 17 Mar 2022 | 334 |
| 48 | Human pluripotent stem cell-derived neural constructs for predicting neural toxicity Michael P. Schwartz, Zhonggang Hou, Nicholas E. Propson et al. · Proceedings of the National Academy of Sciences | 21 Sep 2015 | 332 |
| 49 | Forty years of the European Journal of Operational Research: A bibliometric overview Sigifredo Laengle, José M. Merigó, Jaime Miranda et al. · European Journal of Operational Research | 17 Apr 2017 | 319 |
| 50 | Geometric Approach to Strapdown Magnetometer Calibration in Sensor Frame J.F. Vasconcelos, Gabriel Elkaim, Carlos Silvestre et al. · IEEE Transactions on Aerospace and Electronic Systems | Apr 2011 | 318 |
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.