All Stories

  1. A Novel Approach to Retinal Blood Vessel Segmentation Using Bi-LSTM-Based Networks

    Article • Mathematics, June 2025, MDPI AG

    Dr. Pere Marti-Puig

  2. Exploring Tensor Completion for Missing Data Estimation in Wind Farms

    Article • IEEE Sensors Letters, December 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Pere Marti-Puig

  3. Assessing the Capability of Advanced AI Models in Cardiovascular Symptom Recognition: A Comparative Study

    Article • Applied Sciences, September 2024, MDPI AG

    Dr. Pere Marti-Puig

  4. Dynamic Clustering of Wind Turbines Using SCADA Signal Analysis

    Article • Energies, May 2024, MDPI AG

    Dr. Pere Marti-Puig

  5. Dynamic Wind Turbines clustering according to SCADA signals shapes

    Article • May 2024, MDPI AG

    Dr. Pere Marti-Puig

  6. Enhancing Reliability in Wind Turbine Power Curve Estimation

    Article • Applied Sciences, March 2024, MDPI AG

    Dr. Pere Marti-Puig

  7. Enhancing Reliability in Wind Turbine Power Curve Estimation

    Article • February 2024, MDPI AG

    Dr. Pere Marti-Puig

  8. Industrial AI in condition-based maintenance: A case study in wooden piece manufacturing

    Article • Computers & Industrial Engineering, February 2024, Elsevier

    Dr. Pere Marti-Puig

  9. Special Issue “Machine Learning Methods for Biomedical Data Analysis”

    Article • Sensors, November 2023, MDPI AG

    Dr. Pere Marti-Puig

  10. Automatic shoreline detection by processing planview timex images using bi-LSTM networks

    Article • Expert Systems with Applications, November 2023, Elsevier

    Dr. Pere Marti-Puig

  11. A Fast Approach to Removing Muscle Artifacts for EEG with Signal Serialization Based Ensemble Empirical Mode Decomposition

    Article • Entropy, September 2021, MDPI AG

    Dr. Pere Marti-Puig

  12. Exploring the Effect of Temporal Aggregation on SCADA Data for Wind Turbine Prognosis Using a Normality Model

    Article • Applied Sciences, July 2021, MDPI AG

    Dr. Pere Marti-Puig

  13. Paradox of otolith shape indices: routine but overestimated use

    Article • Canadian Journal of Fisheries and Aquatic Sciences, June 2021, Canadian Science Publishing

    Dr. Pere Marti-Puig

  14. Machine Learning Methods with Noisy, Incomplete or Small Datasets

    Article • Applied Sciences, April 2021, MDPI AG

    Dr. Pere Marti-Puig

  15. Wind Turbine Prognosis Models Based on SCADA Data and Extreme Learning Machines

    Article • Applied Sciences, January 2021, MDPI AG

    Dr. Pere Marti-Puig

  16. Decomposition Methods for Machine Learning with Small, Incomplete or Noisy Datasets

    Article • Applied Sciences, November 2020, MDPI AG

    Dr. Pere Marti-Puig

  17. Automatic Classification of Morphologically Similar Fish Species Using Their Head Contours

    Article • Applied Sciences, May 2020, MDPI AG

    Dr. Pere Marti-Puig

  18. Fourier-based contour descriptors to relax positional standardization of the otolith images in AFORO queries

    Article • Scientia Marina, February 2020, Departmento de Publicaciones del CSIC

    Dr. Pere Marti-Puig

  19. Double Tensor-Decomposition for SCADA Data Completion in Water Networks

    Article • Water, December 2019, MDPI AG

    Dr. Pere Marti-Puig

  20. Automatic ham classification method based on support vector machine model increases accuracy and benefits compared to manual classification

    Article • Meat Science, September 2019, Elsevier

    Dr. Pere Marti-Puig

  21. A recognition–verification system for noisy faces based on an empirical mode decomposition with Green’s functions

    Article • Soft Computing, June 2019, Springer Science + Business Media

    Dr. Pere Marti-Puig

  22. A Text-Mining Approach to Assess the Failure Condition of Wind Turbines Using Maintenance Service History

    Article • Energies, May 2019, MDPI AG

    Dr. Pere Marti-Puig

  23. Different Approaches to SCADA Data Completion in Water Networks

    Article • Water, May 2019, MDPI AG

    Dr. Pere Marti-Puig

  24. Feature Selection Algorithms for Wind Turbine Failure Prediction

    Article • Energies, January 2019, MDPI AG

    Dr. Pere Marti-Puig

  25. Discrete Cosine Transform for the Analysis of Essential Tremor

    Article • Frontiers in Physiology, January 2019, Frontiers

    Dr. Pere Marti-Puig

  26. Effects of the pre-processing algorithms in fault diagnosis of wind turbines

    Article • Environmental Modelling & Software, December 2018, Elsevier

    Dr. Pere Marti-Puig

  27. On-line Ham Grading using pattern recognition models based on available data in commercial pig slaughterhouses

    Article • Meat Science, September 2018, Elsevier

    Dr. Pere Marti-Puig

  28. Quantitatively scoring behavior from video-recorded, long-lasting fish trajectories

    Article • Environmental Modelling & Software, August 2018, Elsevier

    Dr. Pere Marti-Puig

  29. Identifying Health Status of Wind Turbines by Using Self Organizing Maps and Interpretation-Oriented Post-Processing Tools

    Article • Energies, March 2018, MDPI AG

    Dr. Pere Marti-Puig

  30. A New Algorithm for Speech Enhancement Based on Multivariate Empirical Mode Decomposition

    Article • January 2018, IOS Press

    Dr. Pere Marti-Puig

  31. Foreground Detection in a Multi-Target Fish Tracking from Video-Recordings Using U-Net Based Architecture

    Article • January 2018, IOS Press

    Dr. Pere Marti-Puig

  32. Sorting Hams Using Bagged Decision Trees in a Commercial Pig Slaughterhouse

    Article • January 2018, IOS Press

    Dr. Pere Marti-Puig

  33. Impact of target variable distribution type over the regression analysis in wind turbine data

    Article • July 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Pere Marti-Puig

  34. Using stereoscopic video cameras to evaluate seagrass meadows nursery function in the Mediterranean

    Article • Marine Biology, May 2017, Springer Science + Business Media

    Dr. Pere Marti-Puig

  35. A rotation-invariant feature space according to environmental applications needs in a data mining system using fish otoliths

    Article • AI Communications, December 2016, IOS Press

    Dr. Pere Marti-Puig

  36. New parameterisation method for three-dimensional otolith surface images

    Article • Marine & Freshwater Research, January 2016, CSIRO Publishing

    Dr. Pere Marti-Puig

  37. Empirical Evidence for Day-to-Day Persistence of Higher and Lower American and European Stock Indices

    Article • January 2016, IOS Press

    Dr. Pere Marti-Puig

  38. Real-time Identification of Respiratory Movements through a Microphone

    Article • ADCAIJ ADVANCES IN DISTRIBUTED COMPUTING AND ARTIFICIAL INTELLIGENCE JOURNAL, May 2015, Ediciones Universidad de Salamanca

    Dr. Pere Marti-Puig

  39. Features extraction based on the Discrete Hartley Transform for closed contour

    Article • AI Communications, January 2015, IOS Press

    Dr. Pere Marti-Puig

  40. Extreme phenotypic polymorphism in the coral genus Pocillopora; micro-morphology corresponds to mitochondrial groups, while colony morphology does not

    Article • Bulletin of Marine Science, January 2014, Bulletin of Marine Science

    Dr. Pere Marti-Puig

  41. Low-complex Real-Time Breathing Monitoring System for Smartphones

    Article • January 2014, IOS Press

    Dr. Pere Marti-Puig

  42. Bathymetrical distribution and size structure of cold-water coral populations in the Cap de Creus and Lacaze-Duthiers canyons (northwestern Mediterranean)

    Article • Biogeosciences, March 2013, Copernicus GmbH

    Dr. Pere Marti-Puig

  43. Speech Enhancement: A Multivariate Empirical Mode Decomposition Approach

    Article • January 2013, Springer Science + Business Media

    Dr. Pere Marti-Puig

  44. Towards a Low-Complex Breathing Monitoring System Based on Acoustic Signals

    Article • January 2013, Springer Science + Business Media

    Dr. Pere Marti-Puig

  45. An Experimental Features Selection Approach in a Multiclass Classifier

    Article • January 2013, IOS Press

    Dr. Pere Marti-Puig

  46. Automatic Trend Line Generation for Time-Series Analysis: A Graphical Approach

    Article • January 2013, IOS Press

    Dr. Pere Marti-Puig

  47. Closed Contour Shape Descriptors with High Compression Properties Based on the Discrete Hartley Transform

    Article • January 2013, IOS Press

    Dr. Pere Marti-Puig

  48. Web-based system for evaluating day trading strategies

    Article • October 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Pere Marti-Puig

  49. Feature selection for analyzing and retrieving fish otoliths using Elliptic Fourier Descriptors of shapes

    Article • October 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Pere Marti-Puig

  50. Efficient representation of contours using splines implemented with FIR filters

    Article • October 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Pere Marti-Puig

  51. Surface parameterization for smooth 3D shapes

    Article • October 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Pere Marti-Puig

  52. Stereo Video Surveillance Multi-agent System: New Solutions for Human Motion Analysis

    Article • Journal of Mathematical Imaging and Vision, April 2011, Springer Science + Business Media

    Dr. Pere Marti-Puig

  53. Image Processing to Detect and Classify Situations and States of Elderly People

    Article • January 2011, Springer Science + Business Media

    Dr. Pere Marti-Puig

  54. A new otolith image contour descriptor based on partial reflection

    Article • Environmental Biology of Fishes, August 2010, Springer Science + Business Media

    Dr. Pere Marti-Puig

  55. Market Stock Decisions Based on Morphological Filtering

    Article • January 2010, Springer Science + Business Media

    Dr. Pere Marti-Puig

  56. Otoliths Identifiers Using Image Contours EFD

    Article • January 2010, Springer Science + Business Media

    Dr. Pere Marti-Puig

  57. Coding of Biosignals Using the Discrete Wavelet Decomposition

    Article • January 2010, Springer Science + Business Media

    Dr. Pere Marti-Puig

  58. Score Function for Voice Activity Detection

    Article • January 2010, Springer Science + Business Media

    Dr. Pere Marti-Puig

  59. Applications of Cumulants in Speech Processing

    Article • January 2010, Springer Science + Business Media

    Dr. Pere Marti-Puig

  60. Mathematical Morphology Preprocessing to Mitigate AWGN Effects: Improving Pitch Tracking Performance in Hard Noise Conditions

    Article • January 2010, Springer Science + Business Media

    Dr. Pere Marti-Puig

  61. Radix-4 FFT algorithms with ordered input and output data

    Article • July 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Pere Marti-Puig

  62. Two Families of Radix-2 FFT Algorithms With Ordered Input and Output Data

    Article • IEEE Signal Processing Letters, February 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Pere Marti-Puig

  63. A recursive approach to Multiscalar Data Interpolation of sparsely sampled sea surface measurements at different spatial resolutions

    Article • April 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Pere Marti-Puig

  64. A Family of Fast Walsh Hadamard Algorithms With Identical Sparse Matrix Factorization

    Article • IEEE Signal Processing Letters, November 2006, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Pere Marti-Puig

  65. Low-cost printed antenna design in the band of 2.4 GHz

    Article • June 2005, SPIE

    Dr. Pere Marti-Puig

  66. Rapid prototyping with the visual data environment of an OFDM WLAN system

    Article • June 2005, SPIE

    Dr. Pere Marti-Puig

  67. Radix-R FFT and IFFT Factorizations for Parallel Implementation

    Article • Springer Science + Business Media

    Dr. Pere Marti-Puig

  68. A Contour Based Approach for Bilateral Mammogram Registration Using Discrete Wavelet Analysis

    Article • Springer Science + Business Media

    Dr. Pere Marti-Puig

  69. Coarse frequency estimation in OFDM packet oriented systems

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Pere Marti-Puig

  70. A fast OFDM-CDMA user demultiplexing architecture

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Pere Marti-Puig