All Stories

  1. Hybrid deep learning models for medium-term electricity load forecasting

    Article • Mathematics and Computers in Simulation, January 2027, Elsevier

    Jonatan Lerga

  2. YOLO-Driven Vessel Detection and Multi-Object Tracking in Fixed-Camera Marina Environments

    Article • Technologies, August 2026, MDPI AG

    Jonatan Lerga

  3. Circular Analysis of Gnss Positioning Error for Short-Term Rapidly Developing Ionospheric Storm Sub-Classification

    Article • Communications - Scientific letters of the University of Zilina, July 2026, University of Zilina

    Jonatan Lerga

  4. Machine learning for ship-motion-based sea-state estimation

    Article • Ocean Engineering, July 2026, Elsevier

    Jonatan Lerga

  5. Deep unfolding ADMM network for CS image reconstruction with long-Short term residuals

    Article • Signal Processing, June 2026, Elsevier

    Jonatan Lerga

  6. Inflection point-based trajectory fingerprinting for clustering and anomaly detection

    Article • Pattern Recognition, June 2026, Elsevier

    Jonatan Lerga

  7. The New Mushroom–Weed Hybrid Reproduction Optimization Algorithm and Its Application to Tourist Route Planning

    Article • Algorithms, April 2026, MDPI AG

    Jonatan Lerga

  8. Non-Parametric Model for Curvature Classification of Departure Flight Trajectory Segments

    Article • January 2026, MDPI AG

    Jonatan Lerga

  9. Class-specific image segmentation across multiple domains using customized U-Net pipelines

    Article • Expert Systems with Applications, January 2026, Elsevier

    Jonatan Lerga

  10. Proactive context aware task offloading in digital twin driven federated IoT systems with large language models

    Article • Internet of Things, January 2026, Elsevier

    Jonatan Lerga

  11. Collision course detection for personal watercrafts using models based on recurrent neural networks

    Article • Knowledge-Based Systems, January 2026, Elsevier

    Jonatan Lerga

  12. Abandoned Luggage Detection with Synthetic Scenario Generation

    Article • January 2026, Springer Science + Business Media

    Jonatan Lerga

  13. PROBSAC: Probabilistic RANSAC for Sparse Image Denoising

    Article • January 2026, Elsevier

    Jonatan Lerga

  14. Forecasting the trajectory of personal watercrafts using models based on recurrent neural networks

    Article • Expert Systems with Applications, July 2025, Elsevier

    Jonatan Lerga

  15. A System for Real-Time Detection of Abandoned Luggage

    Article • Sensors, May 2025, MDPI AG

    Jonatan Lerga

  16. A System for Real-Time Detection of Abandoned Luggage

    Article • February 2025, MDPI AG

    Jonatan Lerga

  17. A Bayesian and Markov chain approach to short-term and long-term personal watercraft trajectory forecasting

    Article • Journal of the Franklin Institute, February 2025, Elsevier

    Jonatan Lerga

  18. Regression-based machine learning approaches for estimating discharge from water levels in microtidal rivers

    Article • Journal of Hydrology, January 2025, Elsevier

    Dr Nino Krvavica, Jonatan Lerga

  19. Detecting Gravitational Waves From Binary Black Hole Mergers Using Deep Convolutional Neural Networks and Quadratic Time-Frequency Distributions

    Article • January 2025, Springer Science + Business Media

    Jonatan Lerga

  20. Enhancing Biophysical Muscle Fatigue Model in the Dynamic Context of Soccer

    Article • Sensors, December 2024, MDPI AG

    Jonatan Lerga

  21. Estimating water levels and discharges in tidal rivers and estuaries: Review of machine learning approaches

    Article • Environmental Modelling & Software, May 2024, Elsevier

    Dr Nino Krvavica, Jonatan Lerga

  22. Building Individual Player Performance Profiles According to Pre-Game Expectations and Goal Difference in Soccer

    Article • Sensors, March 2024, MDPI AG

    Jonatan Lerga

  23. Estimation of sea state parameters from ship motion responses using attention-based neural networks

    Article • Ocean Engineering, August 2023, Elsevier

    Jonatan Lerga

  24. Revolutionizing Soccer Injury Management: Predicting Muscle Injury Recovery Time Using ML

    Article • Applied Sciences, May 2023, MDPI AG

    Jonatan Lerga

  25. A New Insight into Entropy Based on the Fuzzy Operators, Applied to Useful Information Extraction from Noisy Time-Frequency Distributions

    Article • Mathematics, January 2023, MDPI AG

    Jonatan Lerga

  26. Deep Learning Approach For Objects Detection in Underwater Pipeline Images

    Article • Applied Artificial Intelligence, November 2022, Taylor & Francis

    Jonatan Lerga

  27. Block-Adaptive Rényi Entropy-Based Denoising for Non-Stationary Signals

    Article • Sensors, October 2022, MDPI AG

    Jonatan Lerga

  28. Entropy-Based Concentration and Instantaneous Frequency of TFDs from Cohen’s, Affine, and Reassigned Classes

    Article • Sensors, May 2022, MDPI AG

    Jonatan Lerga

  29. The Choice of Time–Frequency Representations of Non-Stationary Signals Affects Machine Learning Model Accuracy: A Case Study on Earthquake Detection from LEN-DB Data

    Article • Mathematics, March 2022, MDPI AG

    Jonatan Lerga

  30. Detection of Non-Stationary GW Signals in High Noise From Cohen’s Class of Time–Frequency Representations Using Deep Learning

    Article • IEEE Access, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Jonatan Lerga

  31. Signal Useful Information Recovery by Overlapping Supports of Time-Frequency Representations

    Article • IEEE Transactions on Signal Processing, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Jonatan Lerga

  32. Analysis of Cryptography Algorithms Implemented in Android Mobile Application

    Article • Information Technology And Control, December 2021, Publishing House Technologija

    Prof Ljubisa Stankovic, Jonatan Lerga

  33. Modeling Uncertainty in Fracture Age Estimation from Pediatric Wrist Radiographs

    Article • Mathematics, December 2021, MDPI AG

    Jonatan Lerga

  34. Multivariate Decomposition of Acoustic Signals in Dispersive Channels

    Article • Mathematics, November 2021, MDPI AG

    Jonatan Lerga

  35. From Time–Frequency to Vertex–Frequency and Back

    Article • Mathematics, June 2021, MDPI AG

    Prof Ljubisa Stankovic, Jonatan Lerga

  36. Particle-Swarm-Optimization-Enhanced Radial-Basis-Function-Kernel-Based Adaptive Filtering Applied to Maritime Data

    Article • Journal of Marine Science and Engineering, April 2021, MDPI AG

    Jonatan Lerga

  37. Rule-Based EEG Classifier Utilizing Local Entropy of Time–Frequency Distributions

    Article • Mathematics, February 2021, MDPI AG

    Prof Ljubisa Stankovic, Jonatan Lerga

  38. Gravitational-Wave Burst Signals Denoising Based on the Adaptive Modification of the Intersection of Confidence Intervals Rule

    Article • Sensors, December 2020, MDPI AG

    Jonatan Lerga

  39. Deep Learning for Feature Extraction in Remote Sensing: A Case-Study of Aerial Scene Classification

    Article • Sensors, July 2020, MDPI AG

    Jonatan Lerga

  40. Comparison of Entropy and Dictionary Based Text Compression in English, German, French, Italian, Czech, Hungarian, Finnish, and Croatian

    Article • Mathematics, July 2020, MDPI AG

    Jonatan Lerga, Prof Ljubisa Stankovic

  41. Improving the Performance of Dynamic Ship Positioning Systems: A Review of Filtering and Estimation Techniques

    Article • Journal of Marine Science and Engineering, March 2020, MDPI AG

    Jonatan Lerga

  42. Adaptive filtering and analysis of EEG signals in the time-frequency domain based on the local entropy

    Article • EURASIP Journal on Advances in Signal Processing, February 2020, Springer Science + Business Media

    Jonatan Lerga

  43. Sopele music dataset

    Article • Data in Brief, February 2020, Elsevier

    Jonatan Lerga

  44. Automatic music transcription for traditional woodwind instruments sopele

    Article • Pattern Recognition Letters, December 2019, Elsevier

    Jonatan Lerga

  45. Adaptive Thresholding in Extracting Useful Information From Noisy Time- Frequency Distributions

    Article • September 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Jonatan Lerga

  46. Extraction of Useful Information Content From Noisy Signals Based on Structural Affinity of Clustered TFDs’ Coefficients

    Article • IEEE Transactions on Signal Processing, June 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Jonatan Lerga

  47. Denoising Accuracy of Adaptive ICI-Based Estimators With Regards to Sampling Rate

    Article • June 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Jonatan Lerga

  48. Local-Entropy Based Approach for X-Ray Image Segmentation and Fracture Detection

    Article • Entropy, March 2019, MDPI AG

    Jonatan Lerga

  49. Support Vector Machine State Estimation

    Article • Applied Artificial Intelligence, March 2019, Taylor & Francis

    Jonatan Lerga

  50. Adaptive state estimator with intersection of confidence intervals based preprocessing

    Article • International Journal of Electrical Power & Energy Systems, November 2018, Elsevier

    Jonatan Lerga

  51. An adaptive method based on the improved LPA-ICI algorithm for MRI enhancement

    Article • The Imaging Science Journal, July 2018, Taylor & Francis

    Jonatan Lerga

  52. Community structure of a complex software-system in evolution

    Article • May 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Jonatan Lerga

  53. Adaptive Methods for Video Denoising Based on the ICI, FICI, and RICI Algorithms

    Article • Tehnicki vjesnik - Technical Gazette, May 2018, Mechanical Engineering Faculty in Slavonski Brod

    Jonatan Lerga

  54. Denoising of X-ray Images Using the Adaptive Algorithm Based on the LPA-RICI Algorithm

    Article • Journal of Imaging, February 2018, MDPI AG

    Jonatan Lerga

  55. Mirroring quasi-symmetric organ observations for reducing problem complexity

    Article • Expert Systems with Applications, November 2017, Elsevier

    Jonatan Lerga

  56. TFD thresholding in estimating the number of EEG components and the dominant if using the short-term rényi entropy

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

    Jonatan Lerga

  57. A Fast Signal Denoising Algorithm Based on the LPA-ICI Method for Real-Time Applications

    Article • Circuits Systems and Signal Processing, March 2017, Springer Science + Business Media

    Jonatan Lerga

  58. Algorithm based on the short-term Rényi entropy and IF estimation for noisy EEG signals analysis

    Article • Computers in Biology and Medicine, January 2017, Elsevier

    Jonatan Lerga

  59. Number of EEG signal components estimated using the short-term Renyi entropy

    Article • July 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Jonatan Lerga

  60. Improved LPA-ICI-based estimators embedded in a signal denoising virtual instrument

    Article • Signal Image and Video Processing, June 2016, Springer Science + Business Media

    Jonatan Lerga

  61. List of Contributors

    Article • January 2016, Elsevier

    Jonatan Lerga

  62. Inflammatory Gene Expression Upon TGF-β1-Induced p38 Activation in Primary Dupuytren's Disease Fibroblasts

    Article • Frontiers in Molecular Biosciences, December 2015, Frontiers

    Jonatan Lerga

  63. Multicomponent noisy signal adaptive instantaneous frequency estimation using components time support information

    Article • IET Signal Processing, May 2014, the Institution of Engineering and Technology (the IET)

    Jonatan Lerga

  64. An ICI Based Algorithm for Fast Denoising of Video Signals

    Article • Automatika, January 2014, Taylor & Francis

    Jonatan Lerga

  65. Parameters Analysis for the Time-Varying Automatically Adjusted LPA Based Estimators

    Article • Journal of Automation and Control Engineering, January 2014, EJournal Publishing

    Jonatan Lerga

  66. Adaptive filter support selection for signal denoising based on the improved ICI rule

    Article • Digital Signal Processing, January 2013, Elsevier

    Jonatan Lerga

  67. An improved method for nonstationary signals components extraction based on the ICI rule

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

    Jonatan Lerga

  68. An Efficient Algorithm for Instantaneous Frequency Estimation of Nonstationary Multicomponent Signals in Low SNR

    Article • EURASIP Journal on Advances in Signal Processing, January 2011, Springer Science + Business Media

    Jonatan Lerga

  69. P02-356 - The relationship between gray matter changes in schizophrenia patients and the number of psychotic episodes

    Article • European Psychiatry, January 2011, Elsevier

    Jonatan Lerga

  70. An instantaneous frequency estimation method based on the improved sliding pair-wise ICI rule

    Article • May 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Jonatan Lerga

  71. Nonlinear IF Estimation Based on the Pseudo WVD Adapted Using the Improved Sliding Pairwise ICI Rule

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

    Jonatan Lerga

  72. Performance analysis of the LPA-RICI denoising method

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

    Jonatan Lerga

  73. A Signal Denoising Method Based on the Improved ICI Rule

    Article • IEEE Signal Processing Letters, January 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Jonatan Lerga