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  1. An Explainable Deep Learning Framework with Adaptive Feature Selection for Smart Lemon Disease Classification in Agriculture

    Article • Electronics, October 2025, MDPI AG

    Prof Antonio Della Cioppa

  2. Model-Free-Communication Federated Neuroevolution

    Article • ACM Transactions on Evolutionary Learning and Optimization, June 2025, ACM (Association for Computing Machinery)

    Prof Antonio Della Cioppa

  3. NEvoFed: A Decentralized Approach to Federated NeuroEvolution of Heterogeneous Neural Networks

    Article • July 2024, ACM (Association for Computing Machinery)

    Prof Antonio Della Cioppa

  4. Model-Free-Communication Federated Learning: Framework and application to Precision Medicine

    Article • Biomedical Signal Processing and Control, January 2024, Elsevier

    Prof Antonio Della Cioppa

  5. A Federated Learning-Inspired Evolutionary Algorithm: Application to Glucose Prediction

    Article • Sensors, March 2023, MDPI AG

    Prof Antonio Della Cioppa

  6. Distributed Assessment of Virtual Insulin-Pump Settings Using SmartCGMS and DMMS.R for Diabetes Treatment

    Article • Sensors, December 2022, MDPI AG

    Prof Antonio Della Cioppa

  7. Investigating One-Class Classifiers to Diagnose Alzheimer’s Disease from Handwriting

    Article • January 2022, Springer Science + Business Media

    Prof Antonio Della Cioppa

  8. Prediction of personalized blood glucose levels in type 1 diabetic patients using a neuroevolution approach

    Article • July 2021, ACM (Association for Computing Machinery)

    Prof Antonio Della Cioppa

  9. Learning to walk - reward relevance within an enhanced neuroevolution approach

    Article • July 2020, ACM (Association for Computing Machinery)

    Prof Antonio Della Cioppa

  10. An Evolutionary Approach to Time-Optimal Control of Robotic Manipulators

    Article • Journal of Intelligent & Robotic Systems, November 2019, Springer Science + Business Media

    Prof Antonio Della Cioppa

  11. Exploiting multi-core and GPU hardware to speed up the registration of range images by means of Differential Evolution

    Article • Journal of Parallel and Distributed Computing, November 2019, Elsevier

    Prof Antonio Della Cioppa

  12. Evolution-based configuration optimization of a Deep Neural Network for the classification of Obstructive Sleep Apnea episodes

    Article • Future Generation Computer Systems, September 2019, Elsevier

    Prof Antonio Della Cioppa

  13. Investigating surrogate-assisted cooperative coevolution for large-Scale global optimization

    Article • Information Sciences, May 2019, Elsevier

    Prof Antonio Della Cioppa

  14. A genetic programming-based regression for extrapolating a blood glucose-dynamics model from interstitial glucose measurements and their first derivatives

    Article • Applied Soft Computing, April 2019, Elsevier

    Prof Antonio Della Cioppa

  15. Automatic Diagnosis of Neurodegenerative Diseases: An Evolutionary Approach for Facing the Interpretability Problem

    Article • Information, January 2019, MDPI AG

    Prof Antonio Della Cioppa

  16. A Decision Tree for Automatic Diagnosis of Parkinson’s Disease from Offline Drawing Samples: Experiments and Findings

    Article • January 2019, Springer Science + Business Media

    Prof Antonio Della Cioppa

  17. Genetic Programming-based induction of a glucose-dynamics model for telemedicine

    Article • Journal of Network and Computer Applications, October 2018, Elsevier

    Prof Antonio Della Cioppa

  18. An evolutionary methodology for estimating blood glucose levels from interstitial glucose measurements and their derivatives

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

    Prof Antonio Della Cioppa

  19. Exploiting diversity in an asynchronous migration model for distributed differential evolution

    Article • July 2017, ACM (Association for Computing Machinery)

    Prof Antonio Della Cioppa

  20. Large scale optimization of computationally expensive functions

    Article • July 2017, ACM (Association for Computing Machinery)

    Prof Antonio Della Cioppa

  21. Accurate estimate of Blood Glucose through Interstitial Glucose by Genetic Programming

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

    Prof Antonio Della Cioppa

  22. A genetic programming approach to modeling power losses of Insulate Gate Bipolar Transistors

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

    Prof Antonio Della Cioppa

  23. An asynchronous adaptive multi-population model for distributed differential evolution

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

    Prof Antonio Della Cioppa

  24. Fast Range Image Registration by an Asynchronous Adaptive Distributed Differential Evolution

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

    Prof Antonio Della Cioppa

  25. Applications of Evolutionary Computation

    Article • January 2016, Springer Science + Business Media

    Prof Antonio Della Cioppa, Dr. Carlos Cotta

  26. Applications of Evolutionary Computation

    Article • January 2016, Springer Science + Business Media

    Prof Antonio Della Cioppa, Dr. Carlos Cotta

  27. An evolutionary approach to the dynamical reconfiguration of photovoltaic fields

    Article • Neurocomputing, December 2015, Elsevier

    Prof Antonio Della Cioppa

  28. Identification of ferrite core inductors parameters by evolutionary algorithms

    Article • July 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Antonio Della Cioppa

  29. Applications of Evolutionary Computation

    Article • January 2015, Springer Science + Business Media

    Prof Antonio Della Cioppa, Dr. Carlos Cotta

  30. An adaptive invasion-based model for distributed Differential Evolution

    Article • Information Sciences, September 2014, Elsevier

    Prof Antonio Della Cioppa

  31. Impact of the Topology on the Performance of Distributed Differential Evolution

    Article • January 2014, Springer Science + Business Media

    Prof Antonio Della Cioppa

  32. Applications of Evolutionary Computation

    Article • January 2014, Springer Science + Business Media

    Prof Antonio Della Cioppa, Dr. Carlos Cotta

  33. Using an adaptive invasion-based model for fast range image registration

    Article • January 2014, ACM (Association for Computing Machinery)

    Prof Antonio Della Cioppa

  34. Evolutionary approaches for pooling classifier ensembles: Performance evaluation

    Article • December 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Antonio Della Cioppa

  35. Biological invasion–inspired migration in distributed evolutionary algorithms

    Article • Information Sciences, November 2012, Elsevier

    Prof Antonio Della Cioppa

  36. A Model Based on Biological Invasions for Island Evolutionary Algorithms

    Article • January 2012, Springer Science + Business Media

    Prof Antonio Della Cioppa

  37. On the Structural Shape Optimization through Variational Methods and Evolutionary Algorithms

    Article • Mechanics of Advanced Materials and Structures, June 2011, Taylor & Francis

    Prof Antonio Della Cioppa

  38. Speciation in evolutionary algorithms

    Article • January 2011, ACM (Association for Computing Machinery)

    Prof Antonio Della Cioppa

  39. A Distributed Bio-Inspired Method for Multisite Grid Mapping

    Article • Applied Computational Intelligence and Soft Computing, January 2010, Hindawi Publishing Corporation

    Prof Antonio Della Cioppa

  40. Extremal Optimization Dynamics in Neutral Landscapes: The Royal Road Case

    Article • January 2010, Springer Science + Business Media

    Prof Antonio Della Cioppa

  41. An innovative perspective on mapping in grids

    Article • June 2009, ACM (Association for Computing Machinery)

    Prof Antonio Della Cioppa

  42. Extremal Optimization as a Viable Means for Mapping in Grids

    Article • January 2009, Springer Science + Business Media

    Prof Antonio Della Cioppa

  43. Distributed Differential Evolution for the Registration of Satellite and Multimodal Medical Imagery

    Article • January 2009, Springer Science + Business Media

    Prof Antonio Della Cioppa

  44. Differential Evolution as a viable tool for satellite image registration

    Article • Applied Soft Computing, September 2008, Elsevier

    Prof Antonio Della Cioppa

  45. A Multiobjective Evolutionary Approach for Multisite Mapping on Grids

    Article • January 2008, Springer Science + Business Media

    Prof Antonio Della Cioppa

  46. Automatic Recognition of Hand Gestures with Differential Evolution

    Article • January 2008, Springer Science + Business Media

    Prof Antonio Della Cioppa

  47. Genetic Programming

    Article • January 2008, Springer Science + Business Media

    Prof Antonio Della Cioppa

  48. CTRNN Parameter Learning using Differential Evolution

    Article • January 2008, IOS Press

    Prof Antonio Della Cioppa

  49. Where Are the Niches? Dynamic Fitness Sharing

    Article • IEEE Transactions on Evolutionary Computation, August 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Antonio Della Cioppa

  50. Facing classification problems with Particle Swarm Optimization

    Article • Applied Soft Computing, June 2007, Elsevier

    Prof Antonio Della Cioppa

  51. A Distributed Differential Evolution Approach for Mapping in a Grid Environment

    Article • February 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Antonio Della Cioppa

  52. DETERMINISTIC AND EVOLUTIONARY EXTRACTION OF DELTA-LOGNORMAL PARAMETERS: PERFORMANCE COMPARISON

    Article • International Journal of Pattern Recognition and Artificial Intelligence, February 2007, World Scientific Pub Co Pte Lt

    Prof Antonio Della Cioppa

  53. Distributed Differential Evolution for the Registration of Remotely Sensed Images

    Article • February 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Antonio Della Cioppa

  54. Multiobjective Differential Evolution for Mapping in a Grid Environment

    Article • January 2007, Springer Science + Business Media

    Prof Antonio Della Cioppa

  55. Performance of genetic programming to extract the trend in noisy data series

    Article • Physica A Statistical Mechanics and its Applications, October 2006, Elsevier

    Prof Antonio Della Cioppa

  56. Effects of extreme environmental changes on population dynamics

    Article • Physica A Statistical Mechanics and its Applications, September 2006, Elsevier

    Prof Antonio Della Cioppa

  57. Genetic Programming for Inductive Inference of Chaotic Series

    Article • January 2006, Springer Science + Business Media

    Prof Antonio Della Cioppa

  58. An evolutionary approach for automatically extracting intelligible classification rules

    Article • Knowledge and Information Systems, February 2005, Springer Science + Business Media

    Prof Antonio Della Cioppa

  59. A new variable---length genome genetic algorithm for data clustering in semeiotics

    Article • January 2005, ACM (Association for Computing Machinery)

    Prof Antonio Della Cioppa

  60. A novel grammar-based genetic programming approach to clustering

    Article • January 2005, ACM (Association for Computing Machinery)

    Prof Antonio Della Cioppa

  61. Inductive inference of chaotic series by Genetic Programming

    Article • January 2005, ACM (Association for Computing Machinery)

    Prof Antonio Della Cioppa

  62. On the Role of Population Size and Niche Radius in Fitness Sharing

    Article • IEEE Transactions on Evolutionary Computation, December 2004, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Antonio Della Cioppa

  63. Character preclassification based on genetic programming

    Article • Pattern Recognition Letters, October 2002, Elsevier

    Prof Antonio Della Cioppa

  64. Discovering interesting classification rules with genetic programming

    Article • Applied Soft Computing, May 2002, Elsevier

    Prof Antonio Della Cioppa

  65. Learning handwriting by evolution: a conceptual framework for performance evaluation and tuning

    Article • Pattern Recognition, May 2002, Elsevier

    Prof Antonio Della Cioppa

  66. Mutation-based genetic algorithm: performance evaluation

    Article • Applied Soft Computing, May 2002, Elsevier

    Prof Antonio Della Cioppa

  67. Adaptation and Learning for Pattern Recognition: A Comparison Between Neural and Evolutionary Computation

    Article • January 2001, Springer Science + Business Media

    Prof Antonio Della Cioppa

  68. Grouping Character Shapes by Means of Genetic Programming

    Article • January 2001, Springer Science + Business Media

    Prof Antonio Della Cioppa

  69. A new mutation operator for evolutionary airfoil design

    Article • Soft Computing, June 1999, Springer Science + Business Media

    Prof Antonio Della Cioppa

  70. Handwritten numeral recognition by means of evolutionary algorithms

    Article • January 1999, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Antonio Della Cioppa

  71. Artificial Neural Networks Optimization by means of Evolutionary Algorithms

    Article • January 1998, Springer Science + Business Media

    Prof Antonio Della Cioppa

  72. M ijn Mutation Operator for Aerofoil Design Optimisation

    Article • January 1998, Springer Science + Business Media

    Prof Antonio Della Cioppa

  73. Investigating a Parallel Breeder Genetic Algorithm on the inverse Aerodynamic design

    Article • January 1996, Springer Science + Business Media

    Prof Antonio Della Cioppa

  74. Genetic algorithms applied to the aerodynamic design of transonic airfoils

    Article • Journal of Aircraft, July 1995, American Institute of Aeronautics and Astronautics (AIAA)

    Prof Antonio Della Cioppa

  75. An Evolutionary Approach to Digitalized Hand Signs Recognition

    Article • Springer Science + Business Media

    Prof Antonio Della Cioppa

  76. Differential Evolution for the Registration of Remotely Sensed Images

    Article • Springer Science + Business Media

    Prof Antonio Della Cioppa

  77. Satellite Image Registration by Distributed Differential Evolution

    Article • Springer Science + Business Media

    Prof Antonio Della Cioppa

  78. A Genetic Algorithm with Self–sizing Genomes for Data Clustering in Dermatological Semeiotics

    Article • Springer Science + Business Media

    Prof Antonio Della Cioppa

  79. An Innovative Approach to Genetic Programming—based Clustering

    Article • Springer Science + Business Media

    Prof Antonio Della Cioppa

  80. Exploiting reliability for dynamic selection of classi .ers by means of genetic algorithms

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Prof Antonio Della Cioppa

  81. Unsupervised spectral pattern recognition for multispectral images by means of a genetic programming approach

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Prof Antonio Della Cioppa

  82. An investigation on MPEG audio segmentation by evolutionary algorithms

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Prof Antonio Della Cioppa

  83. An evolutionary system for automatic explicit rule extraction

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Prof Antonio Della Cioppa

  84. A new evolutionary learning model for handwritten character prototyping

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Prof Antonio Della Cioppa