Tino, Peter

1. Whole-Genome Phenotype Prediction with Machine Learning: Open Problems in Bacterial Genomics
   2025/02/11 by Tamsin James, Ben Williamson, James, Tamsin +7 · 1 voice · 2 citations
   Biochemistry, Genetics and Molecular Biology · #Genomics and Phylogenetic Studies #Machine Learning in Bioinformatics #Genetics, Bioinformatics, and Biomedical Research
2. Input-to-State Representation in linear reservoirs dynamics
   2020/03/24 by Verzelli, Pietro, Alippi, Cesare, Livi, Lorenzo +1 · 1 citation
   #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
3. Probabilistic Learning Vector Quantization on Manifold of Symmetric Positive Definite Matrices
   2021/02/01 by Tang, Fengzhen, Feng, Haifeng, Tino, Peter +2 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. Autoencoding Time Series for Visualisation
   2015/05/05 by Nikolaos Gianniotis, Dennis Kügler, Gianniotis, Nikolaos +7 · 1 citation
   Computer Science · Physics and Astronomy · #Neural Networks and Reservoir Computing #Neural Networks and Applications #Model Reduction and Neural Networks
5. Linear Simple Cycle Reservoirs at the edge of stability perform Fourier decomposition of the input driving signals
   2024/11/30 by Fong, Robert Simon, Li, Boyu, Tino, Peter · 2 citations
   #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #Neural and Evolutionary Computing (cs.NE)
6. Swarming in stellar streams: Unveiling the structure of the Jhelum stream with ant colony-inspired computation
   2023/12/19 by Awad, Petra, Canducci, Marco, Balbinot, Eduardo +8 · 1 citation
   #Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences
7. Fitness-Based Growth of Directed Networks with Hierarchy
   2024/05/10 by Niall Rodgers, Rodgers, Niall, Peter Tiňo +3 · 1 citation
   Decision Sciences · #FOS: Physical sciences #Game Theory and Applications #Physics and Society (physics.soc-ph)
8. On the importance of structural identifiability for machine learning with partially observed dynamical systems
   2025/02/06 by Janis Norden, Norden, Janis, Elisa Oostwal +7 · 1 citation
   Computer Science · #Neural Networks and Applications