27 citations
- Complexity and Topology in Quantum MatterDE1 paper
- Embry–Riddle Aeronautical UniversityUS1 paper
- Leibniz Institute for Solid State and Materials ResearchDE1 paper
- Lviv UniversityUA1 paper
- MassMutual Financial Group (United States)US1 paper
- NatureServeUS1 paper
- Rhodes UniversityZA1 paper
- SKA Telescope, South AfricaZA1 paper
- Technion – Israel Institute of TechnologyIL1 paper
- Ukrainian Catholic UniversityUA1 paper
- University of ChicagoUS1 paper
- University of MississippiUS1 paper
5 papers
Machine learning based animal emotion classification using audio signals
Mariia Slobodian, Mykola Kozlenko
This paper presents the machine learning approach to the automated classification of a dog's emotional state based on the processing and recognition of audio signals. It offers hel…
Machine learning-assisted search for novel coagulants: when machine learning can be efficient even if data availability is low
Andrij Rovenchak, Maksym Druchok
Design of new drugs is a challenging process: a candidate molecule should satisfy multiple conditions to act properly and make the least side-effect -- perfect candidates selective…
Improved Touchless Respiratory Rate Sensing
Petro Franchuk, Tetiana Yezerska
Recently, remote respiratory rate measurement techniques gained much attention as they were developed to overcome the limitations of device-based classical methods and manual count…
Topology and localization of a periodically driven Kitaev model
I. C. Fulga, M. Maksymenko, M. T. Rieder +2
Periodically driven quantum many-body systems support anomalous topological phases of matter, which cannot be realized by static systems. In many cases, these anomalous phases can…
TensorFlow Enabled Genetic Programming
Kai Staats, Edward Pantridge, Marco Cavaglia +2
Genetic Programming, a kind of evolutionary computation and machine learning algorithm, is shown to benefit significantly from the application of vectorized data and the TensorFlow…