Machine learning model and XAI algorithms
The dataset used to train the classifier is a publicly available dataset from the University of California Irvine Machine Learning Repository11. It contains data on 61,069 specimens from 173 mushroom…
Category: 7. Maths
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Dataset on guided waves from long-term structural health monitoring under uncontrolled and dynamic conditions
The study leverages correlation coefficients between adjacent guided waves, as well as optimal correlation coefficients with baseline guided waves, to validate structural health challenges present in the public dataset—challenges that are also…
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A Dataset of Pinna-Related Transfer Functions Using High-Resolution Pinna Models
Model acquisition
Participants
A total of 75 participants, aged 24 ± 5 years, were recruited for this research, including 40 males and 35 females. All participants were in good physical health, without any physiological abnormalities of the…
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Consider the energy consumption of your quantum circuits
Consider the energy consumption of your quantum circuits
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Embodied artificial intelligence in ophthalmology
Duan, J., Yu, S., Tan, H. L., Zhu, H. & Tan, C. A survey of embodied AI: from simulators to research tasks. IEEE Trans. Emerg. Top. Comput. Intell. 6, 230–244 (2022).
Google Scholar
Smith, L….
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A coupled-oscillator-based Ising chip for combinatorial optimization
Karp, R. M. in Complexity of Computer Computations (eds Miller, R. E. et al.) 85–103 (Springer, 1972).
Cook, W. J., Cunningham, W. H., Pulleyblank, W. R. & Schrijver, A. Combinatorial Optimization (Wiley, 1998).
Garey, M. R. & Johnson, D. S….
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Physical restoration of a painting with a digitally constructed mask
Stoner, J. H. & Rushfield, R. (eds.) Conservation of Easel Paintings (Routledge, 2020).
Idelson, A. I. & Severini, L. in The Encyclopedia of Archaeological Sciences (ed. López Varela, S. L.) (Wiley, 2018).
Corona, L. Stored collections of museums:…
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Transformer-based multitask assist control from first-person view image and user’s kinematic information for exoskeleton robots
Participants
This study conducted the experiments with two participants (P1: male; age = 37 years; mass = 70 kg; height = 1.71 m, P2: male; age = 60 years; mass = 54 kg; height = 1.60 m) with no prior history of movement disorders, after obtaining…
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Artificial intelligence should genuinely support clinical reasoning and decision making to bridge the translational gap
Sarker, I. H. Machine learning: Algorithms, real-world applications and research directions. SN Computer Sci. 2, 160 (2021).
Chang, A. C. Intelligence-based medicine: Artificial intelligence…
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Causal-oriented representation learning for time-series forecasting based on the spatiotemporal information transformation
Dynamic causation based on delay embedding scheme
According to dynamical systems theory, a necessary condition for two variables (e.g., \(a\) and \(b\)) to be causally linked is that they belong to the same dynamic system, meaning that they share…
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