AIMC Topic: Computer Simulation

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Predicting the perception of performed dynamics in music audio with ensemble learning.

The Journal of the Acoustical Society of America Mar 1, 2017
By varying the dynamics in a musical performance, the musician can convey structure and different expressions. Spectral properties of most musical instruments change in a complex way with the performed dynamics, but dedicated audio features for model...
Periodicity Auditory Perception Time Perception Loudness Perception Models, Psychological Judgment Music Pitch Perception Computer Simulation Reproducibility of Results Time Factors Signal Processing, Computer-Assisted Acoustics Sound Spectrography Acoustic Stimulation Humans Machine Learning
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Artificial intelligence based model for optimization of COD removal efficiency of an up-flow anaerobic sludge blanket reactor in the saline wastewater treatment.

Water science and technology : a journal of the International Association on Water Pollution Research Mar 1, 2017
The complex non-linear behavior presented in the biological treatment of wastewater requires an accurate model to predict the system performance. This study evaluates the effectiveness of an artificial intelligence (AI) model, based on the combinatio...
Algorithms Water Purification Computer Simulation Temperature Neural Networks, Computer Artificial Intelligence Wastewater Bioreactors Sewage Biological Oxygen Demand Analysis Solutions Models, Theoretical Anaerobiosis Oxygen
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Use of Robotic Manipulators to Study Diarthrodial Joint Function.

Journal of biomechanical engineering Feb 1, 2017
Diarthrodial joint function is mediated by a complex interaction between bones, ligaments, capsules, articular cartilage, and muscles. To gain a better understanding of injury mechanisms and to improve surgical procedures, an improved understanding o...
Range of Motion, Articular Stress, Mechanical Robotics Joints Equipment Failure Analysis Equipment Design Humans Physical Examination Models, Biological Computer Simulation Elastic Modulus Torque Animals
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Computational Architecture of the Granular Layer of Cerebellum-Like Structures.

Cerebellum (London, England) Feb 1, 2017
In the adaptive filter model of the cerebellum, the granular layer performs a recoding which expands incoming mossy fibre signals into a temporally diverse set of basis signals. The underlying neural mechanism is not well understood, although various...
Cerebellum Biological Evolution Animals Models, Neurological Neurons Neural Networks, Computer Computer Simulation
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Feedforward Chemical Neural Network: An In Silico Chemical System That Learns xor.

Artificial life Jan 1, 2017
Inspired by natural biochemicals that perform complex information processing within living cells, we design and simulate a chemically implemented feedforward neural network, which learns by a novel chemical-reaction-based analogue of backpropagation....
Algorithms Computer Simulation Neurons Membranes, Artificial Neural Networks, Computer Machine Learning
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Comparison of machine-learning algorithms to build a predictive model for detecting undiagnosed diabetes - ELSA-Brasil: accuracy study.

Sao Paulo medical journal = Revista paulista de medicina Jan 1, 2017
CONTEXT AND OBJECTIVE:: Type 2 diabetes is a chronic disease associated with a wide range of serious health complications that have a major impact on overall health. The aims here were to develop and validate predictive models for detecting undiagnos...
Brazil Diabetes Mellitus, Type 2 Logistic Models Bayes Theorem Sensitivity and Specificity Male Humans Middle Aged Neural Networks, Computer Algorithms Computer Simulation Feasibility Studies Female Supervised Machine Learning Reproducibility of Results Aged Adult
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Importance of Matching Physical Friction, Hardness, and Texture in Creating Realistic Haptic Virtual Surfaces.

IEEE transactions on haptics Jan 1, 2017
Interacting with physical objects through a tool elicits tactile and kinesthetic sensations that comprise your haptic impression of the object. These cues, however, are largely missing from interactions with virtual objects, yielding an unrealistic u...
Robotics Surface Properties Hardness Female Vibration Humans Touch Male Algorithms Physical Stimulation User-Computer Interface Computer Simulation Friction Models, Theoretical
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Three-Dimensional Path Planning for Uninhabited Combat Aerial Vehicle Based on Predator-Prey Pigeon-Inspired Optimization in Dynamic Environment.

IEEE/ACM transactions on computational biology and bioinformatics Jan 1, 2017
Three-dimension path planning of uninhabited combat aerial vehicle (UCAV) is a complicated optimal problem, which mainly focused on optimizing the flight route considering the different types of constrains under complex combating environment. A novel...
Animals Aircraft Models, Biological Predatory Behavior Artificial Intelligence Algorithms Flight, Animal Computer Simulation Spatial Navigation Raptors
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A Gene Selection Method for Microarray Data Based on Binary PSO Encoding Gene-to-Class Sensitivity Information.

IEEE/ACM transactions on computational biology and bioinformatics Jan 1, 2017
Traditional gene selection methods for microarray data mainly considered the features' relevance by evaluating their utility for achieving accurate predication or exploiting data variance and distribution, and the selected genes were usually poorly e...
Biomimetics Oligonucleotide Array Sequence Analysis Crowding Support Vector Machine Models, Statistical Models, Biological Computer Simulation Reproducibility of Results Sensitivity and Specificity Gene Expression Profiling Algorithms
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A Novel Cluster Head Selection Algorithm Based on Fuzzy Clustering and Particle Swarm Optimization.

IEEE/ACM transactions on computational biology and bioinformatics Jan 1, 2017
An important objective of wireless sensor network is to prolong the network life cycle, and topology control is of great significance for extending the network life cycle. Based on previous work, for cluster head selection in hierarchical topology co...
Computer Simulation Fuzzy Logic Cluster Analysis Models, Statistical Biomimetics Computer Communication Networks Wireless Technology Crowding Algorithms
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