AIMC Topic: Computer Communication Networks

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Underwater Inherent Optical Properties Estimation Using a Depth Aided Deep Neural Network.

Computational intelligence and neuroscience Nov 15, 2017
Underwater inherent optical properties (IOPs) are the fundamental clues to many research fields such as marine optics, marine biology, and underwater vision. Currently, beam transmissometers and optical sensors are considered as the ideal IOPs measur...
Algorithms Water Remote Sensing Technology Humans Neural Networks, Computer Optics and Photonics Computer Communication Networks Signal Processing, Computer-Assisted Light
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A New Approach to Predict user Mobility Using Semantic Analysis and Machine Learning.

Journal of medical systems Oct 19, 2017
Mobility prediction is a technique in which the future location of a user is identified in a given network. Mobility prediction provides solutions to many day-to-day life problems. It helps in seamless handovers in wireless networks to provide better...
Humans Machine Learning Geographic Information Systems Markov Chains Text Messaging Computer Communication Networks Spatio-Temporal Analysis Bayes Theorem
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Spiking neural P systems with multiple channels.

Neural networks : the official journal of the International Neural Network Society Aug 24, 2017
Spiking neural P systems (SNP systems, in short) are a class of distributed parallel computing systems inspired from the neurophysiological behavior of biological spiking neurons. In this paper, we investigate a new variant of SNP systems in which ea...
Neural Networks, Computer Computer Communication Networks
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ROS-IGTL-Bridge: an open network interface for image-guided therapy using the ROS environment.

International journal of computer assisted radiology and surgery May 31, 2017
PURPOSE: With the growing interest in advanced image-guidance for surgical robot systems, rapid integration and testing of robotic devices and medical image computing software are becoming essential in the research and development. Maximizing the use...
Humans Software Surgery, Computer-Assisted Robotics Computer Communication Networks
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Fuzzy Computing Model of Activity Recognition on WSN Movement Data for Ubiquitous Healthcare Measurement.

Sensors (Basel, Switzerland) Dec 3, 2016
Ubiquitous health care (UHC) is beneficial for patients to ensure they complete therapeutic exercises by self-management at home. We designed a fuzzy computing model that enables recognizing assigned movements in UHC with privacy. The movements are m...
Computer Communication Networks Wireless Technology Pattern Recognition, Automated Movement Wearable Electronic Devices Models, Theoretical Signal Processing, Computer-Assisted Acceleration Fuzzy Logic Algorithms Delivery of Health Care Humans Neural Networks, Computer
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Competition among networks highlights the power of the weak.

Nature communications Nov 14, 2016
The unpreventable connections between real networked systems have recently called for an examination of percolation, diffusion or synchronization phenomena in multilayer networks. Here we use network science and game theory to explore interactions in...
Neural Networks, Computer Algorithms Humans Computer Communication Networks Game Theory Models, Theoretical
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Machine-Learning Based Channel Quality and Stability Estimation for Stream-Based Multichannel Wireless Sensor Networks.

Sensors (Basel, Switzerland) Sep 12, 2016
Wireless sensor networks (WSNs) have become more and more diversified and are today able to also support high data rate applications, such as multimedia. In this case, per-packet channel handshaking/switching may result in inducing additional overhea...
Machine Learning Algorithms Wireless Technology Computer Simulation Computer Communication Networks
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Optimizing NEURON Simulation Environment Using Remote Memory Access with Recursive Doubling on Distributed Memory Systems.

Computational intelligence and neuroscience Jun 20, 2016
Increase in complexity of neuronal network models escalated the efforts to make NEURON simulation environment efficient. The computational neuroscientists divided the equations into subnets amongst multiple processors for achieving better hardware pe...
Models, Neurological Neurons Algorithms Computer Simulation Computer Communication Networks Humans Memory, Long-Term Neural Networks, Computer
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Supporting Regularized Logistic Regression Privately and Efficiently.

PloS one Jun 6, 2016
As one of the most popular statistical and machine learning models, logistic regression with regularization has found wide adoption in biomedicine, social sciences, information technology, and so on. These domains often involve data of human subjects...
Computer Security Cooperative Behavior Computer Communication Networks Privacy Models, Statistical Information Dissemination Humans Confidentiality Machine Learning Logistic Models
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The Edge-Disjoint Path Problem on Random Graphs by Message-Passing.

PloS one Dec 28, 2015
We present a message-passing algorithm to solve a series of edge-disjoint path problems on graphs based on the zero-temperature cavity equations. Edge-disjoint paths problems are important in the general context of routing, that can be defined by inc...
Computer Graphics Travel Computer Communication Networks Computer Simulation Artificial Intelligence Algorithms Automobiles
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