AIMC Topic: Computer Communication Networks

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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...
Computer Simulation Computer Communication Networks Wireless Technology Machine Learning Algorithms
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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...
Algorithms Computer Simulation Models, Neurological Humans Neural Networks, Computer Neurons Computer Communication Networks Memory, Long-Term
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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...
Cooperative Behavior Computer Communication Networks Machine Learning Information Dissemination Logistic Models Computer Security Confidentiality Privacy Models, Statistical Humans
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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 Computer Communication Networks Travel Artificial Intelligence Algorithms Computer Simulation Automobiles
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Distributed parameter estimation in unreliable sensor networks via broadcast gossip algorithms.

Neural networks : the official journal of the International Neural Network Society Oct 9, 2015
In this paper, we present an asynchronous algorithm to estimate the unknown parameter under an unreliable network which allows new sensors to join and old sensors to leave, and can tolerate link failures. Each sensor has access to partially informati...
Stochastic Processes Computer Communication Networks Communication Nonlinear Dynamics Neural Networks, Computer Algorithms
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Development of an informatics infrastructure for data exchange of biomolecular simulations: Architecture, data models and ontology.

SAR and QSAR in environmental research Sep 21, 2015
Biomolecular simulations aim to simulate structure, dynamics, interactions, and energetics of complex biomolecular systems. With the recent advances in hardware, it is now possible to use more complex and accurate models, but also reach time scales t...
Molecular Structure Information Dissemination Computational Biology Models, Molecular Computer Simulation Vocabulary, Controlled Biological Ontologies Computer Communication Networks Quantitative Structure-Activity Relationship
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Self-Adaptive Strategy Based on Fuzzy Control Systems for Improving Performance in Wireless Sensors Networks.

Sensors (Basel, Switzerland) Sep 18, 2015
The solutions to cope with new challenges that societies have to face nowadays involve providing smarter daily systems. To achieve this, technology has to evolve and leverage physical systems automatic interactions, with less human intervention. Tech...
Fuzzy Logic Computer Communication Networks Wireless Technology Software
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Prediction of telephone calls load using Echo State Network with exogenous variables.

Neural networks : the official journal of the International Neural Network Society Sep 7, 2015
We approach the problem of forecasting the load of incoming calls in a cell of a mobile network using Echo State Networks. With respect to previous approaches to the problem, we consider the inclusion of additional telephone records regarding the act...
Cell Phone Models, Theoretical Computer Communication Networks Neural Networks, Computer Algorithms Forecasting Machine Learning
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Artificial Intelligence in Medicine AIME 2013.

Artificial intelligence in medicine Jul 30, 2015
Humans Medicine Image Processing, Computer-Assisted Artificial Intelligence Computer Communication Networks Information Systems Patient Participation Data Mining Vocabulary, Controlled
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Simulation of Smart Home Activity Datasets.

Sensors (Basel, Switzerland) Jun 16, 2015
A globally ageing population is resulting in an increased prevalence of chronic conditions which affect older adults. Such conditions require long-term care and management to maximize quality of life, placing an increasing strain on healthcare resour...
Computer Communication Networks Humans Monitoring, Ambulatory Artificial Intelligence Home Care Services Models, Theoretical
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