AIMC Topic: Computer Communication Networks

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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...
Nonlinear Dynamics Stochastic Processes Computer Communication Networks Algorithms Communication Neural Networks, Computer
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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...
Biological Ontologies Models, Molecular Computer Communication Networks Computer Simulation Vocabulary, Controlled Molecular Structure Quantitative Structure-Activity Relationship Computational Biology Information Dissemination
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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...
Software Fuzzy Logic Wireless Technology Computer Communication Networks
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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...
Models, Theoretical Computer Communication Networks Cell Phone Algorithms Forecasting Neural Networks, Computer Machine Learning
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Artificial Intelligence in Medicine AIME 2013.

Artificial intelligence in medicine Jul 30, 2015
Humans Information Systems Image Processing, Computer-Assisted Data Mining Computer Communication Networks Artificial Intelligence Patient Participation Vocabulary, Controlled Medicine
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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...
Models, Theoretical Monitoring, Ambulatory Computer Communication Networks Home Care Services Humans Artificial Intelligence
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A lane-level LBS system for vehicle network with high-precision BDS/GPS positioning.

Computational intelligence and neuroscience Feb 8, 2015
In recent years, research on vehicle network location service has begun to focus on its intelligence and precision. The accuracy of space-time information has become a core factor for vehicle network systems in a mobile environment. However, difficul...
Delivery of Health Care Automobile Driving Monitoring, Ambulatory Artificial Intelligence Humans Algorithms Computer Communication Networks Biomedical Technology Hospital Information Systems
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Integrated semantics service platform for the Internet of Things: a case study of a smart office.

Sensors (Basel, Switzerland) Jan 19, 2015
The Internet of Things (IoT) allows machines and devices in the world to connect with each other and generate a huge amount of data, which has a great potential to provide useful knowledge across service domains. Combining the context of IoT with sem...
Computer Communication Networks Internet Systems Integration Artificial Intelligence User-Computer Interface
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Privacy-protecting, reliable response data discovery using COVID-19 patient observations.

Journal of the American Medical Informatics Association : JAMIA Jul 30, 2021
OBJECTIVE: To utilize, in an individual and institutional privacy-preserving manner, electronic health record (EHR) data from 202 hospitals by analyzing answers to COVID-19-related questions and posting these answers online.
Female Male Logistic Models Algorithms Electronic Health Records Information Storage and Retrieval Computer Communication Networks Common Data Elements Registries Confidentiality Humans Natural Language Processing COVID-19
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Potential limitations in COVID-19 machine learning due to data source variability: A case study in the nCov2019 dataset.

Journal of the American Medical Informatics Association : JAMIA Feb 15, 2021
OBJECTIVE: The lack of representative coronavirus disease 2019 (COVID-19) data is a bottleneck for reliable and generalizable machine learning. Data sharing is insufficient without data quality, in which source variability plays an important role. We...
COVID-19 Female Aged Humans Machine Learning Middle Aged Information Dissemination Patient Acuity Adult Datasets as Topic Data Accuracy Male Computer Communication Networks
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