Machine Learning in Wireless Sensor Networks: Algorithms, Strategies, and Applications

A wireless sensor network based on the novel concept of an I-matrix to achieve high-precision lighting control

(2013) Yuan Gao et al.   BUILDING AND ENVIRONMENT

From machine-to-machine communications towards cyber-physical systems

(2013) Jiafu Wan et al.   Computer Science and Information Systems

Adaptive regularization of weight vectors

(2013) Koby Crammer et al.   MACHINE LEARNING

Radio link quality estimation in wireless sensor networks

(2012) Nouha Baccour et al.   ACM Transactions on Sensor Networks

Distributed online outlier detection in wireless sensor networks using ellipsoidal support vector machine

(2012) Yang Zhang et al.   Ad Hoc Networks

Nonnegative Matrix Factorization: A Comprehensive Review

(2012) Yu-Xiong Wang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

In-network outlier detection in wireless sensor networks

(2012) Joel W. Branch et al.   KNOWLEDGE AND INFORMATION SYSTEMS

Spatial Gaussian Process Regression With Mobile Sensor Networks

(2012) Dongbing Gu et al.   IEEE Transactions on Neural Networks and Learning Systems

Structured Compressed Sensing: From Theory to Applications

(2011) Marco F. Duarte et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

A survey of techniques and challenges in underwater localization

(2011) Hwee-Pink Tan et al.   OCEAN ENGINEERING

A methodology to optimize query in wireless sensor networks using historical data

(2011) Haroon Malik et al.   Journal of Ambient Intelligence and Humanized Computing

MAC Essentials for Wireless Sensor Networks

(2010) Abdelmalik Bachir et al.   IEEE Communications Surveys and Tutorials

Outlier Detection Techniques for Wireless Sensor Networks: A Survey

(2010) Yang Zhang et al.   IEEE Communications Surveys and Tutorials

Computational Intelligence in Wireless Sensor Networks: A Survey

(2010) Raghavendra V. Kulkarni et al.   IEEE Communications Surveys and Tutorials

MRL-CC: a novel cooperative communication protocol for QoS provisioning in wireless sensor networks

(2010) Xuedong Liang et al.   International Journal of Sensor Networks

Decentralized control of adaptive sampling in wireless sensor networks

(2009) Johnsen Kho et al.   ACM Transactions on Sensor Networks

Robust Location-Aware Activity Recognition Using Wireless Sensor Network in an Attentive Home

(2009) Ching-Hu Lu et al.   IEEE Transactions on Automation Science and Engineering

Smart Sensors Network for Air Quality Monitoring Applications

(2009) O.A. Postolache et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

A Lightweight Collaborative Fault Tolerant Target Localization System for Wireless Sensor Networks

(2009) Z. Merhi et al.   IEEE TRANSACTIONS ON MOBILE COMPUTING

A Neural Network Model to Minimize the Connected Dominating Set for Self-Configuration of Wireless Sensor Networks

(2009) Hongmei He et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

ZigBee-based wireless sensor networks for classifying the behaviour of a herd of animals using classification trees

(2008) E.S. Nadimi et al.   BIOSYSTEMS ENGINEERING

A soft computing approach to localization in wireless sensor networks

(2008) Sukhyun Yun et al.   EXPERT SYSTEMS WITH APPLICATIONS

Compressed Sensing for Networked Data

(2008) J. Haupt et al.   IEEE SIGNAL PROCESSING MAGAZINE

Wireless Sensor Network Modeling Using Modified Recurrent Neural Networks: Application to Fault Detection

(2008) A.I. Moustapha et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Localization In Wireless Sensor Networks Based on Support Vector Machines

(2008) D.A. Tran et al.   IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

Broadcast scheduling in wireless sensor networks using fuzzy Hopfield neural network

(2006) Y SHEN et al.   EXPERT SYSTEMS WITH APPLICATIONS