Improved SMOTE Algorithm to Deal with Imbalanced Activity Classes in Smart Homes
Published 2018 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Improved SMOTE Algorithm to Deal with Imbalanced Activity Classes in Smart Homes
Authors
Keywords
-
Journal
NEURAL PROCESSING LETTERS
Volume -, Issue -, Pages -
Publisher
Springer Nature America, Inc
Online
2018-10-29
DOI
10.1007/s11063-018-9940-3
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- A lightweight multi-layer authentication protocol for wireless body area networks
- (2018) Jian Shen et al. Future Generation Computer Systems-The International Journal of eScience
- Cost-sensitive and hybrid-attribute measure multi-decision tree over imbalanced data sets
- (2018) Fenglian Li et al. INFORMATION SCIENCES
- High-Impact Bug Report Identification with Imbalanced Learning Strategies
- (2017) Xin-Li Yang et al. JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY
- A belief propagation-based method for task allocation in open and dynamic cloud environments
- (2017) Yan Kong et al. KNOWLEDGE-BASED SYSTEMS
- Energy-efficient data-gathering rendezvous algorithms with mobile sinks for wireless sensor networks
- (2017) Jian Zhang et al. International Journal of Sensor Networks
- Temperature error correction based on BP neural network in meteorological wireless sensor network
- (2017) Baowei Wang et al. International Journal of Sensor Networks
- Compressive sensing of piezoelectric sensor response signal for phased array structural health monitoring
- (2017) Yajie Sun et al. International Journal of Sensor Networks
- A Robust Regularization Path Algorithm for $\nu $ -Support Vector Classification
- (2017) Bin Gu et al. IEEE Transactions on Neural Networks and Learning Systems
- Structural Minimax Probability Machine
- (2017) Bin Gu et al. IEEE Transactions on Neural Networks and Learning Systems
- Deep Multimodal Distance Metric Learning Using Click Constraints for Image Ranking
- (2017) Jun Yu et al. IEEE Transactions on Cybernetics
- A Novel Approach Based on Time Cluster for Activity Recognition of Daily Living in Smart Homes
- (2017) Yaqing Liu et al. Symmetry-Basel
- Efficient algorithm for k-barrier coverage based on integer linear programming
- (2016) Yanhua Zhang et al. China Communications
- A Privacy-Preserving and Copy-Deterrence Content-Based Image Retrieval Scheme in Cloud Computing
- (2016) Zhihua Xia et al. IEEE Transactions on Information Forensics and Security
- LED: A fast overlapping communities detection algorithm based on structural clustering
- (2016) Tinghuai Ma et al. NEUROCOMPUTING
- Mixed-kernel based weighted extreme learning machine for inertial sensor based human activity recognition with imbalanced dataset
- (2016) Donghui Wu et al. NEUROCOMPUTING
- Cost-Sensitive Large margin Distribution Machine for classification of imbalanced data
- (2016) Fanyong Cheng et al. PATTERN RECOGNITION LETTERS
- Hidden State Conditional Random Field for Abnormal Activity Recognition in Smart Homes
- (2015) Yu Tong et al. Entropy
- Multimodal Deep Autoencoder for Human Pose Recovery
- (2015) Chaoqun Hong et al. IEEE TRANSACTIONS ON IMAGE PROCESSING
- SMOTE–IPF: Addressing the noisy and borderline examples problem in imbalanced classification by a re-sampling method with filtering
- (2015) José A. Sáez et al. INFORMATION SCIENCES
- User Activity Recognition in Smart Homes Using Pattern Clustering Applied to Temporal ANN Algorithm
- (2015) Serge Bourobou et al. SENSORS
- Incremental Support Vector Learning for Ordinal Regression
- (2015) Bin Gu et al. IEEE Transactions on Neural Networks and Learning Systems
- Learning to Rank Using User Clicks and Visual Features for Image Retrieval
- (2015) Jun Yu et al. IEEE Transactions on Cybernetics
- Click Prediction for Web Image Reranking Using Multimodal Sparse Coding
- (2014) Jun Yu et al. IEEE TRANSACTIONS ON IMAGE PROCESSING
- RWO-Sampling: A random walk over-sampling approach to imbalanced data classification
- (2014) Huaxiang Zhang et al. Information Fusion
- A new classification strategy for human activity recognition using cost sensitive support vector machines for imbalanced data
- (2014) Bilal M’hamed Abidine et al. KYBERNETES
- Dynamic sensor event segmentation for real-time activity recognition in a smart home context
- (2014) Jie Wan et al. Personal and Ubiquitous Computing
- An Ontology-Based Hybrid Approach to Activity Modeling for Smart Homes
- (2014) Liming Chen et al. IEEE Transactions on Human-Machine Systems
- IRUSRT: A Novel Imbalanced Learning Technique by Combining Inverse Random Under Sampling and Random Tree
- (2013) Chun-Xia Zhang et al. COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION
- Determination of Sit-to-Stand Transfer Duration Using Bed and Floor Pressure Sequences
- (2009) A. Arcelus et al. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
- Learning from Imbalanced Data
- (2009) Haibo He et al. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
- Assessing the Quality of Activities in a Smart Environment
- (2009) D. J. Cook et al. METHODS OF INFORMATION IN MEDICINE
- Recognizing independent and joint activities among multiple residents in smart environments
- (2009) Geetika Singla et al. Journal of Ambient Intelligence and Humanized Computing
- Sensor-Based Abnormal Human-Activity Detection
- (2008) Jie Yin et al. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
Find Funding. Review Successful Grants.
Explore over 25,000 new funding opportunities and over 6,000,000 successful grants.
ExploreFind the ideal target journal for your manuscript
Explore over 38,000 international journals covering a vast array of academic fields.
Search