Concepedia

Automated cognitive health assessment in smart homes using machine learning

Abdul Rehman Javed, Labiba Gillani Fahad, Asma Ahmad Farhan, Sidra Abbas, Gautam Srivastava, Reza M. Parizi, Mohammad S. Khan

Sustainable Cities and Society · 2020 · 174 citations · 52 references

Concepts

ComputingComputer ScienceHealth InformaticsArtificial IntelligenceHealth AssessmentMachine LearningBuilding AutomationBuilding Automation SystemsCognitive AssessmentCognitive Function AssessmentCognitive HealthCognitive MonitoringComputerized Cognitive AssessmentHome Health MonitoringHome-based Health AssessmentMachine Learning For Health MonitoringMachine Learning For HealthcareMachine Learning Prediction ModelsMachine Learning-based Assessment

References

52

SMOTE: Synthetic Minority Over-sampling Technique

Nitesh V. Chawla, Kevin W. Bowyer, Lawrence Hall et al. · Journal of Artificial Intelligence Research · 2002 · 31.2K citations · Full text

Computing, Computer Science, Data Science +12

The WEKA data mining software

Mark Hall, Eibe Frank, Geoffrey Holmes et al. · ACM SIGKDD Explorations Newsletter · 2009 · 17.8K citations

Computing, Computer Science, Artificial Intelligence +5

Principal component analysis

Svante Wold, Kim H. Esbensen, Paul Geladi · Chemometrics and Intelligent Laboratory Systems · 1987 · 11.5K citations

Natural Sciences, Biostatistics, Data Analytics +5

Feature selection based on mutual information criteria of max-dependency, max-relevance, and min-redundancy

Fuhui Long, Chen Ding · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2005 · 10.5K citations

Computing, Computer Science, Data Mining +16

Activity recognition using cell phone accelerometers

Jennifer R. Kwapisz, Gary M. Weiss, Samuel Moore · ACM SIGKDD Explorations Newsletter · 2011 · 2.9K citations

Computing, Data Science, Data Mining +16