| Ambient intelligence: Technologies, applications, and opportunities DJ Cook, JC Augusto, VR Jakkula Pervasive and mobile computing 5 (4), 277-298, 2009 | 1390 | 2009 |
| Tutorial on support vector machine (svm) V Jakkula School of EECS, Washington State University 37 (2.5), 3, 2006 | 631 | 2006 |
| Anomaly detection using temporal data mining in a smart home environment V Jakkula, DJ Cook Methods of information in medicine 47 (01), 70-75, 2008 | 149 | 2008 |
| Detecting anomalous sensor events in smart home data for enhancing the living experience V Jakkula, D Cook Workshops at the twenty-fifth AAAI conference on artificial intelligence, 2011 | 125 | 2011 |
| Using temporal relations in smart environment data for activity prediction VR Jakkula, DJ Cook Proceedings of the 24th International conference on machine learning, 1-4, 2007 | 87 | 2007 |
| Outlier detection in smart environment structured power datasets V Jakkula, D Cook 2010 sixth international conference on intelligent environments, 29-33, 2010 | 86 | 2010 |
| Temporal pattern discovery for anomaly detection in a smart home V Jakkula, DJ Cook, AS Crandall IET Digital Library, 2007 | 86 | 2007 |
| Knowledge discovery in entity based smart environment resident data using temporal relation based data mining VR Jakkula, AS Crandall, DJ Cook Seventh IEEE International Conference on Data Mining Workshops (ICDMW 2007 …, 2007 | 60 | 2007 |
| Mining sensor data in smart environment for temporal activity prediction V Jakkula, DJ Cook Poster session at the ACM SIGKDD, San Jose, CA, 2007 | 59 | 2007 |
| Monitoring health by detecting drifts and outliers for a smart environment inhabitant J Gaurav, J Daine Proceedings of the 4th International Conference on Smart Homes and Health …, 2006 | 46 | 2006 |
| Enhancing anomaly detection using temporal pattern discovery VR Jakkula, AS Crandall, DJ Cook Advanced intelligent environments, 175-194, 2009 | 43 | 2009 |
| Prediction models for a smart home based health care system VR Jakkula, DJ Cook, G Jain 21st International Conference on Advanced Information Networking and …, 2007 | 42 | 2007 |
| Learning temporal relations in smart home data V Jakkula, DJ Cook Proceedings of the Second International Conference on Technology and Aging …, 2007 | 40 | 2007 |
| Ambient Intelligence: applications in society and opportunities for AI DJ Cook, JC Augusto, VR Jakkula Pervasive and Mobile Computing 5 (4), 277-298, 2009 | 32 | 2009 |
| A time series based sequence prediction algorithm to detect activities of daily living in smart home M Marufuzzaman, MBI Reaz, MAM Ali, LF Rahman Methods of information in medicine 54 (03), 262-270, 2015 | 24 | 2015 |
| Enhancing smart home algorithms using temporal relations VR Jakkula, DJ Cook, A Mihailidis Technology and aging 21, 3-10, 2008 | 19 | 2008 |
| Predictive Data Mining to Learn Health Vitals of a Resident in a Smart Home. VR Jakkula Workshops Proceedings of the 7th IEEE International Conference on Data …, 2007 | 18 | 2007 |
| Biomedical data mining N Peek, C Combi, A Tucker Methods of Information in Medicine 48 (03), 225-228, 2009 | 11 | 2009 |
| Identification of lifestyle behavior patterns with prediction of the happiness of an inhabitant in a smart home V Jakkula, GM Youngblood, DJ Cook AAAI Workshop on Computational Aesthetics: Artificial Intelligence …, 2006 | 9 | 2006 |
| 10 Mining Temporal Relations in Smart Environment Data Using TempAl VR Jakkula, DJ Cook Knowledge Discovery from Sensor Data, 171, 2008 | 1 | 2008 |
