A support vector machine approach for categorization of patients suffering from chronic diseases

Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering

Volumn 83 LNICST, Issue , 2012, Pages 264-267

  Bellos, Christos ^a   Papadopoulos, Athanasios ^a   Rosso, Roberto ^b   Fotiadis, Dimitrios I ^a  

^a INSTITUTE OF COMPUTER SCIENCE   (Greece)

^b TESAN Telematic and Biomedical Services SpA   (Italy)

Author keywords

Management of Chronic Diseases; Personalized treatment; Real time classification; Wearable Monitoring

Indexed keywords

CENTRAL SYSTEMS; CHRONIC DISEASE; CHRONIC OBSTRUCTIVE PULMONARY DISEASE; CLASSIFICATION RESULTS; CLASSIFICATION SYSTEM; DATA SOURCE; DATA STORING; HEALTH STATUS; INTEGRATED PLATFORM; MULTI-CLASS SUPPORT VECTOR MACHINES; OPEN ARCHITECTURE; PERSONAL DIGITAL ASSISTANCES; PERSONALIZED TREATMENT; PILOT STUDIES; REAL-TIME DATA; VITAL SIGNALS;

ARTIFICIAL INTELLIGENCE; BODY SENSOR NETWORKS; DECISION SUPPORT SYSTEMS; HEALTH CARE; SUPPORT VECTOR MACHINES;

PULMONARY DISEASES;

EID: 84869592925     PISSN: 18678211     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-642-29734-2_36     Document Type: Conference Paper

References (8)

1. Bellos, C., Papadopoulos, A., Fotiadis, D.I., Rosso, R.: An Intelligent System for Classification of Patients Suffering from Chronic Diseases. In: 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Buenos Aires, Argentina (2010)
2. Hsu, C., Lin, C.: A Comparison of Methods for Multiclass Support Vector Machines. IEEE Transactions on Neural Networks 13(2) (2002)
3. Kumar, M., Gopal, M.: Reduced one-against-all method for multiclass SVM classification. Expert Systems with Applications (2011), doi:10.1016/j.eswa. 2011.04.237
4. Ayat, N.E., Cheriet, M., Suen, C.Y.: Automatic model selection for the optimization of SVM kernels. Pattern Recognition 38, 1733-1745 (2005)
5. Efrén, M.M., Jesús, V.R.: A Comparative study of Differential Evolution Variants for Global Optimization. In: GECCO 2006, pp. 485-492 (2006)
6. Taniar, D.: Data Mining and Knowledge Discovery Technologies. part of the IGI Global series named Advances in Data Warehousing and Mining (ADWM) vol. 2 (2007)
7. Bellos, C., Papadopoulos, A., Rosso, R., Fotiadis, D.I.: Extraction and Analysis of features acquired by wearable sensors network. In: 10th International Conference on Information Technology and Applications in Biomedicine, Corfu, Greece (2010)
8. Papadopoulos, A., Fotiadis, D.I., Lawo, M., Ciancitto, F., Podolak, C., Dellaca, R.L., Munaro, G., Rosso, R.: CHRONIOUS: A Wearable System for the Management of Chronic Disease. In: 9th International Conference on Information Technology & Applications in Biomedicine, Larnaca, Cyprus (2009)