An improved approach to medical data sets classification: artificial immune recognition system with fuzzy resource allocation mechanism

Expert Systems ◽

10.1111/j.1468-0394.2007.00432.x ◽

2007 ◽

Vol 24 (4) ◽

pp. 252-270 ◽

Author(s):

Kemal Polat ◽

Salih Güneş

Keyword(s):

Resource Allocation ◽

Recognition System ◽

Medical Data ◽

Data Sets ◽

Immune Recognition ◽

Artificial Immune ◽

Allocation Mechanism ◽

Artificial Immune Recognition System ◽

Resource Allocation Mechanism

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Breast cancer and liver disorders classification using artificial immune recognition system (AIRS) with performance evaluation by fuzzy resource allocation mechanism

Expert Systems with Applications ◽

10.1016/j.eswa.2005.11.024 ◽

2007 ◽

Vol 32 (1) ◽

pp. 172-183 ◽

Author(s):

Kemal Polat ◽

Seral Şahan ◽

Halife Kodaz ◽

Salih Güneş

Keyword(s):

Breast Cancer ◽

Resource Allocation ◽

Performance Evaluation ◽

Recognition System ◽

Immune Recognition ◽

Artificial Immune ◽

Allocation Mechanism ◽

Liver Disorders ◽

Artificial Immune Recognition System ◽

Resource Allocation Mechanism

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A Novel Approach to Resource Allocation Mechanism in Artificial Immune Recognition System: Fuzzy Resource Allocation Mechanism and Application to Diagnosis of Atherosclerosis Disease

Lecture Notes in Computer Science - Artificial Immune Systems ◽

10.1007/11823940_19 ◽

2006 ◽

pp. 244-255 ◽

Author(s):

Kemal Polat ◽

Sadık Kara ◽

Fatma Latifoğlu ◽

Salih Güneş

Keyword(s):

Resource Allocation ◽

Recognition System ◽

Immune Recognition ◽

Artificial Immune ◽

Allocation Mechanism ◽

Artificial Immune Recognition System ◽

Novel Approach ◽

Resource Allocation Mechanism

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Automated identification of diseases related to lymph system from lymphography data using artificial immune recognition system with fuzzy resource allocation mechanism (fuzzy-AIRS)

Biomedical Signal Processing and Control ◽

10.1016/j.bspc.2006.11.001 ◽

2006 ◽

Vol 1 (4) ◽

pp. 253-260 ◽

Author(s):

Kemal Polat ◽

Salih Güneş

Keyword(s):

Resource Allocation ◽

Recognition System ◽

Immune Recognition ◽

Artificial Immune ◽

Automated Identification ◽

Allocation Mechanism ◽

Artificial Immune Recognition System ◽

Lymph System ◽

Resource Allocation Mechanism

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Automatic detection of heart disease using an artificial immune recognition system (AIRS) with fuzzy resource allocation mechanism and k-nn (nearest neighbour) based weighting preprocessing

Expert Systems with Applications ◽

10.1016/j.eswa.2006.01.027 ◽

2007 ◽

Vol 32 (2) ◽

pp. 625-631 ◽

Author(s):

Kemal Polat ◽

Seral Şahan ◽

Salih Güneş

Keyword(s):

Resource Allocation ◽

Heart Disease ◽

Automatic Detection ◽

Recognition System ◽

Immune Recognition ◽

Nearest Neighbour ◽

Artificial Immune ◽

Allocation Mechanism ◽

Artificial Immune Recognition System ◽

Resource Allocation Mechanism

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Outdoor Image Classification Using Artificial Immune Recognition System (AIRS) with Performance Evaluation by Fuzzy Resource Allocation Mechanism

Computer Analysis of Images and Patterns - Lecture Notes in Computer Science ◽

10.1007/11556121_11 ◽

2005 ◽

pp. 81-87 ◽

Author(s):

Kemal Polat ◽

Seral Şahan ◽

Halife Kodaz ◽

Salih Güneş

Keyword(s):

Resource Allocation ◽

Performance Evaluation ◽

Image Classification ◽

Recognition System ◽

Immune Recognition ◽

Artificial Immune ◽

Allocation Mechanism ◽

Artificial Immune Recognition System ◽

Resource Allocation Mechanism

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Artificial immune recognition system with fuzzy resource allocation mechanism classifier, principal component analysis and FFT method based new hybrid automated identification system for classification of EEG signals

Expert Systems with Applications ◽

10.1016/j.eswa.2007.02.009 ◽

2008 ◽

Vol 34 (3) ◽

pp. 2039-2048 ◽

Author(s):

Kemal Polat ◽

Salih Güneş

Keyword(s):

Principal Component ◽

Recognition System ◽

Identification System ◽

Immune Recognition ◽

Artificial Immune ◽

Eeg Signals ◽

Automated Identification ◽

Allocation Mechanism ◽

Resource Allocation Mechanism

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Hepatitis disease diagnosis using a new hybrid system based on feature selection (FS) and artificial immune recognition system with fuzzy resource allocation

Digital Signal Processing ◽

10.1016/j.dsp.2006.07.005 ◽

2006 ◽

Vol 16 (6) ◽

pp. 889-901 ◽

Author(s):

Kemal Polat ◽

Salih Güneş

Keyword(s):

Resource Allocation ◽

Feature Selection ◽

Hybrid System ◽

Recognition System ◽

Disease Diagnosis ◽

Immune Recognition ◽

Artificial Immune ◽

Artificial Immune Recognition System

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A fuzzy logic resource allocation and memory cell pruning based artificial immune recognition system

Journal of Central South University ◽

10.1007/s11771-014-1980-x ◽

2014 ◽

Vol 21 (2) ◽

pp. 610-617 ◽

Author(s):

Ze-lin Deng ◽

Guan-zheng Tan ◽

Pei He ◽

Ji-xiang Ye

Keyword(s):

Resource Allocation ◽

Fuzzy Logic ◽

Memory Cell ◽

Recognition System ◽

Immune Recognition ◽

Artificial Immune ◽

Artificial Immune Recognition System ◽

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Artificial Immune Recognition System with Nonlinear Resource Allocation Method and Application to Traditional Malay Music Genre Classification

Lecture Notes in Computer Science - Artificial Immune Systems ◽

10.1007/978-3-540-85072-4_12 ◽

2008 ◽

pp. 132-141 ◽

Author(s):

Shahram Golzari ◽

Shyamala Doraisamy ◽

Md Nasir B. Sulaiman ◽

Nur Izura Udzir ◽

Noris Mohd. Norowi

Keyword(s):

Resource Allocation ◽

Recognition System ◽

Immune Recognition ◽

Artificial Immune ◽

Artificial Immune Recognition System ◽

Allocation Method ◽

Genre Classification ◽

Music Genre ◽

Music Genre Classification

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Decision support system using artificial immune recognition system for fault classification of centrifugal pump

International Journal of Data Analysis Techniques and Strategies ◽

10.1504/ijdats.2011.038806 ◽

2011 ◽

Vol 3 (1) ◽

pp. 66 ◽

Author(s):

N.R. Sakthivel ◽

Binoy B. Nair ◽

V. Sugumaran ◽

Rajakumar S. Rai

Keyword(s):

Decision Support ◽

Decision Support System ◽

Centrifugal Pump ◽

Support System ◽

Recognition System ◽

Fault Classification ◽

Immune Recognition ◽

Artificial Immune ◽

Artificial Immune Recognition System

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