Class information for:
Level 1: DOPPLER SIGNAL//DOPPLER HEART SOUNDS//ERYTHEMATO SQUAMOUS DISEASES

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
16684 641 29.2 51%


Bar chart of Publication_year

Last years might be incomplete

Hierarchy of classes
The table includes all classes above and classes immediately below the current class.


Cluster id Level Cluster label #P
9 4 COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//COMPUTER SCIENCE, INFORMATION SYSTEMS 1247339
211 3       COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//IEEE TRANSACTIONS ON NEURAL NETWORKS//DATA MINING 51632
235 2             COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//FEATURE SELECTION//MACHINE LEARNING 20237
16684 1                   DOPPLER SIGNAL//DOPPLER HEART SOUNDS//ERYTHEMATO SQUAMOUS DISEASES 641

Terms with highest relevance score


rank Term termType Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 DOPPLER SIGNAL authKW 943162 5% 60% 33
2 DOPPLER HEART SOUNDS authKW 714537 2% 100% 15
3 ERYTHEMATO SQUAMOUS DISEASES authKW 385848 1% 90% 9
4 ERYTHEMATO SQUAMOUS authKW 285815 1% 100% 6
5 DOPPLER ULTRASOUND SIGNALS authKW 254052 1% 67% 8
6 ELECT COMP EDUC address 246315 6% 13% 41
7 ARTIFICIAL IMMUNE RECOGNITION SYSTEM authKW 240152 2% 46% 11
8 FUZZY WEIGHTED PRE PROCESSING authKW 214358 1% 75% 6
9 THYROID DISEASE DIAGNOSIS authKW 214358 1% 75% 6
10 BREAST CANCER DIAGNOSIS authKW 207674 3% 20% 22

Web of Science journal categories


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 Computer Science, Artificial Intelligence 18401 44% 0% 283
2 Medical Informatics 17253 20% 0% 130
3 Operations Research & Management Science 7007 24% 0% 153
4 Engineering, Biomedical 3459 19% 0% 120
5 Computer Science, Interdisciplinary Applications 2924 19% 0% 119
6 Mathematical & Computational Biology 2309 11% 0% 72
7 Engineering, Electrical & Electronic 1522 30% 0% 191
8 Health Care Sciences & Services 1428 10% 0% 67
9 Computer Science, Theory & Methods 607 9% 0% 58
10 Biology 396 8% 0% 49

Address terms


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 ELECT COMP EDUC 246315 6% 13% 41
2 ENG ARCH COMP ENG 190543 1% 100% 4
3 ENG ARCH ELECT ELECT ENG 142907 0% 100% 3
4 BIOMED DEVICES TECHNOL 114319 1% 40% 6
5 ORGANIZED IND AREA 95272 0% 100% 2
6 MATH BIOSTAT COMP SCI 63513 0% 67% 2
7 ALIABADKATOUL BRANCH 47636 0% 100% 1
8 BARGH GOSTAR BAHARAN 47636 0% 100% 1
9 BUSINESS INNOVAT TECHNOL MANAGEMENT 47636 0% 100% 1
10 COMP SCI FIN IWS 47636 0% 100% 1

Journals


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 JOURNAL OF MEDICAL SYSTEMS 95273 9% 3% 58
2 EXPERT SYSTEMS WITH APPLICATIONS 86068 22% 1% 138
3 COMPUTERS IN BIOLOGY AND MEDICINE 37634 7% 2% 48
4 STUDIES IN HEALTH TECHNOLOGY AND INFORMATICS 18461 2% 3% 14
5 EXPERT SYSTEMS 13951 2% 2% 13
6 DIGITAL SIGNAL PROCESSING 6220 2% 1% 15
7 COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 4555 3% 1% 18
8 ARTIFICIAL INTELLIGENCE IN MEDICINE 4269 1% 1% 7
9 NEURAL COMPUTING & APPLICATIONS 2445 2% 0% 11
10 JOURNAL OF BIOMEDICAL INFORMATICS 2059 1% 1% 8

Author Key Words


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class		 LCSH search Wikipedia search
1 DOPPLER SIGNAL 943162 5% 60% 33 Search DOPPLER+SIGNAL Search DOPPLER+SIGNAL
2 DOPPLER HEART SOUNDS 714537 2% 100% 15 Search DOPPLER+HEART+SOUNDS Search DOPPLER+HEART+SOUNDS
3 ERYTHEMATO SQUAMOUS DISEASES 385848 1% 90% 9 Search ERYTHEMATO+SQUAMOUS+DISEASES Search ERYTHEMATO+SQUAMOUS+DISEASES
4 ERYTHEMATO SQUAMOUS 285815 1% 100% 6 Search ERYTHEMATO+SQUAMOUS Search ERYTHEMATO+SQUAMOUS
5 DOPPLER ULTRASOUND SIGNALS 254052 1% 67% 8 Search DOPPLER+ULTRASOUND+SIGNALS Search DOPPLER+ULTRASOUND+SIGNALS
6 ARTIFICIAL IMMUNE RECOGNITION SYSTEM 240152 2% 46% 11 Search ARTIFICIAL+IMMUNE+RECOGNITION+SYSTEM Search ARTIFICIAL+IMMUNE+RECOGNITION+SYSTEM
7 FUZZY WEIGHTED PRE PROCESSING 214358 1% 75% 6 Search FUZZY+WEIGHTED+PRE+PROCESSING Search FUZZY+WEIGHTED+PRE+PROCESSING
8 THYROID DISEASE DIAGNOSIS 214358 1% 75% 6 Search THYROID+DISEASE+DIAGNOSIS Search THYROID+DISEASE+DIAGNOSIS
9 BREAST CANCER DIAGNOSIS 207674 3% 20% 22 Search BREAST+CANCER+DIAGNOSIS Search BREAST+CANCER+DIAGNOSIS
10 SIMILARITY CLASSIFIER 198481 1% 83% 5 Search SIMILARITY+CLASSIFIER Search SIMILARITY+CLASSIFIER

Core articles
The table includes core articles in the class. The following variables is taken into account for the relevance score of an article in a cluster c:
(1) Number of references referring to publications in the class.
(2) Share of total number of active references referring to publications in the class.
(3) Age of the article. New articles get higher score than old articles.
(4) Citation rate, normalized to year.


Rank Reference # ref.
in cl.		 Shr. of ref. in
cl.		 Citations
1 LIU, T , HU, L , MA, C , WANG, ZY , CHEN, HL , (2015) A FAST APPROACH FOR DETECTION OF ERYTHEMATO-SQUAMOUS DISEASES BASED ON EXTREME LEARNING MACHINE WITH MAXIMUM RELEVANCE MINIMUM REDUNDANCY FEATURE SELECTION.INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE. VOL. 46. ISSUE 5. P. 919 -931 20 65% 5
2 UBEYLI, ED , (2008) STATISTICS OVER FEATURES FOR INTERNAL CAROTID ARTERIAL DISORDERS DETECTION.COMPUTERS IN BIOLOGY AND MEDICINE. VOL. 38. ISSUE 3. P. 361 -371 29 53% 5
3 GAMBHIR, S , MALIK, SK , KUMAR, Y , (2016) ROLE OF SOFT COMPUTING APPROACHES IN HEALTHCARE DOMAIN: A MINI REVIEW.JOURNAL OF MEDICAL SYSTEMS. VOL. 40. ISSUE 12. P. - 33 36% 0
4 UBEYLI, ED , GULER, I , (2005) TEACHING AUTOMATED DIAGNOSTIC SYSTEMS FOR DOPPLER ULTRASOUND BLOOD FLOW SIGNALS TO BIOMEDICAL ENGINEERING STUDENTS USING MATLAB.INTERNATIONAL JOURNAL OF ENGINEERING EDUCATION. VOL. 21. ISSUE 4. P. 649-667 19 73% 5
5 ONAN, A , (2015) A FUZZY-ROUGH NEAREST NEIGHBOR CLASSIFIER COMBINED WITH CONSISTENCY-BASED SUBSET EVALUATION AND INSTANCE SELECTION FOR AUTOMATED DIAGNOSIS OF BREAST CANCER.EXPERT SYSTEMS WITH APPLICATIONS. VOL. 42. ISSUE 20. P. 6844 -6852 19 51% 6
6 BARISCI, N , HARDALAC, F , (2007) APPLICATION OF AN ADAPTIVE NEURO-FUZZY INFERENCE SYSTEM FOR CLASSIFICATION OF BEHCET DISEASE USING THE FAST FOURIER TRANSFORM METHOD.EXPERT SYSTEMS. VOL. 24. ISSUE 2. P. 123-130 17 74% 1
7 ZANGOOEI, MH , HABIBI, J , ALIZADEHSANI, R , (2014) DISEASE DIAGNOSIS WITH A HYBRID METHOD SVR USING NSGA-II.NEUROCOMPUTING. VOL. 136. ISSUE . P. 14-29 18 56% 4
8 KARABATAK, M , (2015) A NEW CLASSIFIER FOR BREAST CANCER DETECTION BASED ON NAIVE BAYESIAN.MEASUREMENT. VOL. 72. ISSUE . P. 32 -36 12 80% 1
9 CHEN, HL , YANG, B , WANG, G , WANG, SJ , LIU, J , LIU, DY , (2012) SUPPORT VECTOR MACHINE BASED DIAGNOSTIC SYSTEM FOR BREAST CANCER USING SWARM INTELLIGENCE.JOURNAL OF MEDICAL SYSTEMS. VOL. 36. ISSUE 4. P. 2505 -2519 15 65% 14
10 UGUZ, H , (2012) DETECTION OF CAROTID ARTERY DISEASE BY USING LEARNING VECTOR QUANTIZATION NEURAL NETWORK.JOURNAL OF MEDICAL SYSTEMS. VOL. 36. ISSUE 2. P. 533-540 18 56% 6

Classes with closest relation at Level 1


Rank Class id link
1 13365 NEURAL NETWORKS COMPUTER//GENERAL EEG METHODOLOGY//PROGRAMA POS INFORMAT SAUDE
2 21323 RULE EXTRACTION//KNOWLEDGE INSERTION//RULE EXTRACTION FROM NEURAL NETWORKS
3 35331 ATTITUDES AND MANAGEMENT//CLINICAL TEST DATA//DISTILLATION ANALYSIS
4 30456 MEDICAL IMAGE RECOGNITION//INTEGRATED SENSORY INTELLIGENT SYSTEM//SECCIO INTELLIGENCIA ARTIFICIAL
5 9271 ULTRASOUND IN MEDICINE AND BIOLOGY//VECTOR DOPPLER//FAST ULTRASOUND IMAGING
6 32300 STAT INFORMAT TECHNOL DATA MIN//HUNAN PROV NETWORK INVEST TECHNOL//FRACTIONAL FOURIER ENTROPY
7 1997 FEATURE SELECTION//GENE SELECTION//CANCER CLASSIFICATION
8 6948 MAMMOGRAM//COMPUTER AIDED DIAGNOSIS//COMPUTER AIDED DETECTION
9 4084 ELECTROCARDIOGRAM ECG//QRS DETECTION//ECG SIGNAL
10 11041 HEART SOUNDS//PHONOCARDIOGRAM//PHONOCARDIOGRAPHY

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