Class information for:
Level 1: AFFECTIVE COMPUTING//SPEECH EMOTION RECOGNITION//EMOTION RECOGNITION

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
10978 1019 43.1 40%


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
26 3       COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//PATTERN RECOGNITION//COMPUTER SCIENCE, SOFTWARE ENGINEERING 111824
791 2             FACE RECOGNITION//BIOMETRICS//IRIS RECOGNITION 12126
10978 1                   AFFECTIVE COMPUTING//SPEECH EMOTION RECOGNITION//EMOTION RECOGNITION 1019

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 AFFECTIVE COMPUTING authKW 1592943 13% 41% 129
2 SPEECH EMOTION RECOGNITION authKW 968642 4% 79% 41
3 EMOTION RECOGNITION authKW 649534 14% 16% 139
4 IEEE TRANSACTIONS ON AFFECTIVE COMPUTING journal 580054 6% 31% 63
5 EMOTIONAL SPEECH authKW 270601 2% 53% 17
6 SPEECH UNDER STRESS authKW 220644 1% 82% 9
7 EMOTION DETECTION authKW 220626 2% 41% 18
8 EMOTION CLASSIFICATION authKW 210672 1% 47% 15
9 EMOTIONAL SPEECH RECOGNITION authKW 179787 1% 100% 6
10 HUMAN MACHINE COMMUN address 178542 2% 28% 21

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, Cybernetics 40352 19% 1% 190
2 Computer Science, Artificial Intelligence 19013 36% 0% 364
3 Ergonomics 4470 6% 0% 64
4 Acoustics 2996 11% 0% 107
5 Computer Science, Software Engineering 2617 12% 0% 123
6 Computer Science, Information Systems 2040 12% 0% 123
7 Computer Science, Theory & Methods 1954 13% 0% 128
8 Computer Science, Interdisciplinary Applications 1399 11% 0% 107
9 Engineering, Electrical & Electronic 1329 23% 0% 233
10 Telecommunications 455 6% 0% 63

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 HUMAN MACHINE COMMUN 178542 2% 28% 21
2 MACHINE INTELLIGENCE SIGNAL PROC GRP 100924 1% 42% 8
3 IIKT 89893 0% 100% 3
4 MULTIMODAL SIGNAL PROC 89893 0% 100% 3
5 TWIN CITY OFF 89893 0% 100% 3
6 CHAIR COMPLEX SYST ENGN 59929 0% 100% 2
7 INFORMAT HUMAN COMP 59929 0% 100% 2
8 KARAKTER UC 59929 0% 100% 2
9 MULTIMODAL COMMUN MACHINE LEARNING 59929 0% 100% 2
10 TECNOL AUDIOVISUALES 59929 0% 100% 2

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 IEEE TRANSACTIONS ON AFFECTIVE COMPUTING 580054 6% 31% 63
2 SPEECH COMMUNICATION 50667 6% 3% 59
3 JOURNAL ON MULTIMODAL USER INTERFACES 45762 2% 8% 18
4 INTERACTING WITH COMPUTERS 26019 3% 3% 28
5 COMPUTER SPEECH AND LANGUAGE 20044 2% 3% 22
6 USER MODELING AND USER-ADAPTED INTERACTION 16018 1% 4% 12
7 EURASIP JOURNAL ON AUDIO SPEECH AND MUSIC PROCESSING 13211 1% 4% 11
8 COGNITIVE COMPUTATION 9020 1% 3% 11
9 INTERNATIONAL JOURNAL OF HUMAN-COMPUTER STUDIES 6744 2% 1% 19
10 IEEE TRANSACTIONS ON MULTIMEDIA 6616 2% 1% 21

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 AFFECTIVE COMPUTING 1592943 13% 41% 129 Search AFFECTIVE+COMPUTING Search AFFECTIVE+COMPUTING
2 SPEECH EMOTION RECOGNITION 968642 4% 79% 41 Search SPEECH+EMOTION+RECOGNITION Search SPEECH+EMOTION+RECOGNITION
3 EMOTION RECOGNITION 649534 14% 16% 139 Search EMOTION+RECOGNITION Search EMOTION+RECOGNITION
4 EMOTIONAL SPEECH 270601 2% 53% 17 Search EMOTIONAL+SPEECH Search EMOTIONAL+SPEECH
5 SPEECH UNDER STRESS 220644 1% 82% 9 Search SPEECH+UNDER+STRESS Search SPEECH+UNDER+STRESS
6 EMOTION DETECTION 220626 2% 41% 18 Search EMOTION+DETECTION Search EMOTION+DETECTION
7 EMOTION CLASSIFICATION 210672 1% 47% 15 Search EMOTION+CLASSIFICATION Search EMOTION+CLASSIFICATION
8 EMOTIONAL SPEECH RECOGNITION 179787 1% 100% 6 Search EMOTIONAL+SPEECH+RECOGNITION Search EMOTIONAL+SPEECH+RECOGNITION
9 STRESS CLASSIFICATION 173359 1% 64% 9 Search STRESS+CLASSIFICATION Search STRESS+CLASSIFICATION
10 STRESSED SPEECH 149822 0% 100% 5 Search STRESSED+SPEECH Search STRESSED+SPEECH

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 SHEIKHAN, M , BEJANI, M , GHARAVIAN, D , (2013) MODULAR NEURAL-SVM SCHEME FOR SPEECH EMOTION RECOGNITION USING ANOVA FEATURE SELECTION METHOD.NEURAL COMPUTING & APPLICATIONS. VOL. 23. ISSUE 1. P. 215-227 36 95% 7
2 D'MELLO, SK , KORY, J , (2015) A REVIEW AND META-ANALYSIS OF MULTIMODAL AFFECT DETECTION SYSTEMS.ACM COMPUTING SURVEYS. VOL. 47. ISSUE 3. P. - 35 64% 8
3 NOVAK, D , MIHELJ, M , MUNIH, M , (2012) A SURVEY OF METHODS FOR DATA FUSION AND SYSTEM ADAPTATION USING AUTONOMIC NERVOUS SYSTEM RESPONSES IN PHYSIOLOGICAL COMPUTING.INTERACTING WITH COMPUTERS. VOL. 24. ISSUE 3. P. 154 -172 40 55% 24
4 GHARAVIAN, D , SHEIKHAN, M , ASHOFTEDEL, F , (2013) EMOTION RECOGNITION IMPROVEMENT USING NORMALIZED FORMANT SUPPLEMENTARY FEATURES BY HYBRID OF DTW-MLP-GMM MODEL.NEURAL COMPUTING & APPLICATIONS. VOL. 22. ISSUE 6. P. 1181-1191 22 96% 4
5 GHARAVIAN, D , SHEIKHAN, M , NAZERIEH, A , GAROUCY, S , (2012) SPEECH EMOTION RECOGNITION USING FCBF FEATURE SELECTION METHOD AND GA-OPTIMIZED FUZZY ARTMAP NEURAL NETWORK.NEURAL COMPUTING & APPLICATIONS. VOL. 21. ISSUE 8. P. 2115 -2126 23 88% 14
6 SUN, YX , WEN, GH , WANG, JB , (2015) WEIGHTED SPECTRAL FEATURES BASED ON LOCAL HU MOMENTS FOR SPEECH EMOTION RECOGNITION.BIOMEDICAL SIGNAL PROCESSING AND CONTROL. VOL. 18. ISSUE . P. 80 -90 20 80% 6
7 JANSSEN, JH , TACKEN, P , DE VRIES, JJG , VAN DEN BROEK, EL , WESTERINK, JHDM , HASELAGER, P , IJSSELSTEIJN, WA , (2013) MACHINES OUTPERFORM LAYPERSONS IN RECOGNIZING EMOTIONS ELICITED BY AUTOBIOGRAPHICAL RECOLLECTION.HUMAN-COMPUTER INTERACTION. VOL. 28. ISSUE 6. P. 479-517 37 47% 4
8 MILTON, A , SELVI, ST , (2014) CLASS-SPECIFIC MULTIPLE CLASSIFIERS SCHEME TO RECOGNIZE EMOTIONS FROM SPEECH SIGNALS.COMPUTER SPEECH AND LANGUAGE. VOL. 28. ISSUE 3. P. 727-742 16 94% 7
9 SHEIKHAN, M , ARABI, MA , GHARAVIAN, D , (2015) STRUCTURE AND WEIGHTS OPTIMISATION OF A MODIFIED ELMAN NETWORK EMOTION CLASSIFIER USING HYBRID COMPUTATIONAL INTELLIGENCE ALGORITHMS: A COMPARATIVE STUDY.CONNECTION SCIENCE. VOL. 27. ISSUE 4. P. 340 -357 31 48% 0
10 WANG, SF , JI, Q , (2015) VIDEO AFFECTIVE CONTENT ANALYSIS: A SURVEY OF STATE-OF-THE-ART METHODS.IEEE TRANSACTIONS ON AFFECTIVE COMPUTING. VOL. 6. ISSUE 4. P. 410 -430 25 54% 2

Classes with closest relation at Level 1


Rank Class id link
1 12648 EMOTIONAL PROSODY//PROSODY//VOCAL EXPRESSION
2 9664 FACIAL EXPRESSION RECOGNITION//3D FACE RECOGNITION//FACIAL EXPRESSION ANALYSIS
3 15232 PEDAGOGICAL AGENTS//ANIMATED PEDAGOGICAL AGENTS//MEDIA EQUATION
4 37553 WHISPERED SPEECH//WHISPER//WHISPERING
5 30006 SOCIAL SIGNAL PROCESSING//AUTOMATIC PERSONALITY PERCEPTION//AUTOMATIC PERSONALITY RECOGNITION
6 10199 VOICE CONVERSION//SPEECH SYNTHESIS//HMM BASED SPEECH SYNTHESIS
7 5874 FACIAL EXPRESSION//FACIAL MIMICRY//JOURNAL OF NONVERBAL BEHAVIOR
8 9857 COGNITION & EMOTION//PANAS//PSYCHOLOGICAL CONSTRUCTION
9 11022 INTERNATIONAL JOURNAL OF SOCIAL ROBOTICS//HUMAN ROBOT INTERACTION//SOCIAL ROBOTS
10 11235 SPEAKER VERIFICATION//SPEAKER RECOGNITION//I VECTOR

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