Class information for:
Level 1: RESTRICTED BOLTZMANN MACHINE//DEEP LEARNING//AUTOENCODER

Basic class information
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
12 4 COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, INFORMATION SYSTEMS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE 1181119
37 3       COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//PATTERN RECOGNITION//IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 110459
85 2             FACE RECOGNITION//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//ACTION RECOGNITION 27122
18345 1                   RESTRICTED BOLTZMANN MACHINE//DEEP LEARNING//AUTOENCODER 580

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 RESTRICTED BOLTZMANN MACHINE authKW 1222563 8% 50% 45
2 DEEP LEARNING authKW 892263 22% 13% 127
3 AUTOENCODER authKW 625153 6% 36% 32
4 DEEP BELIEF NETWORKS authKW 504269 4% 40% 23
5 DEEP BOLTZMANN MACHINE authKW 293419 2% 60% 9
6 CONTRASTIVE DIVERGENCE authKW 267505 1% 62% 8
7 AUTOENCODERS authKW 165592 1% 38% 8
8 DENOISING AUTOENCODERS authKW 144899 1% 67% 4
9 DEEP NEURAL NETWORKS authKW 126614 3% 14% 17
10 DEEP AUTOENCODER authKW 122259 1% 75% 3

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Computer Science, Artificial Intelligence 21744 51% 0% 294
2 Computer Science, Information Systems 1005 11% 0% 66
3 Engineering, Electrical & Electronic 806 24% 0% 137
4 Automation & Control Systems 482 6% 0% 37
5 Computer Science, Theory & Methods 395 8% 0% 45
6 Computer Science, Software Engineering 384 6% 0% 37
7 Computer Science, Hardware & Architecture 351 5% 0% 27
8 Telecommunications 223 6% 0% 34
9 Neurosciences 180 13% 0% 73
10 Computer Science, Interdisciplinary Applications 164 5% 0% 30

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 ADV BIOMED INFORMAT GRP LLC 54338 0% 100% 1
2 ALEXA BRAIN 54338 0% 100% 1
3 B INFORMAT SCI ENGN 54338 0% 100% 1
4 BIG LEARNING 54338 0% 100% 1
5 BRAIN INSPIRED COMP PROGRAM 54338 0% 100% 1
6 BRAIN INSPIRED COMP TEXT ANALYT HEALTHCARE GRP 54338 0% 100% 1
7 CHAIR COMP PHOTON DIGITAL VIDEO PROC 54338 0% 100% 1
8 CHINA USA COMP SCI 54338 0% 100% 1
9 COM1 54338 0% 100% 1
10 COMP SOFTWARE SYSTCHIKUSA KU 54338 0% 100% 1

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 NEURAL COMPUTATION 25681 6% 1% 35
2 JOURNAL OF MACHINE LEARNING RESEARCH 24249 5% 2% 27
3 NEUROCOMPUTING 14330 9% 1% 52
4 NEURAL NETWORKS 2823 2% 0% 13
5 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2818 1% 1% 8
6 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 2560 3% 0% 15
7 NEURAL PROCESSING LETTERS 2554 1% 1% 7
8 COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE 2399 1% 1% 5
9 IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING 1922 1% 1% 5
10 ENTROPY 1462 1% 0% 8

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 RESTRICTED BOLTZMANN MACHINE 1222563 8% 50% 45 Search RESTRICTED+BOLTZMANN+MACHINE Search RESTRICTED+BOLTZMANN+MACHINE
2 DEEP LEARNING 892263 22% 13% 127 Search DEEP+LEARNING Search DEEP+LEARNING
3 AUTOENCODER 625153 6% 36% 32 Search AUTOENCODER Search AUTOENCODER
4 DEEP BELIEF NETWORKS 504269 4% 40% 23 Search DEEP+BELIEF+NETWORKS Search DEEP+BELIEF+NETWORKS
5 DEEP BOLTZMANN MACHINE 293419 2% 60% 9 Search DEEP+BOLTZMANN+MACHINE Search DEEP+BOLTZMANN+MACHINE
6 CONTRASTIVE DIVERGENCE 267505 1% 62% 8 Search CONTRASTIVE+DIVERGENCE Search CONTRASTIVE+DIVERGENCE
7 AUTOENCODERS 165592 1% 38% 8 Search AUTOENCODERS Search AUTOENCODERS
8 DENOISING AUTOENCODERS 144899 1% 67% 4 Search DENOISING+AUTOENCODERS Search DENOISING+AUTOENCODERS
9 DEEP NEURAL NETWORKS 126614 3% 14% 17 Search DEEP+NEURAL+NETWORKS Search DEEP+NEURAL+NETWORKS
10 DEEP AUTOENCODER 122259 1% 75% 3 Search DEEP+AUTOENCODER Search DEEP+AUTOENCODER

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.

Classes with closest relation at Level 1


rank cluster_id2 link
1 8719 PEDESTRIAN DETECTION//OBJECT DETECTION//HUMAN DETECTION
2 13691 EXTREME LEARNING MACHINE//EXTREME LEARNING MACHINE ELM//SINGLE HIDDEN LAYER FEEDFORWARD NETWORK
3 23456 NEOCOGNITRON//MICROPOPULATION//DYNAMIC LINK MATCHING
4 19508 DICTIONARY LEARNING//RAIN REMOVAL//SPARSE REPRESENTATION
5 20324 DOMAIN ADAPTATION//TRANSFER LEARNING//MULTI TASK LEARNING
6 16262 STATISTICAL MACHINE TRANSLATION//MACHINE TRANSLATION//COMPUTATIONAL LINGUISTICS
7 18783 INVERSE ISING PROBLEM//CORRELATED MUTATIONS//DIRECT COUPLING ANALYSIS
8 38240 AFFILIATED SHENZHEN MATERNAL CHILD HEALTHCARE H//ITERATIVE RANDOMIZED HOUGH TRANSFORM//THERMOPLASTIC COMPOUNDING
9 1465 IMAGE MATCHING//SIFT//APPROXIMATE NEAREST NEIGHBOR SEARCH
10 28541 TRAFFIC SIGN RECOGNITION//TRAFFIC SIGN DETECTION//ROAD SIGN RECOGNITION

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