Class information for:
Level 1: TRAFFIC CLASSIFICATION//TRAFFIC IDENTIFICATION//APPLICATION IDENTIFICATION

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
20510 457 27.1 28%


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
20 3       COMPUTER SCIENCE, INFORMATION SYSTEMS//COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, SOFTWARE ENGINEERING 118625
1591 2             COMPUTERS & SECURITY//DIGITAL INVESTIGATION//INTRUSION DETECTION 7195
20510 1                   TRAFFIC CLASSIFICATION//TRAFFIC IDENTIFICATION//APPLICATION IDENTIFICATION 457

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 TRAFFIC CLASSIFICATION authKW 2898010 13% 72% 60
2 TRAFFIC IDENTIFICATION authKW 791236 3% 79% 15
3 APPLICATION IDENTIFICATION authKW 513965 2% 77% 10
4 INTERNET TRAFFIC CLASSIFICATION authKW 400896 1% 100% 6
5 NETWORK TRAFFIC CLASSIFICATION authKW 334080 1% 100% 5
6 HIGH PERFORMANCE COMP NETWORKING GRP address 272826 2% 58% 7
7 BOTNET DETECTION authKW 235298 2% 39% 9
8 PROTOCOL REVERSE ENGINEERING authKW 208796 1% 63% 5
9 APPLICATION LEVEL TRAFFIC CLASSIFICATION authKW 200448 1% 100% 3
10 DOMAIN FLUX authKW 200448 1% 100% 3

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 Telecommunications 19997 55% 0% 252
2 Computer Science, Information Systems 19037 53% 0% 241
3 Computer Science, Hardware & Architecture 8928 25% 0% 114
4 Engineering, Electrical & Electronic 1953 39% 0% 178
5 Computer Science, Theory & Methods 1716 17% 0% 79
6 Computer Science, Software Engineering 915 11% 0% 49
7 Computer Science, Artificial Intelligence 191 6% 0% 27
8 Computer Science, Interdisciplinary Applications 88 4% 0% 20
9 Engineering, General 28 2% 0% 11
10 Operations Research & Management Science 14 2% 0% 8

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 HIGH PERFORMANCE COMP NETWORKING GRP 272826 2% 58% 7
2 DPNM 89087 0% 67% 2
3 FIXED MOBILE ENGN 89087 0% 67% 2
4 200 UNIV AVE WEST 66816 0% 100% 1
5 ARTMENT COMP SCI INFORMAT SYST 66816 0% 100% 1
6 ATENEO SERV INFORMATIVI 66816 0% 100% 1
7 BROADBAND COMMUN GRP CBA 66816 0% 100% 1
8 COMP SCI DISTRIBUTED EMBEDDED SYST 66816 0% 100% 1
9 COMP SCI NETWORKING FEPARTMENT 66816 0% 100% 1
10 COMP TELECOMMUN ENGN PROGRAM 66816 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 INTERNATIONAL JOURNAL OF NETWORK MANAGEMENT 71539 4% 7% 16
2 COMPUTER NETWORKS 54210 12% 1% 55
3 ACM SIGCOMM COMPUTER COMMUNICATION REVIEW 37309 6% 2% 26
4 PEER-TO-PEER NETWORKING AND APPLICATIONS 24091 3% 3% 12
5 IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT 23874 2% 4% 8
6 JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT 11806 2% 3% 7
7 CHINA COMMUNICATIONS 7783 3% 1% 13
8 IEEE NETWORK 5878 2% 1% 9
9 JOURNAL OF NETWORK AND COMPUTER APPLICATIONS 4712 2% 1% 11
10 IEEE-ACM TRANSACTIONS ON NETWORKING 4289 3% 0% 13

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 TRAFFIC CLASSIFICATION 2898010 13% 72% 60 Search TRAFFIC+CLASSIFICATION Search TRAFFIC+CLASSIFICATION
2 TRAFFIC IDENTIFICATION 791236 3% 79% 15 Search TRAFFIC+IDENTIFICATION Search TRAFFIC+IDENTIFICATION
3 APPLICATION IDENTIFICATION 513965 2% 77% 10 Search APPLICATION+IDENTIFICATION Search APPLICATION+IDENTIFICATION
4 INTERNET TRAFFIC CLASSIFICATION 400896 1% 100% 6 Search INTERNET+TRAFFIC+CLASSIFICATION Search INTERNET+TRAFFIC+CLASSIFICATION
5 NETWORK TRAFFIC CLASSIFICATION 334080 1% 100% 5 Search NETWORK+TRAFFIC+CLASSIFICATION Search NETWORK+TRAFFIC+CLASSIFICATION
6 BOTNET DETECTION 235298 2% 39% 9 Search BOTNET+DETECTION Search BOTNET+DETECTION
7 PROTOCOL REVERSE ENGINEERING 208796 1% 63% 5 Search PROTOCOL+REVERSE+ENGINEERING Search PROTOCOL+REVERSE+ENGINEERING
8 APPLICATION LEVEL TRAFFIC CLASSIFICATION 200448 1% 100% 3 Search APPLICATION+LEVEL+TRAFFIC+CLASSIFICATION Search APPLICATION+LEVEL+TRAFFIC+CLASSIFICATION
9 DOMAIN FLUX 200448 1% 100% 3 Search DOMAIN+FLUX Search DOMAIN+FLUX
10 EARLY STAGE TRAFFIC CLASSIFICATION 200448 1% 100% 3 Search EARLY+STAGE+TRAFFIC+CLASSIFICATION Search EARLY+STAGE+TRAFFIC+CLASSIFICATION

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 GOMES, JV , INACIO, PRM , PEREIRA, M , FREIRE, MM , MONTEIRO, PP , (2013) DETECTION AND CLASSIFICATION OF PEER-TO-PEER TRAFFIC: A SURVEY.ACM COMPUTING SURVEYS. VOL. 45. ISSUE 3. P. - 27 63% 3
2 ALIZADEH, H , ZUQUETE, A , (2016) TRAFFIC CLASSIFICATION FOR MANAGING APPLICATIONS' NETWORKING PROFILES.SECURITY AND COMMUNICATION NETWORKS. VOL. 9. ISSUE 14. P. 2557 -2575 19 73% 0
3 ZHANG, J , CHEN, X , XIANG, Y , ZHOU, WL , WU, J , (2015) ROBUST NETWORK TRAFFIC CLASSIFICATION.IEEE-ACM TRANSACTIONS ON NETWORKING. VOL. 23. ISSUE 4. P. 1257 -1270 13 87% 9
4 ALSHAMMARI, R , ZINCIR-HEYWOOD, AN , (2015) HOW ROBUST CAN A MACHINE LEARNING APPROACH BE FOR CLASSIFYING ENCRYPTED VOIP?.JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT. VOL. 23. ISSUE 4. P. 830 -869 13 93% 0
5 PENG, LZ , ZHANG, HL , YANG, B , CHEN, YH , WU, T , (2014) TRAFFIC LABELLER: COLLECTING INTERNET TRAFFIC SAMPLES WITH ACCURATE APPLICATION INFORMATION.CHINA COMMUNICATIONS. VOL. 11. ISSUE 1. P. 69-78 12 100% 2
6 HAM, JH , AN, HM , KIM, MS , (2014) APPLICATION TRAFFIC CLASSIFICATION USING PSS SIGNATURE.KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS. VOL. 8. ISSUE 7. P. 2261 -2280 12 100% 0
7 LIU, Z , WANG, RY , TAO, M , CAI, XF , (2015) A CLASS-ORIENTED FEATURE SELECTION APPROACH FOR MULTI-CLASS IMBALANCED NETWORK TRAFFIC DATASETS BASED ON LOCAL AND GLOBAL METRICS FUSION.NEUROCOMPUTING. VOL. 168. ISSUE . P. 365 -381 14 70% 6
8 ZHANG, J , XIANG, Y , WANG, Y , ZHOU, WL , XIANG, Y , GUAN, Y , (2013) NETWORK TRAFFIC CLASSIFICATION USING CORRELATION INFORMATION.IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS. VOL. 24. ISSUE 1. P. 104 -117 11 85% 31
9 YAN, RY , (2016) COMBINING RENYI ENTROPY AND EWMA TO DETECT COMMON ATTACKS IN NETWORK.INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE. VOL. 30. ISSUE 10. P. - 11 92% 0
10 KHALIFE, J , HAJJAR, A , DIAZ-VERDEJO, J , (2014) A MULTILEVEL TAXONOMY AND REQUIREMENTS FOR AN OPTIMAL TRAFFIC-CLASSIFICATION MODEL.INTERNATIONAL JOURNAL OF NETWORK MANAGEMENT. VOL. 24. ISSUE 2. P. 101-120 12 86% 2

Classes with closest relation at Level 1


Rank Class id link
1 7457 INTRUSION DETECTION//INTRUSION DETECTION SYSTEM//ALERT CORRELATION
2 19412 HEAVY HITTERS//DATA STREAMS//IP FLOWS
3 14206 NETWORK TOMOGRAPHY//END TO END MEASUREMENT//AVAILABLE BANDWIDTH
4 37282 BITMAP INDEX//TRAFFIC ARCHIVAL//BITMAP COMPRESSION
5 15358 IP TRACEBACK//DDOS//DDOS ATTACKS
6 9901 PACKET CLASSIFICATION//IP LOOKUP//LONGEST PREFIX MATCHING
7 35245 DOMAIN NAME SYSTEM DNS//DOMAIN NAME SYSTEM//MALICIOUS DOMAIN DETECTION
8 20229 COMPUTER VIRUS//MALWARE PROPAGATION//WORM PROPAGATION
9 30929 RF FINGERPRINT//RADIO FREQUENCY FINGERPRINTING//RADIOMETRIC IDENTIFICATION
10 37208 FLOW AWARE NETWORKING//FLOW AWARE NETWORKS//ADAPTIVE FLOW CLASSIFICATION

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