An accurate traffic classification model based on support vector machines

Feature extraction and soft computing methods for aerospace structure defect classification

(2016) Gianni D’Angelo et al.   MEASUREMENT

Generalized mean for robust principal component analysis

(2016) Jiyong Oh et al.   PATTERN RECOGNITION

Towards self adaptive network traffic classification

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Reduced order H ∞ TCSC controller & PSO optimized fuzzy PSS design in mitigating small signal oscillations in a wide range

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Hybrid P2P traffic classification with heuristic rules and machine learning

(2014) Wujian Ye et al.   SOFT COMPUTING

Detection and classification of peer-to-peer traffic

(2013) João V. Gomes et al.   ACM COMPUTING SURVEYS

Online NetFPGA decision tree statistical traffic classifier

(2013) Alireza Monemi et al.   COMPUTER COMMUNICATIONS

An optimal and stable feature selection approach for traffic classification based on multi-criterion fusion

(2013) Adil Fahad et al.   Future Generation Computer Systems-The International Journal of eScience

Application of Bayesian Networks for Autonomic Network Management

(2013) Abul Bashar et al.   Journal of Network and Systems Management

Perceptual pain classification using ANFIS adapted RBF kernel support vector machine for therapeutic usage

(2012) Maryam Vatankhah et al.   APPLIED SOFT COMPUTING

CALYPSO: A method for crystal structure prediction

(2012) Yanchao Wang et al.   COMPUTER PHYSICS COMMUNICATIONS

Issues and future directions in traffic classification

(2012) Alberto Dainotti et al.   IEEE NETWORK

Network Traffic Classification Using Correlation Information

(2012) Jun Zhang et al.   IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

A Modular Machine Learning System for Flow-Level Traffic Classification in Large Networks

(2012) Yu Jin et al.   ACM Transactions on Knowledge Discovery from Data

LIBSVM

(2012) Chih-Chung Chang et al.   ACM Transactions on Intelligent Systems and Technology

Accurate network anomaly classification with generalized entropy metrics

(2011) Bernhard Tellenbach et al.   Computer Networks

Cooperatively Coevolving Particle Swarms for Large Scale Optimization

(2011) Xiaodong Li et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Generating regular expression signatures for network traffic classification in trusted network management

(2011) Yu Wang et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

An automatic application signature construction system for unknown traffic

(2010) Yu Wang et al.   CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE

Support Vector Machines for TCP traffic classification

(2009) Alice Este et al.   Computer Networks

Construct support vector machine ensemble to detect traffic incident

(2009) Shuyan Chen et al.   EXPERT SYSTEMS WITH APPLICATIONS

Improved prediction of malaria degradomes by supervised learning with SVM and profile kernel

(2008) Rui Kuang et al.   GENETICA

An SVM-based machine learning method for accurate internet traffic classification

(2008) Ruixi Yuan et al.   INFORMATION SYSTEMS FRONTIERS