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bigga's library [216 articles]

Recent papers added to bigga's library.
  • Selecting features in microarray classification using ROC curves
    Pattern Recognition, Vol. 39, No. 12. (December 2006), pp. 2393-2404.
    by Hiroshi Mamitsuka
    posted to feature-selection by bigga on 2008-05-14 21:39:50 as *****
  • Anytime Learning of Decision Trees
    J. Mach. Learn. Res., Vol. 8 (2007), pp. 891-933.
    by Saher Esmeir, Shaul Markovitch
    posted to anytime learning by bigga on 2008-04-08 11:19:45 as **
  • An introduction to variable and feature selection
    J. Mach. Learn. Res., Vol. 3 (2003), pp. 1157-1182.
    by Isabelle Guyon, Andr&\#233; Elisseeff
    posted to feature-selection by bigga on 2008-04-08 10:09:58 as **** along with 14 people amargoli yaroslavvb sona JoSeK davidr gyuli buescher76 mukundn student_t chiahuey gkvas Mohan-S dimatura gabriprat
  • Wrappers for Feature Subset Selection
    Artificial Intelligence, Vol. 97, No. 1-2. (1997), pp. 273-324.
    by Ron Kohavi, George H John
    posted to feature-selection learning by bigga on 2008-03-22 11:39:21 as **** along with 4 people kutabar gkvas dimatura NinaG
  • Classifying under computational resource constraints: anytime classification using probabilistic estimators
    Machine Learning
    by Ying Yang, Geoff Webb, Kevin Korb, Kai Ting
    posted to anytime learning by bigga on 2008-03-11 21:29:11 as ** along with 1 person dayadvham
  • A formal framework and extensions for function approximation in learning classifier systems
    Machine Learning, Vol. 70, No. 1. (7 January 2008), pp. 45-88.
    by Jan Drugowitsch, Alwyn Barry
    posted to learning by bigga on 2008-03-11 21:27:10 as **
  • How to get a free lunch: A simple cost model for machine learning applications
    (1998)
    by P Domingos
    posted to learning by bigga on 2008-03-11 20:06:16 as **
  • A Simple Relational Classifier
    (2003)
    by S Macskassy, F Provost
    posted to learning by bigga on 2008-03-11 19:47:11 as **
  • A Probabilistic Framework for Tracking Deformable Soft Tissue in Minimally Invasive Surgery
    Medical Image Computing and Computer-Assisted Intervention – MICCAI 2007 (2007), pp. 34-41.
    by Peter Mountney, Benny Lo, Surapa Thiemjarus, Danail Stoyanov, Guang Zhong-Yang
    posted to features learning by bigga on 2008-03-03 01:32:51 as ***
  • Learning for Accurate Classification of Real-time Traffic
    by Wei
    posted to legacy-application network networking real-time by bigga on 2008-02-29 09:53:05 as read
  • Gigascope: a stream database for network applications
    (2003), pp. 647-651.
    by Chuck Cranor, Theodore Johnson, Oliver Spataschek, Vladislav Shkapenyuk
    posted to dataset network networking by bigga on 2008-02-27 20:45:58 as **
  • Offline/realtime traffic classification using semi-supervised learning
    Performance Evaluation, Vol. 64, No. 9-12. (October 2007), pp. 1194-1213.
    by Jeffrey Erman, Anirban Mahanti, Martin Arlitt, Ira Cohen, Carey Williamson
    posted to legacy-application network networking real-time by bigga on 2008-02-27 10:46:11 as *****
  • Fast, Accurate, and Lightweight Real-Time Traffic Identification Method Based on Flow Statistics
    Passive and Active Network Measurement (2007), pp. 255-259.
    by Masaki Tai, Shingo Ata, Ikuo Oka
    posted to legacy-application prediction real-time traffic-modeling by bigga on 2008-02-27 10:24:54 as ***** along with 1 person sqazi
  • Bayesian classification theory
    (1991)
    by Robin Hanson, John Stutz, Peter Cheeseman
    posted to clustering learning by bigga on 2008-02-15 14:44:19 as **
  • Automatic flow classification using machine learning
    Software, Telecommunications and Computer Networks, 2007. SoftCOM 2007. 15th International Conference on (2007), pp. 1-6.
    by Isara Anantavrasilp, Thorsten Scholer
    posted to behaviors-detection decision-making legacy-application network networking qos by bigga on 2008-02-06 11:46:32 as *****
  • Measuring Web Performance in the Wide Area
    No. 1999-004. (FebruaryMarch, 1999)
    by Paul Barford, Mark Crovella
    posted to burstiness modeling network networking traffic-modeling by bigga on 2008-01-29 18:22:58 as **
  • Decoupling Bandwidth, Delay and Burstiness of PFQ Algorithm for QoS Guarantee of a Leaky Bucket Constraint Traffic
    (1999)
    by Woongchul Choi
    posted to burstiness traffic-modeling by bigga on 2008-01-24 00:37:50 as **
  • Burstiness characterization of ATM cell streams
    Comput. Netw. ISDN Syst., Vol. 26, No. 11. (August 1994), pp. 1351-1363.
    by Josep Solé-Pareta, Jordi Domingo-Pascual
    posted to burstiness traffic-modeling by bigga on 2008-01-24 00:37:18 as **
  • Analysis of leaky bucket mechanism based on burstiness characterization
    International Journal of Communication Systems, Vol. 8, No. 6. (1995), pp. 347-358.
    by Tat-Ming Au, Hassan Mehrpour
    posted to burstiness traffic-modeling by bigga on 2008-01-24 00:35:29 as **
  • A Comparison of Prediction Accuracy, Complexity, and Training Time of Thirty-Three Old and New Classification Algorithms
    Mach. Learn., Vol. 40, No. 3. (September 2000), pp. 203-228.
    by Tjen-Sien Lim, Wei-Yin Loh, Yu-Shan Shih
    posted to evaluation learning prediction regression by bigga on 2007-12-12 21:12:45 as ** along with 2 people and 1 group xiaoyan2006 Ridz VT_DLRL
  • Characterizing and Detecting Skype-Relayed Traffic
    INFOCOM 2006. 25th IEEE International Conference on Computer Communications. Proceedings (2006), pp. 1-12.
    by K Suh, DR Figueiredo, J Kurose, D Towsley
    posted to behaviors-detection dataset legacy-application network networking traffic-modeling by bigga on 2007-12-03 19:14:41 as **
  • The changing usage of a mature campus-wide wireless network
    (2004), pp. 187-201.
    by Tristan Henderson, David Kotz, Ilya Abyzov
    posted to dataset by bigga on 2007-12-03 18:57:54 as *** along with 1 person s-fujii
  • A Gentle Tutorial on the EM Algorithm and its Application to Parameter Estimation for Gaussian Mixture and Hidden Markov Models
    (1997)
    by J Bilmes
    posted to clustering learning stats by bigga on 2007-12-03 15:10:03 as ** along with 9 people and 4 groups danpopovici oannes pool007 nojhan sugarexpletive vitalaswp3 360varial asterix77 eddymier EvolutionaryComputation Regulomics_UCHSC Metaheuristics Optimization
  • Some Methods of Classification and Analysis of Multivariate Observations
    (1967), pp. 281-297.
    by JB Macqueen
    posted to clustering learning by bigga on 2007-11-28 16:55:40 as ** along with 1 person filippone
  • Architecture of a Network Monitor
    (2003)
    by A Moore, J Hall, C Kreibich, E Harris, I Pratt
    posted to monitoring-tool network networking traffic-modeling by bigga on 2007-11-28 00:04:58 as ****
  • Traffic classification on the fly
    SIGCOMM Comput. Commun. Rev., Vol. 36, No. 2. (April 2006), pp. 23-26.
    by Laurent Bernaille, Renata Teixeira, Ismael Akodkenou, Augustin Soule, Kave Salamatian
    posted to legacy-application network networking prediction by bigga on 2007-11-28 00:02:52 as ***** along with 1 person mfisk
  • Byte me: a case for byte accuracy in traffic classification
    (2007), pp. 35-38.
    by Jeffrey Erman, Anirban Mahanti, Martin Arlitt
    posted to behaviors-detection learning modeling network prediction traffic-modeling by bigga on 2007-10-26 11:34:16 as *****
  • Data Mining and Knowledge Discovery Handbook
    (01 September 2005)
    by O Maimon, L Rokach
    posted to learning prediction regression by bigga on 2007-10-26 11:25:51 as ****
  • Multi-Dimensional Recurrent Neural Networks
    (14 May 2007)
    by Alex Graves, Santiago Fernandez, Juergen Schmidhuber
    posted to learning by bigga on 2007-10-24 14:33:14 as * along with 1 person sato-ryu
  • Applied Linear Regression Models
    (03 September 2004)
    by Michael H Kutner, Christopher J Nachtsheim, John Neter
    posted to prediction regression by bigga on 2007-10-16 11:49:07 as ***
  • Discriminant Analysis and Statistical Pattern Recognition (Wiley Series in Probability and Statistics)
    (04 August 2004)
    by Geoffrey J Mclachlan
    posted to learning stats by bigga on 2007-10-11 09:45:25 as **
  • Differentiated Services for the Internet
    (21 July 1999)
    by Kalevi Kilkki
    posted to qos by bigga on 2007-10-10 18:07:14 as ****
  • Instance-Based Learning Algorithms
    Mach. Learn., Vol. 6, No. 1. (January 1991), pp. 37-66.
    by David W Aha, Dennis Kibler, Marc K Albert
    posted to learning by bigga on 2007-08-01 14:37:32 as ****
  • A Scalable Algorithm for Rule Post-pruning of Large Decision Trees
    Advances in Knowledge Discovery and Data Mining: 5th Pacific-Asia Conference, PAKDD 2001 Hong Kong, China, April 2001, Proceedings: (2001), 467.
    by Trong D Nguyen, Tu B Ho, Hiroshi Shimodaira
    posted to learning by bigga on 2007-08-01 14:13:58 as ****
  • A Comparison of Prediction Accuracy, Complexity, and Training Time of Thirty-Three Old and New Classification Algorithms
    Machine Learning, Vol. 40, No. 3. (2000), pp. 203-228.
    by Tjen S Lim, Wei Y Loh, Yu S Shih
    posted to evaluation learning by bigga on 2007-07-30 17:40:42 as *****
  • Network game traffic modelling
    (2002), pp. 53-57.
    by Johannes Färber
    posted to network traffic-modeling by bigga on 2007-07-27 15:42:53 as **
  • Source Models of Network Game Traffic
    (2000)
    by M Borella
    posted to network traffic-modeling by bigga on 2007-07-27 15:37:19 as **
  • Measuring the auto-correlation of server to client traffic in First Person Shooter games
    (2006)
    by P Branch, G Armitage
    posted to network traffic-modeling by bigga on 2007-07-27 15:15:23 as ** along with 1 person xian
  • An empirical evaluation of TCP performance in online games
    (2006)
    by Kuan-Ta Chen, Chun-Ying Huang, Polly Huang, Chin-Laung Lei
    posted to network traffic-modeling by bigga on 2007-07-27 15:04:53 as **
  • A Preliminary Performance Comparison of Five Machine Learning Algorithms for Practical IP Traffic Flow Classification
    ACM SIGCOMM Computer Communication Review, Vol. 36, No. 5. (October 2006)
    by Nigel Williams, Sebastian Zander, Grenville Armitage
    posted to behaviors-detection learning legacy-application network by bigga on 2007-07-27 14:51:46 as *****
  • Automated network games enhancement layer: a proposed architecture
    (2006)
    by Jason But, Nigel Williams, Sebastian Zander, Lawrence Stewart, Grenville Armitage
    posted to network real-time by bigga on 2007-07-27 14:41:38 as **
  • Empirically derived analytic models of wide-area TCP connections
    IEEE/ACM Trans. Netw., Vol. 2, No. 4. (August 1994), pp. 316-336.
    by Vern Paxson
    posted to behaviors-detection legacy-application modeling by bigga on 2007-06-01 12:53:02 as *** along with 1 person and 1 group jsterrel unc_cs_net
  • MediaPlayer\texttrademark versus RealPlayer\texttrademark a comparison of network turbulence
    (2002), pp. 131-136.
    by Mingzhe Li, Mark Claypool, Robert Kinicki
    posted to behaviors-detection legacy-application modeling network wlan by bigga on 2007-06-01 12:47:52 as ** along with 1 person xsu
  • A Measurement Study of RealMedia Audio/Video Streaming Traffic
    (2002), pp. 68-79.
    by Tianbo Kuang, Carey Williamson
    posted to behaviors-detection legacy-application by bigga on 2007-06-01 12:45:35 as **
  • Structural Modeling of RealAudio Traffic
    No. ISI-TR-544. (2001)
    by Kun C Lan, John Heidemann
    posted to behaviors-detection legacy-application modeling by bigga on 2007-06-01 12:37:03 as **
  • Understanding Patterns of TCP Connection Usage with Statistical Clustering
    (2005), pp. 35-44.
    by F Hernandez-Campos, Donelson F Smith, K Jeffay, AB Nobel
    posted to behaviors-detection legacy-application by bigga on 2007-06-01 12:30:20 as ****
  • Measurement based traffic classification in Differentiated Services
    Vol. 4523, pp. 79-90.
    by Marko Luoma, Mika Ilvesmäki
    posted to behaviors-detection legacy-application by bigga on 2007-06-01 12:21:48 as ****
  • On the Capabilities of Application Level Traffic Measurements to Differentiate and Classify Internet Traffic
    Vol. 4523 (2001)
    by Mika Ilvesmäki, Marko Luoma
    posted to behaviors-detection legacy-application by bigga on 2007-06-01 12:07:05 as ****
  • Class-of-service mapping for QoS: a statistical signature-based approach to IP traffic classification
    (2004), pp. 135-148.
    by Matthew Roughan, Subhabrata Sen, Oliver Spatscheck, Nick Duffield
    posted to behaviors-detection legacy-application by bigga on 2007-06-01 12:02:19 as ****
  • Self-Learning IP Traffic Classification Based on Statistical Flow Characteristics
    (April 2005), pp. 325-328.
    by Sebastian Zander, Thuy Nguyen, Grenville J Armitage
    posted to behaviors-detection legacy-application by bigga on 2007-06-01 11:12:47 as ****
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