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タグ: som [178 articles]

Recent papers classified by the tag som.
  • Automatic Cluster Detection in Kohonen's SOM
    Neural Networks, IEEE Transactions on, Vol. 19, No. 3. (2008), pp. 442-459.
    by D Brugger, M Bogdan, W Rosenstiel
    posted to som by zhengzhong on 2008-07-09 09:41:07 as **
  • Self-Organizing and Self-Evolving Neurons: A New Neural Network for Optimization
    Neural Networks, IEEE Transactions on, Vol. 18, No. 2. (2007), pp. 385-396.
    by Sitao Wu, TWS Chow
    posted to som by zhengzhong on 2008-07-09 09:41:05 as ** along with 1 person gr650
  • String Tightening as a Self-Organizing Phenomenon
    Neural Networks, IEEE Transactions on, Vol. 18, No. 5. (2007), pp. 1463-1471.
    by B Banerjee
    posted to som by zhengzhong on 2008-07-09 09:41:02 as **
  • The Parameterless Self-Organizing Map Algorithm
    Neural Networks, IEEE Transactions on, Vol. 17, No. 2. (2006), pp. 305-316.
    by E Berglund, J Sitte
    posted to som by zhengzhong on 2008-07-09 09:41:00 as **
  • Web content management by self-organization
    Neural Networks, IEEE Transactions on, Vol. 16, No. 5. (2005), pp. 1256-1268.
    by RT Freeman, H Yin
    posted to som by zhengzhong on 2008-07-09 09:40:58 as **
  • PRSOM: a new visualization method by hybridizing multidimensional scaling and self-organizing map
    Neural Networks, IEEE Transactions on, Vol. 16, No. 6. (2005), pp. 1362-1380.
    by Sitao Wu, TWS Chow
    posted to som by zhengzhong on 2008-07-09 09:40:55 as **
  • Hierarchical overlapped SOM's for pattern classification
    Neural Networks, IEEE Transactions on, Vol. 10, No. 1. (1999), pp. 193-196.
    by PN Suganthan
    posted to som by zhengzhong on 2008-07-09 09:40:33 as ** along with 1 person awarlau
  • Fast self-organizing feature map algorithm
    Neural Networks, IEEE Transactions on, Vol. 11, No. 3. (2000), pp. 721-733.
    by Mu-Chun Su, Hsiao-Te Chang
    posted to som by zhengzhong on 2008-07-09 09:40:08 as **
  • Model transitions in descending FLVQ
    Neural Networks, IEEE Transactions on, Vol. 9, No. 5. (1998), pp. 724-738.
    by A Baraldi, P Blonda, F Parmiggiani, G Pasquariello, G Satalino
    posted to som by zhengzhong on 2008-07-09 09:39:47 as **
  • Ranked Centroid Projection: A Data Visualization Approach With Self-Organizing Maps
    Neural Networks, IEEE Transactions on, Vol. 19, No. 2. (2008), pp. 245-259.
    by GG Yen, Zheng Wu
    posted to som by zhengzhong on 2008-07-09 09:39:42 as **
  • Face recognition: a convolutional neural-network approach
    Neural Networks, IEEE Transactions on, Vol. 8, No. 1. (1997), pp. 98-113.
    by S Lawrence, CL Giles, Ah C Tsoi, AD Back
    posted to som by zhengzhong on 2008-07-09 09:39:35 as **
  • O(log<sub>2</sub>M) Self-Organizing Map Algorithm Without Learning of Neighborhood Vectors
    Neural Networks, IEEE Transactions on, Vol. 17, No. 6. (2006), pp. 1656-1661.
    by H Kusumoto, Y Takefuji
    posted to som by zhengzhong on 2008-07-09 09:39:27 as **
  • The growing hierarchical self-organizing map: exploratory analysis of high-dimensional data
    Neural Networks, IEEE Transactions on, Vol. 13, No. 6. (2002), pp. 1331-1341.
    by A Rauber, D Merkl, M Dittenbach
    posted to textmining som by zhengzhong on 2008-06-28 18:10:33 as ****
  • Text classification with self-organizing maps: Some lessons learned
    Neurocomputing, Vol. 21, No. 1-3. (6 November 1998), pp. 61-77.
    by Dieter Merkl
    posted to textmining som by zhengzhong on 2008-07-09 03:36:10 as **
  • Self-organizing maps of symbol strings
    Neurocomputing, Vol. 21, No. 1-3. (6 November 1998), pp. 19-30.
    by Teuvo Kohonen, Panu Somervuo
    posted to textmining som kohonengroup by zhengzhong on 2008-07-09 03:34:27 as ** along with 1 group StockHacker
  • Self-organizing maps, vector quantization, and mixture modeling
    Neural Networks, IEEE Transactions on, Vol. 12, No. 6. (2001), pp. 1299-1305.
    by T Heskes
    posted to textmining som by zhengzhong on 2008-07-09 03:31:13 as ** along with 1 person nklee
  • Keyword selection method for characterizing text document maps
    Artificial Neural Networks, 1999. ICANN 99. Ninth International Conference on (Conf. Publ. No. 470), Vol. 1 (1999), pp. 371-376 vol.1.
    by K Lagus, S Kaski
    posted to textmining som kohonengroup by zhengzhong on 2008-07-09 03:27:08 as **
  • Generalizing self-organizing map for categorical data
    Neural Networks, IEEE Transactions on, Vol. 17, No. 2. (2006), pp. 294-304.
    by Chung-Chian Hsu
    posted to textmining som by zhengzhong on 2008-07-09 03:24:09 as **
  • Mining massive document collections by the WEBSOM method
    Inf. Sci., Vol. 163, No. 1-3. (2004), pp. 135-156.
    by Krista Lagus, Samuel Kaski, Teuvo Kohonen
    posted to textmining som kohonengroup by zhengzhong on 2008-07-09 03:05:18 as ** along with 4 people and 3 groups brusilovsky codex chirayu_kong karipuf CMU-HCII social_navigation Adaptive-Web
  • Websom for Textual Data Mining
    Artif. Intell. Rev., Vol. 13, No. 5-6. (1999), pp. 345-364.
    by Krista Lagus, Timo Honkela, Samuel Kaski, Teuvo Kohonen
    posted to textmining som kohonengroup by zhengzhong on 2008-07-09 02:58:56 as **
  • WEBSOM - Self-organizing maps of document collections
    Neurocomputing, Vol. 21, No. 1-3. (6 November 1998), pp. 101-117.
    by Samuel Kaski, Timo Honkela, Krista Lagus, Teuvo Kohonen
    posted to textmining som kohonengroup by zhengzhong on 2008-07-09 02:54:29 as ** along with 1 person codex
  • Clustering of the self-organizing map
    Neural Networks, IEEE Transactions on, Vol. 11, No. 3. (2000), pp. 586-600.
    by J Vesanto, E Alhoniemi
    posted to textmining som by zhengzhong on 2008-07-06 01:40:57 as ** along with 3 people and 1 group assef ianturton codex Adaptive-Web
  • Probabilistic Topic Maps: Navigating through Large Text Collections
    Advances in Intelligent Data Analysis: Third International Symposium, IDA-99, Amsterdam, The Netherlands, August 1999. Proceedings (1999), 161.
    by Thomas Hofmann
    posted to textmining som by zhengzhong on 2008-07-06 01:22:24 as **
  • Text Retrieval Using Self-Organized Document Maps
    Neural Processing Letters, Vol. 15, No. 1. (16 February 2002), pp. 21-29.
    by Krista Lagus
    posted to textmining som kohonengroup by zhengzhong on 2008-07-06 01:20:34 as ** along with 1 person karipuf
  • Self organization of a massive document collection
    Neural Networks, IEEE Transactions on, Vol. 11, No. 3. (2000), pp. 574-585.
    by T Kohonen, S Kaski, K Lagus, J Salojarvi, J Honkela, V Paatero, A Saarela
    posted to textmining som kohonengroup by zhengzhong on 2008-07-06 01:06:45 as ***** along with 3 people gr650 mvoong koles
  • Fourier and wavelet descriptors for shape recognition using neural networks--a comparative study
    Pattern Recognition, Vol. 35, No. 9. (September 2002), pp. 1949-1957.
    by Stanislaw Osowski, Do D Nghia
    posted to wnn som kohonen ann by waszak on 2008-05-20 01:01:02 as *****
  • Recursive self-organizing maps
    (2002)
    by T Voegtlin
    posted to algorithmes de neurones rcursivit rseaux som by vidal31 on 2006-07-19 15:27:52 as ** along with 5 people and 1 group jrw ngiann syoyo Kazuki rodrhern uchile_int_computacional
  • The use of self-organising maps for anomalous behaviour detection in a digital investigation
    Forensic Science International, Vol. 162, No. 1-3. (16 October 2006), pp. 33-37.
    by BKL Fei, JHP Eloff, MS Olivier, HS Venter
    posted to som security ids forensics cas_chapter by thefillm on 2008-07-24 15:43:35 as *****
  • The DCA: SOMe comparison
    Evolutionary Intelligence, Vol. 1, No. 2. (16 June 2008), pp. 85-112.
    by Julie Greensmith, Jan Feyereisl, Uwe Aickelin
    posted to som security dca danger_theory ais by thefillm on 2008-07-08 00:46:12 as read along with 1 person sato-ryu
  • Discriminating and visualizing anomalies using negative selection and self-organizing maps
    (2005), pp. 297-304.
    by Fabio A González, Juan C Galeano, Diego A Rojas, Angélica Veloza-Suan
    posted to som security negative_selection ais by thefillm on 2008-07-08 20:20:07 as ** along with 1 person sdvillal
  • Non-signature based virus detection
    Journal in Computer Virology, Vol. 2, No. 3. (18 December 2006), pp. 163-186.
    by In Yoo, Ulrich Ultes-Nitsche
    posted to virus som security executables cas_chapter by thefillm on 2008-07-25 11:59:29 as *****
  • A new intrusion detection system using support vector machines and hierarchical clustering
    The VLDB Journal, Vol. 16, No. 4. (October 2007), pp. 507-521.
    by Latifur Khan, Mamoun Awad, Bhavani Thuraisingham
    posted to svm som security hierarchical_som cas_chapter by thefillm on 2008-07-24 12:16:52 as ****
  • Intrusion Detection Using PCASOM Neural Networks
    Advances in Neural Networks - ISNN 2006 (2006), pp. 240-245.
    by Guisong Liu, Zhang Yi
    posted to som security ids darpa98 cas_chapter by thefillm on 2008-07-25 11:37:43 as *****
  • Home Gateway with Automated Real-Time Intrusion Detection for Secure Home Networks
    Computational Science and Its Applications - ICCSA 2006 (2006), pp. 440-447.
    by Hayoung Oh, Jiyoung Lim, Kijoon Chae, Jungchan Nah
    posted to visualisation som security physical ids cas_chapter by thefillm on 2008-07-25 11:32:48 as *****
  • Biologically Inspired Clustering: Comparing the Neural and Immune Paradigms
    Nature Inspired Cooperative Strategies for Optimization (NICSO 2007) (2008), pp. 179-188.
    by Matti Pöllä, Timo Honkela, Xiao-Zhi Gao
    posted to som clustering ais by thefillm on 2008-07-25 11:27:38 as *****
  • A Comparative Study of Unsupervised Machine Learning and Data Mining Techniques for Intrusion Detection
    Machine Learning and Data Mining in Pattern Recognition (2007), pp. 404-418.
    by Reza Sadoddin, Ali Ghorbani
    posted to som security kdd99 ids comparison cas_chapter by thefillm on 2008-07-25 11:23:29 as *****
  • Comparison of a SOM based sequence analysis system and naive Bayesian classifier for spam filtering
    Neural Networks, 2005. IJCNN '05. Proceedings. 2005 IEEE International Joint Conference on, Vol. 4 (2005), pp. 2571-2576 vol. 4.
    by Xiao Luo, N Zincir-Heywood
    posted to spam som security cas_chapter by thefillm on 2008-07-25 11:19:50 as *****
  • Intrusion Detection with Neural Networks and Watermarking Techniques for MANET
    Pervasive Services, IEEE International Conference on (2007), pp. 118-127.
    by Aikaterini Mitrokotsa, Nikos Komninos, Christos Douligeris
    posted to som security manet ids cas_chapter by thefillm on 2008-07-23 14:49:08 as *****
  • Situation Management in Crisis Scenarios Based on Self-Organizing Neural Mapping Technology
    Military Communications Conference, 2005. MILCOM 2005. IEEE (2005), pp. 1-7.
    by R Tango-Lowy, L Lewis
    posted to som security military cas_chapter by thefillm on 2008-07-23 14:46:52 as ****
  • Critical study of neural networks in detecting intrusions
    Computers & Security, Vol. In Press, Corrected Proof
    by Rachid Beghdad
    posted to som security ids comparison cas_chapter by thefillm on 2008-07-24 15:19:14 as *****
  • SOM-Based Anomaly Intrusion Detection System
    Embedded and Ubiquitous Computing (2007), pp. 356-366.
    by Chun-Dong Wang, He-Feng Yu, Huai-Bin Wang, Kai Liu
    posted to som security ids cas_chapter by thefillm on 2008-07-23 14:41:58 as ****
  • Local anomaly detection for mobile network monitoring
    Information Sciences, Vol. In Press, Uncorrected Proof
    by Pekka Kumpulainen, Kimmo Hätönen
    posted to todo som security mobile ids cas_chapter by thefillm on 2008-07-24 15:16:56 as *****
  • Design of a neural network for recognition and classification of computer viruses
    Computers & Security, Vol. 14, No. 5. (1995), pp. 435-448.
    by Anastasia Doumas, Konstantinos Mavroudakis, Dimitris Gritzalis, Sokratis Katsikas
    posted to virus som security classification cas_chapter by thefillm on 2008-07-24 15:14:34 as *****
  • Data Security Analysis Using Unsupervised Learning and Explanations
    Innovations in Hybrid Intelligent Systems (2008), pp. 112-119.
    by G Corral, E Armengol, A Fornells, E Golobardes
    posted to vulnerability som security cas_chapter by thefillm on 2008-07-25 11:04:59 as *****
  • Don't Touch Me, I'm Fine: Robot Autonomy Using an Artificial Innate Immune System
    Artificial Immune Systems (2006), pp. 349-361.
    by Mark Neal, Jan Feyereisl, Rosario Rascuna, Xiaolei Wang
    posted to som robotics lncs ais by thefillm on 2008-07-07 22:43:55 as read
  • Detecting Anomalous Network Traffic with Self-organizing Maps
    Recent Advances in Intrusion Detection (2003), pp. 36-54.
    by Manikantan Ramadas, Shawn Ostermann, Brett Tjaden
    posted to som security lncs by thefillm on 2008-07-07 22:22:39 as ** along with 1 person spiral
  • Anomaly Detection of Computer Usage Using Artificial Intelligence Techniques
    Advances in Artificial Intelligence. PRICAI 2000 Workshop Reader (2001), pp. 31-43.
    by Jongho Choy, Sung-Bae Cho
    posted to som security lncs ids hmm by thefillm on 2008-07-08 21:03:38 as **
  • Attack Characterization and Intrusion Detection using an Ensemble of Self-Organizing Maps
    Information Assurance Workshop, 2006 IEEE (2006), pp. 108-115.
    by LL Delooze
    posted to som security ids by thefillm on 2008-07-08 21:01:36 as **
  • On the capability of an SOM based intrusion detection system
    Neural Networks, 2003. Proceedings of the International Joint Conference on, Vol. 3 (2003), pp. 1808-1813 vol.3.
    by HG Kayacik, AN Zincir-Heywood, MI Heywood
    posted to som security kdd99 ids by thefillm on 2008-07-07 22:13:58 as **
  • RT-UNNID: A practical solution to real-time network-based intrusion detection using unsupervised neural networks
    Computers & Security, Vol. 25, No. 6. (September 2006), pp. 459-468.
    by Morteza Amini, Rasool Jalili, Hamid R Shahriari
    posted to som security ids art by thefillm on 2008-07-07 22:11:04 as **
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