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分享机器学习领域的好文章和好点子：）
靖琰 王
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- January 24, 2011
- 11:45 PM
- 455 views
屠博士教你如何抓住老公的心：Auto-Contex
Auto-Context and Its Application to High-Level Vision Tasks and 3D Brain Image Segmentation
Zhuowen Tu; Xiang Bai; Pattern Analysis and Machine Intelligence, IEEE Transactions on Volume: 32 , Issue: 10 Digital Object Identifier: 10.1109/TPAMI.2009.186 Publication Year: 2010 , Page(s): 1744 - 1757
IEEE Journals
Abstract ;|; Full Text: PDF;(3072 KB)
Zhuowen Tu, ., & Xiang Bai, . (2 ...... Read more »
Zhuowen Tu, ., & Xiang Bai, . (2010) Auto-Context and Its Application to High-Level Vision Tasks and 3D Brain Image Segmentation. IEEE Transactions on Pattern Analysis and Machine Intelligence, 32(10), 1744-1757. DOI: 10.1109/TPAMI.2009.186
- January 24, 2011
- 11:45 PM
- 282 views
去耦线性估计：Decoupled Linear Estimation
Decoupled Linear Estimation of Affine Geometric Deformations and Nonlinear Intensity Transformations of Images
Kovalsky, S.Z.; Cohen, G.; Hagege, R.; Francos, J.M.; Pattern Analysis and Machine Intelligence, IEEE Transactions on Volume: 32 , Issue: 5 Digital Object Identifier: 10.1109/TPAMI.2010.22 Publication Year: 2010 , Page(s): 940 - 946
IEEE Journals
Abstract ;|; Full Text: PDF;(870 K ...... Read more »
Kovalsky SZ, Cohen G, Hagege R, & Francos JM. (2010) Decoupled linear estimation of affine geometric deformations and nonlinear intensity transformations of images. IEEE transactions on pattern analysis and machine intelligence, 32(5), 940-6. PMID: 20299716
- December 29, 2010
- 03:55 AM
- 250 views
去耦线性估计：Decoupled Linear Estimation
Decoupled Linear Estimation of Affine Geometric Deformations and Nonlinear Intensity Transformations of Images Kovalsky, S.Z.; Cohen, G.; Hagege, R.; Francos, J.M.; Pattern Analysis and Machine Intelligence, IEEE Transactions on Volume: 32 , Issue: 5 Digital Object Identifier: 10.1109/TPAMI.2010.22 Publication Year: 2010 , Page(s): 940 - 946 IEEE Journals Abstract | Full Text: PDF (870 KB) ... Read more »
Kovalsky SZ, Cohen G, Hagege R, & Francos JM. (2010) Decoupled linear estimation of affine geometric deformations and nonlinear intensity transformations of images. IEEE transactions on pattern analysis and machine intelligence, 32(5), 940-6. PMID: 20299716
- December 27, 2010
- 03:48 AM
- 319 views
稀疏多核学习：Sparse Multiple Kernel Learning
Sparse Multiple Kernel Learning for Signal Processing Applications Subrahmanya, N.; Shin, Y.C.; Pattern Analysis and Machine Intelligence, IEEE Transactions on Volume: 32 , Issue: 5 Digital Object Identifier: 10.1109/TPAMI.2009.98 Publication Year: 2010 , Page(s): 788 - 798 IEEE Journals Abstract | Full Text: PDF (903 KB) Subrahmanya, N., & Shin, Y. (2010). Sparse Multiple Kernel Learning for Signal Processing Applications IEEE Transactions on Pattern Analysis and Machine Intelligence, 32 (5),........ Read more »
Subrahmanya, N., & Shin, Y. (2010) Sparse Multiple Kernel Learning for Signal Processing Applications. IEEE Transactions on Pattern Analysis and Machine Intelligence, 32(5), 788-798. DOI: 10.1109/TPAMI.2009.98
- December 10, 2010
- 10:35 AM
- 442 views
Fisher 信息非参数嵌入FINE: Fisher Information Nonparametric
FINE: Fisher Information Nonparametric Embedding Carter, K.M.; Raich, R.; Finn, W.G.; Hero, A.O.; Pattern Analysis and Machine Intelligence, IEEE Transactions on Volume: 31 , Issue: 11 Digital Object Identifier: 10.1109/TPAMI.2009.67 Publication Year: 2009 , Page(s): 2093 - 2098 IEEE Journals Abstract | Full Text: PDF (915 KB) Carter KM, Raich R, Finn WG, & Hero AO 3rd (2009). FINE: fisher information nonparametric embedding. IEEE transactions on pattern analysis and machine intelligence, 31 (........ Read more »
Carter KM, Raich R, Finn WG, & Hero AO 3rd. (2009) FINE: fisher information nonparametric embedding. IEEE transactions on pattern analysis and machine intelligence, 31(11), 2093-8. PMID: 19762935
- December 10, 2010
- 08:33 AM
- 413 views
用流形嵌入预测蛋白质相互作用:Using manifold embedding for as
Title: Using manifold embedding for assessing and predicting protein interactions from high-throughput experimental data Author(s): You, ZH; Lei, YK; Gui, J, et al.Source: BIOINFORMATICS Volume: 26 Issue: 21 Pages: 2744-2751 Published: 2010 Times Cited: 0 ... Read more »
You ZH, Lei YK, Gui J, Huang DS, & Zhou X. (2010) Using manifold embedding for assessing and predicting protein interactions from high-throughput experimental data. Bioinformatics (Oxford, England), 26(21), 2744-51. PMID: 20817744
- November 28, 2010
- 10:38 AM
- 467 views
蛋白抗原预测：prediction of protein antigenicity
开这个栏目，是要在 SCI以下几个分类中：MATHEMATICAL & COMPUTATIONAL BIOLOGY ENGINEERING, BIOMEDICAL RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING MEDICAL INFORMATICS定期地阅读一区(Q1)与机器学习相关的文章，寻找最有价值的应用。Christophe N. Magnan, Michael Zeller, Matthew A. Kayala, Adam Vigil, Arlo Randall, Philip L. Felgner, and Pierre Baldi High-throughput prediction of protein antigenicity using protein microarray data ... Read more »
Magnan CN, Zeller M, Kayala MA, Vigil A, Randall A, Felgner PL, & Baldi P. (2010) High-throughput prediction of protein antigenicity using protein microarray data. Bioinformatics (Oxford, England), 26(23), 2936-43. PMID: 20934990
- November 22, 2010
- 09:25 AM
- 502 views
代价敏感的人脸识别：Cost-Sensitive Face Recognition
Cost-Sensitive Face Recognition Yin Zhang; Zhi-Hua Zhou; Pattern Analysis and Machine Intelligence, IEEE Transactions on Volume: 32 , Issue: 10 Digital Object Identifier: 10.1109/TPAMI.2009.195 Publication Year: 2010 , Page(s): 1758 - 1769 IEEE Journals Abstract | Full Text: PDF (2764 KB) Yin Zhang, ., & Zhi-Hua Zhou, . (2010). Cost-Sensitive Face Recognition IEEE Transactions on Pattern Analysis and Machine Intelligence, 32 (10), 1758-1769 DOI: 10.1109/TPAMI.2009.195... Read more »
Yin Zhang, ., & Zhi-Hua Zhou, . (2010) Cost-Sensitive Face Recognition. IEEE Transactions on Pattern Analysis and Machine Intelligence, 32(10), 1758-1769. DOI: 10.1109/TPAMI.2009.195
- November 17, 2010
- 12:00 PM
- 564 views
代价敏感的提升：Cost-Sensitive Boosting
Cost-Sensitive Boosting Masnadi-Shirazi, H; Vasconcelos, N; Pattern Analysis and Machine Intelligence, IEEE Transactions on Volume: PP , Issue: 99 Digital Object Identifier: 10.1109/TPAMI.2010.71 Publication Year: 2010 , Page(s): 1 - 1 IEEE Early Access Abstract | Full Text: PDF (413 KB) Masnadi-Shirazi, H., & Vasconcelos, N. (2010). Cost-Sensitive Boosting IEEE Transactions on Pattern Analysis and Machine Intelligence DOI: 10.1109/TPAMI.2010.71... Read more »
Masnadi-Shirazi, H., & Vasconcelos, N. (2010) Cost-Sensitive Boosting. IEEE Transactions on Pattern Analysis and Machine Intelligence. DOI: 10.1109/TPAMI.2010.71
- October 18, 2010
- 11:06 PM
- 431 views
降维的多核学习：Multiple Kernel Learning for Dimensionality
Multiple Kernel Learning for Dimensionality Reduction Lin, Y.; Liu, T.; Fuh, C.; Pattern Analysis and Machine Intelligence, IEEE Transactions on Volume: PP , Issue: 99 Digital Object Identifier: 10.1109/TPAMI.2010.183 Publication Year: 2010 , Page(s): 1 - 1 IEEE Early Access Abstract | Full Text: PDF (678 KB) Lin YY, Liu TL, & Fuh CS (2010). Multiple Kernel Learning for Dimensionality Reduction. IEEE transactions on pattern analysis and machine intelligence PMID: 20921580... Read more »
Lin YY, Liu TL, & Fuh CS. (2010) Multiple Kernel Learning for Dimensionality Reduction. IEEE transactions on pattern analysis and machine intelligence. PMID: 20921580
- October 15, 2010
- 03:56 PM
- 440 views
[回顾]局部样条衰退：Local Spline Regression
Semi-Supervised Classification via Local Spline Regression Xiang, S.; Nie, F.; Zhang, C.; Pattern Analysis and Machine Intelligence, IEEE Transactions on Volume: PP , Issue: 99 Digital Object Identifier: 10.1109/TPAMI.2010.35 Publication Year: 2010 , Page(s): 1 - 1 IEEE Early Access Abstract | Full Text: PDF (4759 KB) Xiang, S., Nie, F., & Zhang, C. (2010). Semi-Supervised Classification via Local Spline Regression IEEE Transactions on Pattern Analysis and Machine Intelligence DOI: 10.1109/TP........ Read more »
Xiang, S., Nie, F., & Zhang, C. (2010) Semi-Supervised Classification via Local Spline Regression. IEEE Transactions on Pattern Analysis and Machine Intelligence. DOI: 10.1109/TPAMI.2010.35
- October 15, 2010
- 10:53 AM
- 492 views
混合分类器的半监督学习：Semisupervised Learning for a Hybrid
Semisupervised Learning for a Hybrid Generative/Discriminative Classifier based on the Maximum Entropy Principle Fujino, A.; Ueda, N.; Saito, K.; Pattern Analysis and Machine Intelligence, IEEE Transactions on Volume: 30 , Issue: 3 Digital Object Identifier: 10.1109/TPAMI.2007.70710 Publication Year: 2008 , Page(s): 424 - 437 IEEE Journals Abstract | Full Text: PDF (3543 KB) ... Read more »
Fujino, A., Ueda, N., & Saito, K. (2008) Semisupervised Learning for a Hybrid Generative/Discriminative Classifier based on the Maximum Entropy Principle. IEEE Transactions on Pattern Analysis and Machine Intelligence, 30(3), 424-437. DOI: 10.1109/TPAMI.2007.70710
- October 9, 2010
- 06:54 PM
- 425 views
示例选择的多示例学习：MILIS
MILIS: Multiple Instance Learning with Instance Selection Fu, Z.; Robles-Kelly, A.; Zhou, J.; Pattern Analysis and Machine Intelligence, IEEE Transactions on Volume: PP , Issue: 99 Digital Object Identifier: 10.1109/TPAMI.2010.155 Publication Year: 2010 , Page(s): 1 - 1 IEEE Early Access Abstract | Full Text: PDF (1453 KB) Fu Z, Robles-Kelly A, & Zhou J (2010). MILIS: Multiple Instance Learning with Instance Selection. IEEE transactions on pattern analysis and machine intelligence PMID: 207332........ Read more »
Fu Z, Robles-Kelly A, & Zhou J. (2010) MILIS: Multiple Instance Learning with Instance Selection. IEEE transactions on pattern analysis and machine intelligence. PMID: 20733226
- October 3, 2010
- 09:28 AM
- 481 views
多核MHKS：MultiK-MHKS
MultiK-MHKS: A Novel Multiple Kernel Learning Algorithm Zhe Wang; Songcan Chen; Tingkai Sun; Pattern Analysis and Machine Intelligence, IEEE Transactions on Volume: 30 , Issue: 2 Digital Object Identifier: 10.1109/TPAMI.2007.70786 Publication Year: 2008 , Page(s): 348 - 353 IEEE Journals Abstract | Full Text: PDF (1447 KB) Zhe Wang, ., Songcan Chen, ., & Tingkai Sun, . (2008). MultiK-MHKS: A Novel Multiple Kernel Learning Algorithm IEEE Transactions on Pattern Analysis and Machine Intelligence........ Read more »
Zhe Wang, ., Songcan Chen, ., & Tingkai Sun, . (2008) MultiK-MHKS: A Novel Multiple Kernel Learning Algorithm. IEEE Transactions on Pattern Analysis and Machine Intelligence, 30(2), 348-353. DOI: 10.1109/TPAMI.2007.70786
- September 8, 2010
- 04:39 AM
- 481 views
基于几何的组合：Geometry-Based Ensembles
Geometry-Based Ensembles: Toward a Structural Characterization of the Classification Boundary Pujol, O.; Masip, D.; Pattern Analysis and Machine Intelligence, IEEE Transactions on Volume: 31 , Issue: 6 Digital Object Identifier: 10.1109/TPAMI.2009.31 Publication Year: 2009 , Page(s): 1140 - 1146 ... Read more »
Pujol, O., & Masip, D. (2009) Geometry-Based Ensembles: Toward a Structural Characterization of the Classification Boundary. IEEE Transactions on Pattern Analysis and Machine Intelligence, 31(6), 1140-1146. DOI: 10.1109/TPAMI.2009.31
- August 29, 2010
- 11:06 AM
- 506 views
嵌入的实例选择：Embedded Instance Selection
MILES: Multiple-Instance Learning via Embedded Instance Selection Yixin Chen; Jinbo Bi; Wang, J.Z.; Pattern Analysis and Machine Intelligence, IEEE Transactions on Volume: 28 , Issue: 12 Digital Object Identifier: 10.1109/TPAMI.2006.248 Publication Year: 2006 , Page(s): 1931 - 1947 IEEE Journals Abstract | Full Text: PDF (3684 KB) Yixin Chen, ., Jinbo Bi, ., & Wang, J. (2006). MILES: Multiple-Instance Learning via Embedded Instance Selection IEEE Transactions on Pattern Analysis and Machine In........ Read more »
Yixin Chen, ., Jinbo Bi, ., & Wang, J. (2006) MILES: Multiple-Instance Learning via Embedded Instance Selection. IEEE Transactions on Pattern Analysis and Machine Intelligence, 28(12), 1931-1947. DOI: 10.1109/TPAMI.2006.248
- August 22, 2010
- 05:33 AM
- 524 views
局部距离函数：Local Distance Functions
Local Distance Functions: A Taxonomy, New Algorithms, and an Evaluation Ramanan, D.; Baker, S.; Pattern Analysis and Machine Intelligence, IEEE Transactions on Volume: PP , Issue: 99 Digital Object Identifier: 10.1109/TPAMI.2010.127 Publication Year: 2010 , Page(s): 1 - 1 IEEE Early Access Abstract | Full Text: PDF (672 KB) Ramanan D, & Baker S (2010). Local Distance Functions: A Taxonomy, New Algorithms, and an Evaluation. IEEE transactions on pattern analysis and machine intelligence PMID: ........ Read more »
Ramanan D, & Baker S. (2010) Local Distance Functions: A Taxonomy, New Algorithms, and an Evaluation. IEEE transactions on pattern analysis and machine intelligence. PMID: 20603519
- August 12, 2010
- 11:47 AM
- 537 views
模糊特征矢量的贝叶斯聚类：Bayesian Clustering of Fuzzy Feature Vectors
Bayesian Clustering of Fuzzy Feature Vectors Using a Quasi-Likelihood Approach Marttinen, P.; Jing Tang; De Baets, B.; Dawyndt, P.; Corander, J.; Pattern Analysis and Machine Intelligence, IEEE Transactions on Volume: 31 , Issue: 1 Digital Object Identifier: 10.1109/TPAMI.2008.53 Publication Year: 2009 , Page(s): 74 - 85 IEEE Journals Abstract | Full Text: PDF (1069 KB) ... Read more »
Marttinen, P., Jing Tang, ., De Baets, B., Dawyndt, P., & Corander, J. (2009) Bayesian Clustering of Fuzzy Feature Vectors Using a Quasi-Likelihood Approach. IEEE Transactions on Pattern Analysis and Machine Intelligence, 31(1), 74-85. DOI: 10.1109/TPAMI.2008.53
- August 6, 2010
- 08:28 AM
- 896 views
基于局部学习的特征选择：Local-Learning-Based Feature Selection
Local-Learning-Based Feature Selection for High-Dimensional Data Analysis Sun, Yijun; Todorovic, Sinisa; Goodison, Steve; Pattern Analysis and Machine Intelligence, IEEE Transactions on Volume: 32 , Issue: 9 Digital Object Identifier: 10.1109/TPAMI.2009.190 Publication Year: 2010 , Page(s): 1610 - 1626 IEEE Journals Abstract | Full Text: PDF (2518 KB) ... Read more »
Sun, Y., Todorovic, S., & Goodison, S. (2010) Local-Learning-Based Feature Selection for High-Dimensional Data Analysis. IEEE Transactions on Pattern Analysis and Machine Intelligence, 32(9), 1610-1626. DOI: 10.1109/TPAMI.2009.190
- July 29, 2010
- 11:15 PM
- 609 views
监督的量化码本学习：Supervised Learning of Quantizer Codebooks
Lazebnik, S., & Raginsky, M. (2009). Supervised Learning of Quantizer Codebooks by Information Loss Minimization IEEE Transactions on Pattern Analysis and Machine Intelligence, 31 (7), 1294-1309 DOI: 10.1109/TPAMI.2008.138 Supervised Learning of Quantizer Codebooks by Information Loss Minimization Lazebnik, S.; Raginsky, M.; Pattern Analysis and Machine Intelligence, IEEE Transactions on... Read more »
Lazebnik, S., & Raginsky, M. (2009) Supervised Learning of Quantizer Codebooks by Information Loss Minimization. IEEE Transactions on Pattern Analysis and Machine Intelligence, 31(7), 1294-1309. DOI: 10.1109/TPAMI.2008.138
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