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	The Elements of Statistical Learning [My Copy] (30 July 2003) by T. Hastie, R. Tibshirani, J. H. Friedman posted to machine-learning lasso dimension-reduction book by abellogin on 2009-10-17 01:44:36 as along with 61 people and 11 groups ulmer fjanoos azhdari emailhy donnachie singhsh mahmoodr lop idlebrain makrehchi awarlau gabriprat gokopal alexeigor liamtoh333 amsantos minrmw brian eddymier roys akastrin robotact thefillm ansobol pdlug yaroslavvb bigga jelsas davidr gyuli garyfeng aufrank neteler leidner chad_davis jekky balajis Jaykul balicea sdvillal donade bigbossman sbarthelme bedo AbnerCYH nojhan bamberg kgajos raiyar deysandeep petrposik dbgrant nmdang alfirk brianmc jung_dalglish dquercia blueskies Repton quianominorleo jaonary LDA and dimension reduction techniques CMU-HCII Blog_and_Wiki_Research automatic_summarization ReadingLab ur-cls ASR EvolutionaryComputation Metaheuristics Optimization CSBBGraphTheory
	The Paradox of Choice: Why More Is Less [My Copy] (01 January 2005) by Barry Schwartz posted to psychology dimension-reduction by abellogin on 2009-10-12 10:52:25 as along with 6 people and 4 groups imrchen lucybuykx scholz riadlem tystl aku8000 CSCW Sociology Ubicomp MASSS
	Sparse partial least squares for on-line variable selection in multivariate data streams [My Copy] (8 Feb 2009) by Brian Mcwilliams, Giovanni Montana posted to svd sparsity pca dimension-reduction convex-optimization by abellogin on 2009-10-04 23:51:35 as along with 1 person dah
	Sparse principal component analysis via regularized low rank matrix approximation [My Copy] Journal of Multivariate Analysis, Vol. 99, No. 6. (July 2008), pp. 1015-1034. by H. Shen, J. Huang posted to svd sparsity pca matrix-approximation lasso journal dimension-reduction by abellogin on 2009-10-04 23:24:37 as
	Testing significance of features by lassoed principal components [My Copy] Annals of Applied Statistics, Vol. 2, No. 3. (2008), pp. 986-1012. by D. M. Witten, R. Tibshirani posted to sparsity pca lasso internship-09 feature-selection dimension-reduction code by abellogin on 2009-09-01 18:16:21 as
	Canonical Correlation Analysis: An Overview with Application to Learning Methods [My Copy] Neural Comput., Vol. 16, No. 12. (December 2004), pp. 2639-2664. by David R. Hardoon, Sandor R. Szedmak, John R. Shawe taylor posted to journal internship-09 dimension-reduction canonical-correlation-analysis by abellogin on 2009-08-25 19:32:55 as along with 4 people mdobrink markstoehr daniel51 zzb3886
	Semi-supervised dimensionality reduction using pairwise equivalence constraints [My Copy] In International Conference on Computer Vision Theory and Applications (February 2008), pp. 489-496. by Hakan Cevikalp, Jakob Verbeek, Frédéric Jurie, Alexander Kläser posted to supervised-projection dimension-reduction by abellogin on 2009-08-25 12:38:15 as
	Sparse and low-rank matrix decompositions [My Copy] In IFAC Symposium on System Identification (2009) by V. Chandrasekaran, S. Sanghavi, P. Parrilo, A. Willsky posted to svd sparsity pca dimension-reduction by abellogin on 2009-08-21 15:11:23 as
	Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Matrices [My Copy] CoRR, Vol. abs/0905.0233 (2009) by John Wright, Arvind Ganesh, Shankar Rao, Yi Ma posted to svd sparsity pca internship-09 dimension-reduction by abellogin on 2009-08-20 16:06:42 as
	Probabilistic Linear Discriminant Analysis [My Copy] Computer Vision – ECCV 2006 In Computer Vision – ECCV 2006 (2006), pp. 531-542. by Sergey Ioffe posted to probability-model pca lda dimension-reduction definition clustering by abellogin on 2009-08-20 11:35:15 as
	Latent dirichlet allocation [My Copy] J. Mach. Learn. Res., Vol. 3 (2003), pp. 993-1022. by David M. Blei, Andrew Y. Ng, Michael I. Jordan posted to plsa vector-space-model text-classification smoothing lsi lda ir dimension-reduction collaborative-filtering clustering by abellogin on 2009-08-19 23:14:47 as along with 14 people and 1 group eddymier psj ChenxingYang WanderingAengus bsilverthorn weiweiguo galyardt briordan ldietz Phanix leinine whym lillejul adamsi L3S
	Sparse probabilistic projections [My Copy] In NIPS (2008), pp. 73-80. by Cédric Archambeau, Francis Bach edited by Daphne Koller, Dale Schuurmans, Yoshua Bengio, et al.Léon Bottou, Daphne Koller, Dale Schuurmans, Yoshua Bengio, Léon Bottou posted to sparsity probability-model pca internship-09 dimension-reduction by abellogin on 2009-08-19 10:52:51 as
	FEDRA: A Fast and Efficient Dimensionality Reduction Algorithm [My Copy] In SDM (2009), pp. 509-520. by Panagis Magdalinos, Christos Doulkeridis, Michalis Vazirgiannis posted to dimension-reduction by abellogin on 2009-08-14 17:34:01 as
	What is principal component analysis? [My Copy] Nature Biotechnology, Vol. 26, No. 3. (01 March 2008), pp. 303-304. by Markus Ringnér posted to svd pca journal dimension-reduction definition clustering classifier by abellogin on 2009-08-12 19:45:19 as along with 70 people and 3 groups krapnik singhsh Jporci tnhh ruvido ucbcjbm daforerog Diego_Prada nguizard thegoose2 arsyed Zephyrus flips svozil VGreiff kaniko ssgong Yanno guhjy operon barry baaic dullhunk Bevan_Weir zeji gareth massivemayhem zwang GustavoLacerda GeeSharpMinor bmaust zambujo mingzhi starz1010101 maralena wchannels sunhwan jennifermbui kdelavega zhouyu rsantana sobolevnrm fryanpan kengg rvosa dekay23 adacier hpaces waghsk rchauhan pavanghatty kristgy jfr bibay2004 xingxu quianominorleo craigwilson06 ashko markusd dayjm dimka i-stevenson chrissp100 tharris ale mjoach HugoMarcelo jdiezperezj rrbarb Nici baker-group FAB-lab Bioinformatics
	Collaborative Filtering with LSI: Experiments with Cranfield [My Copy] (1998) by Ian M. Soboroff, Ian M. Soboroff posted to vector-space-model recommender lsi evaluation dimension-reduction content-based collaborative-filtering by abellogin on 2009-08-12 16:51:00 as
	Sparse Principal Component Analysis [My Copy] (2004) by H. Zou, T. Hastie, R. Tibshirani posted to svd sparsity pca lasso internship-09 em-algorithm dimension-reduction by abellogin on 2009-08-12 11:23:05 as
	Sparse Principal Component Analysis [My Copy] Journal of Computational and Graphical Statistics, Vol. 15, No. 2. (2006), pp. 265-286. by Hui Zou, Trevor Hastie, Robert Tibshirani posted to svd sparsity pca lasso journal internship-09 dimension-reduction by abellogin on 2009-08-12 11:15:27 as
	Multi-label informed latent semantic indexing [My Copy] In SIGIR '05: Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval (2005), pp. 258-265. by Kai Yu, Shipeng Yu, Volker Tresp posted to supervised-projection sigir pca lsi internship-09 em-algorithm dimension-reduction by abellogin on 2009-08-12 11:02:17 as along with 3 people and 1 group pprett cnjieyang egibaja Multilabel Classification
	A Framework for Robust Subspace Learning [My Copy] International Journal of Computer Vision, Vol. 54 (2003) by Fernando De La Torre, Michael J. Black posted to dimension-reduction by abellogin on 2009-08-11 12:41:40 as
	Collaborative Filtering: A Machine Learning Perspective [My Copy] (2004) by Benjamin Marlin posted to neighborhood thesis svd probability-model plsa pca naive-bayes machine-learning evaluation dimension-reduction collaborative-filtering clustering by abellogin on 2009-08-11 12:40:45 as
	Supervised probabilistic principal component analysis [My Copy] In the 12th ACM SIGKDD international conference (2006), pp. 464-473. by Shipeng Yu, Kai Yu, Volker Tresp, Hans-Peter Kriegel, Mingrui Wu posted to uncertainty survey supervised-projection probabilistic-model pca internship-09 em-algorithm dimension-reduction by abellogin on 2009-08-09 18:44:42 as along with 1 person bcao
	A Survey of Attack-Resistant Collaborative Filtering Algorithms [My Copy] IEEE Data Eng. Bull., Vol. 31, No. 2. (2008), pp. 14-22. by Bhaskar Mehta, Thomas Hofmann posted to adversarial collaborative-filtering dimension-reduction evaluation journal lsi pca probability survey svd by abellogin on 2009-07-28 17:00:12 as
	Latent semantic models for collaborative filtering [My Copy] ACM Trans. Inf. Syst., Vol. 22, No. 1. (January 2004), pp. 89-115. by Thomas Hofmann posted to svd probability-model plsa lsi journal ir internship-09 em-algorithm dimension-reduction collaborative-filtering clustering by abellogin on 2008-11-05 14:11:21 as along with 20 people and 5 groups akshayk clickstone briordan zhaomin jamborta mdreid eastkim accessrajesh sergiolopez pprett ldietz horeis sids anon_pl macle ocelma ransombriggs imrchen zhangl adamsi Statistical Machine Learning Adaptive-Web CompIntelligentSystems MTG oktave-labs
	Query expansion and dimensionality reduction: Notions of optimality in Rocchio relevance feedback and latent semantic indexing [My Copy] Information Processing & Management In Evaluation of Interactive Information Retrieval Systems, Vol. 44, No. 1. (January 2008), pp. 163-180. by Miles Efron posted to dimension-reduction lsi query-expansion by abellogin on 2008-11-01 11:27:20 as along with 1 person briordan
	Application of dimensionality reduction in recommender systems–a case study [My Copy] In In ACM WebKDD Workshop (2000) by Badrul M. Sarwar, George Karypis, Joseph A. Konstan, John T. Riedl posted to collaborative-filtering decision-making dimension-reduction evaluation lsi recommender by abellogin on 2008-10-16 15:43:55 as along with 2 people and 2 groups votis imrchen TKU_CS DB Lab Agent Mining
	Eigentaste: A Constant Time Collaborative Filtering Algorithm [My Copy] Inf. Retr., Vol. 4, No. 2. (2001), pp. 133-151. by Ken Goldberg, Theresa Roeder, Dhruv Gupta, Chris Perkins posted to clustering collaborative-filtering dimension-reduction machine-learning pca recommender by abellogin on 2008-10-16 15:43:05 as along with 1 person zhaomin
	Unsupervised Learning by Probabilistic Latent Semantic Analysis [My Copy] Machine Learning, Vol. V42, No. 1. (1 January 2001), pp. 177-196. by Thomas Hofmann posted to clustering dimension-reduction internship-09 ir journal lsi machine-learning plsa probability-model svd by abellogin on 2008-08-26 22:02:44 as along with 2 people and 1 group yinghua77 ericlindahl DecisionSupportTheory
	Indexing by Latent Semantic Analysis [My Copy] Journal of the American Society of Information Science, Vol. 41, No. 6. (1990), pp. 391-407. by Scott C. Deerwester, Susan T. Dumais, Thomas K. Landauer, George W. Furnas, Richard A. Harshman posted to svd lsi journal ir dimension-reduction definition clustering by abellogin on 2008-04-07 15:06:30 as along with 32 people and 5 groups vegchang yeminjiao dmnapolitano almadana pcchang85 tv jliegl avulanov pprett camster irenas aliku mafwood mortimer derek_farn maripsa pdlug jelsas xxc baaic ldietz unnonouno k12u mthomure Phanix perceptron RafG ehohman rspeer navil hernandezl adamsi UoY-CS-AIG dbk-lab Blog_and_Wiki_Research Wikipedia AI
	Probabilistic latent semantic indexing [My Copy] In SIGIR '99: Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval (1999), pp. 50-57. by Thomas Hofmann posted to definition dimension-reduction internship-09 ir lsi plsa probability-model sigir svd by abellogin on 2007-11-19 12:05:19 as along with 16 people and 4 groups statistic01 codex pprett geomblog jelsas adg creswick bfraser danieltruemper shilad Phanix xiaoyan2006 fwkroon josepe ykuoka ejmeij LanguageModeling ilps GroupLens VT_DLRL

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ir	264
hci	175
interact07	163
recommender	149
collaborative-filtering	124
aggregation	94
language-models	89
uncertainty	78
ontology	73
personalisation	72
evaluation	66
sigir	66
user-model	59
rank-aggregation	58
machine-learning	57
probabilistic-model	53
survey	49
book	49
probability	48
context	47
decision-making	46
query-difficulty	45
tag	44
query-expansion	42
internship-09	41
analysis	40
journal	40
definition	38
relevance-feedback	38
entropy	38
folksonomy	36
ranking	34
uam	32
lsi	31
dimension-reduction	29
ambiguity	29
classifier	28
fuzzy	27
content-based	27
sparsity	27
hybrid-recommender	26
trec	26
relevance	26
clustering	25
ecir	25
pca	25
smoothing	24
explanation	23
preference	23
query-performance	21
clarity	21
cikm	21
svd	19
utility-theory	19
usability	19
dempster-shafer	18
lasso	18
rules	17
thesis	17
genetic-algorithm	17
distribution-estimation	17
vector-space-model	16
bayesian-network-models	16
psychology	16
adversarial	16
supervised-projection	15
not-found	15
probability-model	15
plsa	14
graph	14
implicit-feedback	14
evidence	13
ictir	13
user-centered	13
information-theory	12
non-parametric	12
adaptive-system	12
group	12
decision-tree	12
news	12
logic	11
poster	11
score-normalization	11
nlp	11
pagerank	11
clickthrough-history	11
www	11
blind-feedback	10
sqaru	10
svm	10
trust	10
risk	9
kernel-estimator	9
clarity-score	9
maximum-entropy	8
text-classification	8
em-algorithm	8
slides	8
wordnet	8
neighborhood	8
hidden-markov-model	8
context-detection	8
multicriteria	7
petri-nets	7
confidence	7
code	7
markov-chain	6
query-drift	6
spreading-activation	6
term-weighting	6
ndcg	6
risk-minimization	6
naive-bayes	5
convex-optimization	5
timetable-problem	5
e-learning	5
hits	5
lda	5
grammar	5
link-analysis	4
statistical-translation	4
expert	4
query-ambiguity	4
lemur	4
um	4
context-expansion	4
features	4
novelty	4
similarity	4
cluster-language-model	3
query-reweighting	3
probabilistic-indexing	3
constraint-satisfaction	3
vagueness	3
abductive-reasoning	3
jensen-shannon-divergence	3
distributed	3
letor	3
neural-networks	3
time-series	3
ngram	3
cold-start-problem	3
document-classification	3
lattice	3
cross-language	3
grammatical-evolution	3
url	3
google	3
tfidf	3
dfr	3
evidential-reasoning	3
matrix-approximation	3
weighting	2
logistic-regression	2
compression	2
decidability	2
learning-classification	2
terrier	2
video	2
topic-language-model	2
security	2
wikipedia	2
biometrics	2
keyword-based-filtering	2
dynamic-rank-fusion	2
parts-of-speech	2
lsa	2
condorcet	2
random-walk	2
attribute-grammar	2
string-matching	2
noise	2
portfolio-theory	2
demspter-shafer	2
feature-selection	2
ties	2
rup	2
economy	2
image-retrieval	2
rim3	2
ncd	2
robustness-score	2
software-engineering	2
preference-expansion	2
authoring	1
serendipity	1
netflix	1
spam	1
speech-recognition	1
query-history	1
dsl	1
dependence-graph	1
privacy	1
corrupted-data	1
non-coordination-level-ranking-problem	1
preprocessing	1
text-searching	1
weka	1
lucene	1
diversity	1
fingerprint	1
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project	1
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tv	1
dialogue-based	1
physics	1
map-reduce	1
for:dvallet	1
bigram	1
reputation	1
christiansen-grammar	1
outlier	1
levenshtein-measure	1
federation	1
maven	1
argumentation	1
deep-web	1
cbir	1
agrep	1
stability	1
katz-smoothing	1
blog	1
demographic-based	1
iterative	1
length-normalization	1
sigmoid	1
taste	1
memetic-algorithm	1
olap	1
mds	1
double-sigmoid	1
bootstrapping	1
jaccard-index	1
matrix-perturbation-theory	1
crawling	1
peer-to-peer	1
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abellogin's dimension-reduction [29 articles] Export

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