Search results for "TF-IDF"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
122	Martin Klein 0001, Michael L. Nelson	A comparison of techniques for estimating IDF values to generate lexical signatures for the web.	WIDM	2008	DBLP DOI BibTeX RDF	lexical signature, inverse document frequency
99	Arjen P. de Vries, Thomas Rölleke	Relevance information: a loss of entropy but a gain for IDF?	SIGIR	2005	DBLP DOI BibTeX RDF	binary independent retrieval model, probability of relevance, information retrieval, relevance feedback, inverse document frequency
96	Thomas Roelleke, Jun Wang 0032	TF-IDF uncovered: a study of theories and probabilities.	SIGIR	2008	DBLP DOI BibTeX RDF	TF-IDF interpretations, derivative of logarithm, document-query-independence, integral, probability theory
89	Masaru Ohba, Katsuhiko Gondow	Toward mining "concept keywords" from identifiers in large software projects.	ACM SIGSOFT Softw. Eng. Notes	2005	DBLP DOI BibTeX RDF	TF/IDF, concept keywords, program understanding, identifiers
89	Masaru Ohba, Katsuhiko Gondow	Toward mining "concept keywords" from identifiers in large software projects.	MSR	2005	DBLP DOI BibTeX RDF	TF/IDF, concept keywords, program understanding, identifiers
88	Ho Chung Wu, Robert Wing Pong Luk, Kam-Fai Wong, Kui-Lam Kwok	Interpreting TF-IDF term weights as making relevance decisions.	ACM Trans. Inf. Syst.	2008	DBLP DOI BibTeX RDF	relevance decision, Information retrieval, term weight
74	George Forman	BNS feature scaling: an improved representation over tf-idf for svm text classification.	CIKM	2008	DBLP DOI BibTeX RDF	tf*idf text representation, machine learning, support vector machine, feature selection, text classification, feature weighting
69	Donald Metzler	Generalized inverse document frequency.	CIKM	2008	DBLP DOI BibTeX RDF	estimation, formal models, inverse document frequency
65	Xin Fu, Miao Chen	Exploring the Stability of IDF Term Weighting.	AIRS	2008	DBLP DOI BibTeX RDF	feature oriented samples, stability, random samples, term weighting, inverse document frequency, term frequency
62	Kazunari Sugiyama, Kenji Hatano, Masatoshi Yoshikawa, Shunsuke Uemura	Refinement of TF-IDF schemes for web pages using their hyperlinked neighboring pages.	Hypertext	2003	DBLP DOI BibTeX RDF	TF-IDF scheme, information retrieval, WWW, hyperlink
55	Mark D. Smucker, James Allan	Lightening the load of document smoothing for better language modeling retrieval.	SIGIR	2006	DBLP DOI BibTeX RDF	document smoothing, language modeling, inverse document frequency, IDF
53	Claire Fautsch, Jacques Savoy	Adapting the tf idf vector-space model to domain specific information retrieval.	SAC	2010	DBLP DOI BibTeX RDF	term specificity, vector-space model, domain specific
53	Charles Elkan	Deriving TF-IDF as a Fisher Kernel.	SPIRE	2005	DBLP DOI BibTeX RDF
51	Lillian Lee	IDF revisited: a simple new derivation within the Robertson-Spärck Jones probabilistic model.	SIGIR	2007	DBLP DOI BibTeX RDF	probabilistic model, term weighting, inverse document frequency, IDF
46	Martin Klein 0001, Michael L. Nelson	Correlation of Term Count and Document Frequency for Google N-Grams.	ECIR	2009	DBLP DOI BibTeX RDF
46	Lawrence Teo, Yuliang Zheng 0001, Gail-Joon Ahn	Intrusion Detection Force: An Infrastructure for Internet-Scale Intrusion Detection.	IWIA	2003	DBLP DOI BibTeX RDF	Intrusion Detection Force, Internet Scale, Fault Tolerance, Intrusion Detection, Information Sharing, Recovery, Survivability, Infrastructure
44	Seunghwa Lee, Minchul Jung, Eunseok Lee 0001	A Novel Web Page Analysis Method for Efficient Reasoning of User Preference.	APCHI	2008	DBLP DOI BibTeX RDF	Recommendation system, User profile, User preference, TF-IDF
43	Thomas Rölleke	A frequency-based and a poisson-based definition of the probability of being informative.	SIGIR	2003	DBLP DOI BibTeX RDF	independence assumption, inverse document frequency (idf), information theory, poisson distribution, probabilistic information retrieval
43	Carl L. Sable, Vasileios Hatzivassiloglou	Text-based approaches for non-topical image categorization.	Int. J. Digit. Libr.	2000	DBLP DOI BibTeX RDF	High-level image features, Text similarity features, Probabilistic TF*IDF, Evaluation in the presence of uncertainty, Image categorization
42	Cagkan Erbas, Simon Polstra, Andy D. Pimentel	IDF Models for Trace Transformations: A Case Study in Computational Refinement.	SAMOS	2004	DBLP DOI BibTeX RDF
37	Vincent Claveau	Vectorisation, Okapi et calcul de similarité pour le TAL : pour oublier enfin le TF-IDF (Vectorization, Okapi and Computing Similarity for NLP : Say Goodbye to TF-IDF) [in French].	JEP-TALN-RECITAL	2012	DBLP BibTeX RDF
34	Rayner Alfred	Discovering Knowledge from Multi-relational Data Based on Information Retrieval Theory.	ADMA	2009	DBLP DOI BibTeX RDF	Clustering, Information Retrieval, Knowledge Discovery, Vector Space Model, Data Summarization
34	Hung Chim, Xiaotie Deng	Efficient Phrase-Based Document Similarity for Clustering.	IEEE Trans. Knowl. Data Eng.	2008	DBLP DOI BibTeX RDF
34	Jinzhu Hu, Jiangbo Shu, Yuying Huang	Text Feature Extraction Based on the Extension of Topic Words and Fuzzy Set.	CSSE (1)	2008	DBLP DOI BibTeX RDF
34	Deholo Nali, Paul C. van Oorschot	CROO: A Universal Infrastructure and Protocol to Detect Identity Fraud.	ESORICS	2008	DBLP DOI BibTeX RDF
34	Gabriel Murray, Steve Renals	Term-Weighting for Summarization of Multi-party Spoken Dialogues.	MLMI	2007	DBLP DOI BibTeX RDF
34	Thomas Rölleke, Jun Wang 0032	A parallel derivation of probabilistic information retrieval models.	SIGIR	2006	DBLP DOI BibTeX RDF	binary retrieval model, language modelling, Poisson
34	Minoru Uehara, Nobuyoshi Sato, Yoshifumi Sakai	Adaptive Calculation of Scores for Fresh Information Retrieval.	ICPADS (1)	2005	DBLP DOI BibTeX RDF	fresh information retrieval, ranking, distributed search engine
34	Minoru Uehara, Nobuyoshi Sato, Yoshifumi Sakai	Adaptive Scoring Method based on Freshness for Fresh Information Retrieval.	WIRI	2005	DBLP DOI BibTeX RDF
34	Xue Dejun, Maosong Sun	Chinese Text Categorization Based on the Binary Weighting Model with Non-binary Smoothing.	ECIR	2003	DBLP DOI BibTeX RDF
34	Thomas Rölleke, Mounia Lalmas, Gabriella Kazai, Ian Ruthven, Stefan Quicker	The Accessibility Dimension for Structured Document Retrieval.	ECIR	2002	DBLP DOI BibTeX RDF
34	Djoerd Hiemstra	A Linguistically Motivated Probabilistic Model of Information Retrieval.	ECDL	1998	DBLP DOI BibTeX RDF	Information Retrieval Theory, Statistical Information Retrieval, Statistical Natural Language Processing
33	Hidenao Abe, Shusaku Tsumoto	Detecting Temporal Trends of Technical Phrases by Using Importance Indices and Linear Regression.	ISMIS	2009	DBLP DOI BibTeX RDF	Text Mining, Linear Regression, TF-IDF, Trend Detection, Jaccard Coefficient
33	Hidenao Abe, Shusaku Tsumoto	Detecting Temporal Patterns of Importance Indices about Technical Phrases.	KES (2)	2009	DBLP DOI BibTeX RDF	Text Mining, Linear Regression, TF-IDF, Trend Detection, Jaccard Coefficient
33	Qinglin Guo	The Similarity Computing of Documents Based on VSM.	NBiS	2008	DBLP DOI BibTeX RDF	feature selection, documents similarity, TF-IDF, VSM
33	Qinglin Guo	The Similarity Computing of Documents Based on VSM.	COMPSAC	2008	DBLP DOI BibTeX RDF	feature selection, documents similarity, TF-IDF, VSM
33	Yue Zhang 0002, Jason I. Hong, Lorrie Faith Cranor	Cantina: a content-based approach to detecting phishing web sites.	WWW	2007	DBLP DOI BibTeX RDF	toolbar, evaluation, phishing, TF-IDF, anti-phishing
33	Rung Ching Chen, Su-Ping Chen	An Intrusion Detection Based on Support Vector Machines with a Voting Weight Schema.	IEA/AIE	2007	DBLP DOI BibTeX RDF	Support Vector Machine, Entropy, Intrusion Detection System, TF-IDF
32	Pierre Tirilly, Vincent Claveau, Patrick Gros	Distances and weighting schemes for bag of visual words image retrieval.	Multimedia Information Retrieval	2010	DBLP DOI BibTeX RDF	divergence from randomness, fractional distance, minkowski distance, tf*idf, image retrieval, text retrieval, weighting schemes, bags of visual words
32	Marios Hadjieleftheriou, Nick Koudas, Divesh Srivastava	Incremental maintenance of length normalized indexes for approximate string matching.	SIGMOD Conference	2009	DBLP DOI BibTeX RDF	string indexing, updates, inverted index, length normalization, idf
32	David Ortega-Pacheco, Hiram Calvo	Automatic Polyphonic Music Composition Using the EMILE and ABL Grammar Inductors.	CIARP	2008	DBLP DOI BibTeX RDF	Automatic Music Composition, EMILE Grammar Inductor, ABL Grammar Inductor, M-Grams, TF.IDF weighting, Grammar Induction
32	Hui Fang 0001, Tao Tao, ChengXiang Zhai	A formal study of information retrieval heuristics.	SIGIR	2004	DBLP DOI BibTeX RDF	TF-IDF weighting, constraints, formal models, retrieval heuristics
32	Gianni Amati, C. J. van Rijsbergen	Probabilistic models of information retrieval based on measuring the divergence from randomness.	ACM Trans. Inf. Syst.	2002	DBLP DOI BibTeX RDF	Aftereffect model, BM25, Bose-Einstein statistics, Laplace, binomial law, document length normalization, succession law, term frequency normalization, information retrieval, randomness, probabilistic models, term weighting, eliteness, Poisson, idf
30	Muath Alzghool, Diana Zaiu Inkpen	Clustering the topics using TF-IDF for model fusion.	PIKM	2008	DBLP DOI BibTeX RDF	model fusion, searching spontaneous speech transcriptions
30	Sandeep Tata, Jignesh M. Patel	Estimating the selectivity of tf-idf based cosine similarity predicates.	SIGMOD Rec.	2007	DBLP DOI BibTeX RDF
30	Sandeep Tata, Jignesh M. Patel	Estimating the selectivity of tf-idf based cosine similarity predicates.	SIGMOD Rec.	2007	DBLP DOI BibTeX RDF
30	Nobuyoshi Sato, Minoru Uehara, Yoshifumi Sakai	The Evaluations of FTF-IDF Scoring for Fresh Information Retrieval.	AINA	2005	DBLP DOI BibTeX RDF
23	Wouter IJntema, Frank Goossen, Flavius Frasincar, Frederik Hogenboom	Ontology-based news recommendation.	EDBT/ICDT Workshops	2010	DBLP DOI BibTeX RDF	ontology, recommender systems, user profiling
23	Aviv Segev, Eran Toch	Context-Based Matching and Ranking of Web Services for Composition.	IEEE Trans. Serv. Comput.	2009	DBLP DOI BibTeX RDF
23	István Bíró, Jácint Szabó	Latent Dirichlet Allocation for Automatic Document Categorization.	ECML/PKDD (2)	2009	DBLP DOI BibTeX RDF
23	Yubao Liu, Jiarong Cai, Jian Yin 0001, Ada Wai-Chee Fu	Clustering Text Data Streams.	J. Comput. Sci. Technol.	2008	DBLP DOI BibTeX RDF	text data streams, data mining, clustering, database applications
23	Paige H. Adams, Craig H. Martell	Topic Detection and Extraction in Chat.	ICSC	2008	DBLP DOI BibTeX RDF	thread extraction, vector space model, chat, topic detection
23	Yllias Chali, Shafiq R. Joty	Exploiting Syntactic and Shallow Semantic Kernels to Improve Random Walks for Complex Question Answering.	ICTAI (2)	2008	DBLP DOI BibTeX RDF
23	Ji He	Improving feature representation of natural language gene functional annotations using automatic term expansion.	CIBCB	2008	DBLP DOI BibTeX RDF
23	Sowmya Gopinath, Ninad Thakoor, Jean Gao, Kate Luby-Phelps	A Statistical Approach for Intensity Loss Compensation of Confocal Microscopy Images.	ICIP (6)	2007	DBLP DOI BibTeX RDF
23	Shinichi Nagano, Masumi Inaba, Yumiko Mizoguchi, Takahiro Kawamura	Associated Topic Extraction for Consumer Generated Media Analysis.	SOCASE	2007	DBLP DOI BibTeX RDF
23	Jingyang Li, Maosong Sun	Exploiting Category Information and Document Information to Improve Term Weighting for Text Categorization.	CICLing	2007	DBLP DOI BibTeX RDF
23	Lin Zhu 0001, Jihong Guan, Shuigeng Zhou	CWC: A Clustering-Based Feature Weighting Approach for Text Classification.	MDAI	2007	DBLP DOI BibTeX RDF	clustering, Text classification, feature weighting, KNN
23	Tobias Gass, Adrien Depeursinge, Antoine Geissbühler, Henning Müller	Learning a Frequency-Based Weighting for Medical Image Classification.	MIMI	2007	DBLP DOI BibTeX RDF
23	Xirong Li 0001, Dong Wang 0022, Jianmin Li 0001, Bo Zhang 0010	Video search in concept subspace: a text-like paradigm.	CIVR	2007	DBLP DOI BibTeX RDF	concept subspace, query concept mapping, video search
23	Shlomo Geva	GPX - Gardens Point XML IR at INEX 2006.	INEX	2006	DBLP DOI BibTeX RDF	XML IR Information Retrieval, GPX, INEX Evaluation
23	Arzucan Özgür, Tunga Güngör	Classification of Skewed and Homogenous Document Corpora with Class-Based and Corpus-Based Keywords.	KI	2006	DBLP DOI BibTeX RDF
23	Milos Radovanovic, Mirjana Ivanovic	Interactions Between Document Representation and Feature Selection in Text Categorization.	DEXA	2006	DBLP DOI BibTeX RDF
23	Su Ming Koh, Liang-Tien Chia	Web Image Clustering with Reduced Keywords and Weighted Bipartite Spectral Graph Partitioning.	PCM	2006	DBLP DOI BibTeX RDF	Spectral Graph Partitioning, term frequency-inverse document frequency, Image Clustering, Image Clustering, Search Result Organization
23	Matthew Chang, Chung Keung Poon	Catching the Picospams.	ISMIS	2005	DBLP DOI BibTeX RDF
23	Arzucan Özgür, Levent Özgür, Tunga Güngör	Text Categorization with Class-Based and Corpus-Based Keyword Selection.	ISCIS	2005	DBLP DOI BibTeX RDF	keyword selection, Reuters-21578, SVM, text categorization
23	Hiroaki Okamoto, Takashi Kobayashi 0001, Haruo Yokota	Presentation Retrieval Method Considering the Scope of Targets and Outputs.	WIRI	2005	DBLP DOI BibTeX RDF
23	Jason D. M. Rennie, Tommi S. Jaakkola	Using term informativeness for named entity detection.	SIGIR	2005	DBLP DOI BibTeX RDF	term frequency distribution, mixture models, inverse document frequency, named entity extraction
23	Ayu Purwarianti, Masatoshi Tsuchiya, Seiichi Nakagawa	Query Transitive Translation Using IR Score for Indonesian-Japanese CLIR.	AIRS	2005	DBLP DOI BibTeX RDF
23	Katharina Morik, Hanna Köpcke	Analysing Customer Churn in Insurance Data - A Case Study.	PKDD	2004	DBLP DOI BibTeX RDF	preprocessing for KDD, insurance data analysis, time-stamped data, customer relationship management
23	Qianli Jin, Jun Zhao 0001, Bo Xu 0002	Window-Based Method for Information Retrieval.	IJCNLP	2004	DBLP DOI BibTeX RDF	Window-based Method, Information Retrieval, Named Entity
23	Yoshinori Hijikata	Implicit user profiling for on demand relevance feedback.	IUI	2004	DBLP DOI BibTeX RDF	keyword selection, relevance feedback, mouse
23	Atelach Alemu Argaw, Lars Asker, Rickard Cöster, Jussi Karlgren	Dictionary-Based Amharic - English Information Retrieval.	CLEF	2004	DBLP DOI BibTeX RDF
23	Seung-Shik Kang	Term-Specific Language Modeling Approach to Text Categorization.	ICCSA (4)	2004	DBLP DOI BibTeX RDF
23	Zhi-Hong Deng, Shiwei Tang, Dongqing Yang, Ming Zhang 0004, Liyu Li, Kunqing Xie	A Comparative Study on Feature Weight in Text Categorization.	APWeb	2004	DBLP DOI BibTeX RDF
23	Jean Martinet, Iadh Ounis, Yves Chiaramella, Philippe Mulhem	A Weighting Scheme for Star-Graphs.	ECIR	2003	DBLP DOI BibTeX RDF
23	Taeho Jo 0001	Neural Based Approach to Keyword Extraction from Documents.	ICCSA (1)	2003	DBLP DOI BibTeX RDF
23	Kazunari Sugiyama, Kenji Hatano, Masatoshi Yoshikawa, Shunsuke Uemura	A Method of Improving Feature Vector for Web Pages Reflecting the Contents of Their Out-Linked Pages.	DEXA	2002	DBLP DOI BibTeX RDF
23	Joel Larocca Neto, Alexandre Denes Santos, Celso A. A. Kaestner, Alex Alves Freitas	Generating Text Summaries through the Relative Importance of Topics.	IBERAMIA-SBIA	2000	DBLP DOI BibTeX RDF
23	Dik Lun Lee, Wai Yee Peter Wong	Partial Document Ranking by Heuristic Methods.	ICCI	1991	DBLP DOI BibTeX RDF
23	K. L. Kwok	Experiments with a Component Theory of Probabilistic Information Retrieval Based on Single Terms as Document Components.	ACM Trans. Inf. Syst.	1990	DBLP DOI BibTeX RDF	document-focused and query-focused relevance feedback, inverse collection term frequency weighting, inverse document frequency weighting, probabilistic indexing, ranking and weighting of composite objects, probabilistic retrieval, indexing and retrieval
21	Wenxian Wang, Xingshu Chen, Yongbin Zou, Haizhou Wang, Zongkun Dai	A Focused Crawler Based on Naive Bayes Classifier.	IITSI	2010	DBLP DOI BibTeX RDF	Classifier, Naive Bayes, TF-IDF, Focused Crawler
21	Xinming Hu, Huosong Xia	Automated Assessment System for Subjective Questions Based on LSI.	IITSI	2010	DBLP DOI BibTeX RDF	subjective question, unit vector, Ontology, Latent Semantic Indexing, TF-IDF
21	Sungjick Lee, Han-Joon Kim	News Keyword Extraction for Topic Tracking.	NCM (2)	2008	DBLP DOI BibTeX RDF	Information Retrieval, Text Mining, keyword Extraction, TF-IDF
21	Masahiro Terachi, Ryosuke Saga, Zhongqi Sheng, Hiroshi Tsuji	Visualized Technique for Trend Analysis of News Articles.	IEA/AIE	2008	DBLP DOI BibTeX RDF	Co-occurrence Graph, Text Mining, Visualized Technique, Trend Analysis, TF-IDF
21	Jane Huffman Hayes, Alex Dekhtyar, Senthil Karthikeyan Sundaram	Advancing Candidate Link Generation for Requirements Tracing: The Study of Methods.	IEEE Trans. Software Eng.	2006	DBLP DOI BibTeX RDF	dynamic link generation, Verification and Validation (V&V), Independent Validation and Verification (IV&V), information retrieval, precision, recall, LSI, TF-IDF, Requirements tracing
21	Jukka Perkiö, Wray L. Buntine, Henry Tirri	A temporally adaptive content-based relevance ranking algorithm.	SIGIR	2005	DBLP DOI BibTeX RDF	MPCA, relvance ranking, temporal adaptation, topic model, tf-idf
20	Vladimír Bartík	Text-Based Web Page Classification with Use of Visual Information.	ASONAM	2010	DBLP DOI BibTeX RDF	TF-IDF weight, visual blocks, text classification, web page classification, term weights, visual information
20	Hui Fang 0001, ChengXiang Zhai	An exploration of axiomatic approaches to information retrieval.	SIGIR	2005	DBLP DOI BibTeX RDF	TF-IDF weighting, asxiomatic model, constraints, formal models, retrieval heuristics
20	ChengXiang Zhai, John D. Lafferty	A study of smoothing methods for language models applied to information retrieval.	ACM Trans. Inf. Syst.	2004	DBLP DOI BibTeX RDF	Dirichlet prior smoothing, Jelinek-Mercer smoothing, TF-IDF weighting, absolute discounting smoothing, backoff smoothing, interpolation smoothing, two-stage smoothing, EM algorithm, term weighting, Statistical language models, leave-one-out, risk minimization
20	Yong-Bae Lee, Sung-Hyon Myaeng	Text genre classification with genre-revealing and subject-revealing features.	SIGIR	2002	DBLP DOI BibTeX RDF	subject categories, text genre, tf, classification, statistical method, idf
20	Warren R. Greiff, Jay M. Ponte	The maximum entropy approach and probabilistic IR models.	ACM Trans. Inf. Syst.	2000	DBLP DOI BibTeX RDF	idf weighting, binary independence model, combination match, linked dependence, probability ranking principle
19	Tareefa S. Alsumaiti, Khalid Hussein, Dawit T. Ghebreyesus, Pakorn Petchprayoon, Hatim O. Sharif, Waleed Abdalati	Development of Intensity-Duration-Frequency (IDF) Curves over the United Arab Emirates (UAE) Using CHIRPS Satellite-Based Precipitation Products.	Remote. Sens.	2024	DBLP DOI BibTeX RDF
19	Paul Sheridan, Mikael Onsjö	The hypergeometric test performs comparably to TF-IDF on standard text analysis tasks.	Multim. Tools Appl.	2024	DBLP DOI BibTeX RDF
19	Meilin Wang, Yexing Song, Pengxu Wei, Xiaoyu Xian, Yukai Shi, Liang Lin	IDF-CR: Iterative Diffusion Process for Divide-and-Conquer Cloud Removal in Remote-Sensing Images.	IEEE Trans. Geosci. Remote. Sens.	2024	DBLP DOI BibTeX RDF
19	Meilin Wang, Yexing Song, Pengxu Wei, Xiaoyu Xian, Yukai Shi, Liang Lin	IDF-CR: Iterative Diffusion Process for Divide-and-Conquer Cloud Removal in Remote-sensing Images.	CoRR	2024	DBLP DOI BibTeX RDF
19	Qifeng Wan, Xuanhua Xu, Jing Han 0007	A dimensionality reduction method for large-scale group decision-making using TF-IDF feature similarity and information loss entropy.	Appl. Soft Comput.	2024	DBLP DOI BibTeX RDF
19	Christian Y. Sy, Lany L. Maceda, Thelma D. Palaoag, Mideth B. Abisado	Transforming Education Policy: Evaluating UAQTE Program Implementation Through LDA, BoW and TF-IDF Techniques.	ICACT	2024	DBLP DOI BibTeX RDF
19	Gideon Popoola, Khadijat-Kuburat Abdullah, Gerard Shu Fuhnwi, Janet Agbaje	Sentiment Analysis of Financial News Data using TF-IDF and Machine Learning Algorithms.	ICAIC	2024	DBLP DOI BibTeX RDF
19	Wenying Du, Chang Ge 0008, Shuang Yao, Nengcheng Chen, Lei Xu 0032	Applicability Analysis and Ensemble Application of BERT with TF-IDF, TextRank, MMR, and LDA for Topic Classification Based on Flood-Related VGI.	ISPRS Int. J. Geo Inf.	2023	DBLP DOI BibTeX RDF