Search results for "spam filtering"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
3	Haoliang Qi, Muyun Yang, Xiaoning He, Sheng Li	Re-examination on lam% in spam filtering.	SIGIR	2010	DBLP DOI BibTeX RDF	lam, measurement, spam filtering
3	Seongwook Youn, Dennis McLeod	Improved spam filtering by extraction of information from text embedded image e-mail.	SAC	2009	DBLP DOI BibTeX RDF	ontology, feature selection, OCR, spam filtering, e-mail classification
3	Enrico Blanzieri, Anton Bryl	A survey of learning-based techniques of email spam filtering.	Artif. Intell. Rev.	2008	DBLP DOI BibTeX RDF	Machine learning, Spam filtering
3	Jingtao Sun, Qiuyu Zhang, Zhanting Yuan, Wenhan Huang, Xiaowen Yan, Jianshe Dong	Research of Spam Filtering System Based on LSA and SHA.	ISNN	2008	DBLP DOI BibTeX RDF	Secure Hash Algorithm, Mail Characteristic ID, Slipping Windows, Latent Semantic Analysis, Spam Filtering
3	Wuying Liu, Ting Wang	Active Learning for Online Spam Filtering.	AIRS	2008	DBLP DOI BibTeX RDF	Machine Learning, SVM, Active Learning, Ensemble Learning, Spam Filtering
3	Ming-wei Chang, Wen-tau Yih, Christopher Meek	Partitioned logistic regression for spam filtering.	KDD	2008	DBLP DOI BibTeX RDF	email spam filtering, logistic regression, naive bayes
3	D. Sculley, Gabriel Wachman	Relaxed online SVMs for spam filtering.	SIGIR	2007	DBLP DOI BibTeX RDF	splogs, support vector machines, blogs, spam filtering
3	Sarah Jane Delany, Derek G. Bridge	Textual case-based reasoning for spam filtering: a comparison of feature-based and feature-free approaches.	Artif. Intell. Rev.	2006	DBLP DOI BibTeX RDF	Case-base editing, Case-based maintenance, Feature selection, Case-based reasoning, Distance measures, Text compression, Spam filtering
3	Sarah Jane Delany, Padraig Cunningham, Lorcan Coyle	An Assessment of Case-Based Reasoning for Spam Filtering.	Artif. Intell. Rev.	2005	DBLP DOI BibTeX RDF	case base reasoning, spam filtering
3	Le Zhang, Jingbo Zhu, Tianshun Yao	An evaluation of statistical spam filtering techniques.	ACM Trans. Asian Lang. Inf. Process.	2004	DBLP DOI BibTeX RDF	text categorization, Spam filtering
3	Christian Siefkes, Fidelis Assis, Shalendra Chhabra, William S. Yerazunis	Combining Winnow and Orthogonal Sparse Bigrams for Incremental Spam Filtering.	PKDD	2004	DBLP DOI BibTeX RDF	FeatureRepresentation, Bigrams, Orthogonal Sparse Bigrams, Classification, Text Classification, Email, Online Learning, Incremental Learning, Spam Filtering, Feature Generation, Winnow
3	Feng Zhou, Li Zhuang, Ben Y. Zhao, Ling Huang, Anthony D. Joseph, John Kubiatowicz	Approximate Object Location and Spam Filtering on Peer-to-Peer Systems.	Middleware	2003	DBLP DOI BibTeX RDF	DOLR, Tapestry, approximate text matching, Peer-to-peer, spam filtering
2	Tiago A. Almeida, Akebo Yamakami, Jurandy Almeida	Probabilistic anti-spam filtering with dimensionality reduction.	SAC	2010	DBLP DOI BibTeX RDF	anti-spam filtering, naive Bayes anti-spam filter, terms selection technique, dimensionality reduction
2	Mona Mojdeh, Gordon V. Cormack	Semi-supervised spam filtering using aggressive consistency learning.	SIGIR	2010	DBLP DOI BibTeX RDF	classification, filtering, spam, email
2	Wuying Liu, Ting Wang	Multi-field learning for email spam filtering.	SIGIR	2010	DBLP DOI BibTeX RDF	multi-field learning, text feature selection, spam filtering
2	Tiago A. Almeida, Akebo Yamakami, Jurandy Almeida	Filtering spams using the minimum description length principle.	SAC	2010	DBLP DOI BibTeX RDF	anti-spam filtering, machine learning, minimum description length, spam filter
2	Chih-Hung Wu, Chiung-Hui Tsai	Robust classification for spam filtering by back-propagation neural networks using behavior-based features.	Appl. Intell.	2009	DBLP DOI BibTeX RDF	Spam e-mails, Neural networks, Machine learning, Classification, Back-propagation
2	Ola Amayri, Nizar Bouguila	Improved Online Support Vector Machines Spam Filtering Using String Kernels.	CIARP	2009	DBLP DOI BibTeX RDF	Online Active, Support Vector Machines, Spam, String Kernels, Feature Mapping
2	Miklós Erdélyi, András A. Benczúr, Julien Masanès, Dávid Siklósi	Web spam filtering in internet archives.	AIRWeb	2009	DBLP DOI BibTeX RDF	information retrieval, time series analysis, document classification, web archival, web spam
2	Yong Han, Muyun Yang, Haoliang Qi, Xiaoning He, Sheng Li	The Improved Logistic Regression Models for Spam Filtering.	IALP	2009	DBLP DOI BibTeX RDF	improved logistic regression, byte level n-gram, online learning, spam filtering
2	Pattaraporn Klangpraphant, Pattarasinee Bhattarakosol	e-mail authentication system: a spam filtering for smart senders.	Int. Conf. Interaction Sciences	2009	DBLP DOI BibTeX RDF	green mail, malicious e-mails, aspects, spam filtering
2	Jan Göbel, Thorsten Holz, Philipp Trinius	Towards Proactive Spam Filtering (Extended Abstract).	DIMVA	2009	DBLP DOI BibTeX RDF
2	Ola Amayri, Nizar Bouguila	Online spam filtering using support vector machines.	ISCC	2009	DBLP DOI BibTeX RDF
2	Jinlong Wang, Ke Gao, Yang Jiao, Gang Li	Study on Ensemble Classification Methods towards Spam Filtering.	ADMA	2009	DBLP DOI BibTeX RDF	spam email filtering, classification, ensemble
2	Md. Rafiqul Islam, Wanlei Zhou, Morshed U. Chowdhury	MVGL Analyser for Multi-classifier Based Spam Filtering System.	ACIS-ICIS	2009	DBLP DOI BibTeX RDF
2	Aleksander Kolcz, Gordon V. Cormack	Genre-based decomposition of email class noise.	KDD	2009	DBLP DOI BibTeX RDF	class noise, email spam filtering, genre classification
2	Chuanliang Chen, Yunchao Gong, Rongfang Bie, Xiao Zhi Gao	Searching for Interacting Features for Spam Filtering.	ISNN	2008	DBLP DOI BibTeX RDF	Interacting features, Naïve bayes, Feature selection, Spam filtering
2	Tich Phuoc Tran, Pohsiang Tsai, Tony Jan	An adjustable combination of linear regression and modified probabilistic neural network for anti-spam filtering.	ICPR	2008	DBLP DOI BibTeX RDF
2	Chuanliang Chen, Yingjie Tian, Chunhua Zhang	Spam filtering with several novel bayesian classifiers.	ICPR	2008	DBLP DOI BibTeX RDF
2	Taiki Takashita, Tsuyoshi Itokawa, Teruaki Kitasuka, Masayoshi Aritsugi	A Spam Filtering Method Learning from Web Browsing Behavior.	KES	2008	DBLP DOI BibTeX RDF
2	Wuying Liu, Ting Wang	Unimodel-Based Multi-source Portable Spam Filtering.	FSKD	2008	DBLP DOI BibTeX RDF
2	Masayuki Okabe, Seiji Yamada	Interactive Spam Filtering with Active Learning and Feature Selection.	Web Intelligence/IAT Workshops	2008	DBLP DOI BibTeX RDF
2	Mona Mojdeh, Gordon V. Cormack	Semi-supervised spam filtering: does it work?	SIGIR	2008	DBLP DOI BibTeX RDF	self-feedback, semi-supervised learning, spam, transductive learning
2	I. Cid, L. R. Janeiro, José Ramon Méndez, Daniel Glez-Peña, Florentino Fdez-Riverola	The Impact of Noise in Spam Filtering: A Case Study.	ICDM	2008	DBLP DOI BibTeX RDF
2	Elena Zheleva, Aleksander Kolcz, Lise Getoor	Trusting spam reporters: A reporter-based reputation system for email filtering.	ACM Trans. Inf. Syst.	2008	DBLP DOI BibTeX RDF	trust, reputation systems, Spam filtering
2	Slavisa Sarafijanovic, Jean-Yves Le Boudec	Artificial Immune System for Collaborative Spam Filtering.	NICSO	2007	DBLP DOI BibTeX RDF
2	José Ramon Méndez, Florentino Fdez-Riverola, Daniel Glez-Peña, Fernando Díaz, Juan M. Corchado	Relaxing Feature Selection in Spam Filtering by Using Case-Based Reasoning Systems.	EPIA Workshops	2007	DBLP DOI BibTeX RDF
2	Victor Cheng, Chun-hung Li	Combining Supervised and Semi-supervised Classifier for Personalized Spam Filtering.	PAKDD	2007	DBLP DOI BibTeX RDF
2	Liu Zhen, Zhou Ming-Tian	Spam Filtering Issue: FPD Research between False Positive and False Negative.	FSKD	2007	DBLP DOI BibTeX RDF
2	Jimmy McGibney, Dmitri Botvich	Establishing Trust Between Mail Servers to Improve Spam Filtering.	ATC	2007	DBLP DOI BibTeX RDF
2	Khurum Nazir Junejo, Asim Karim	PSSF: A Novel Statistical Approach for Personalized Service-side Spam Filtering.	Web Intelligence	2007	DBLP DOI BibTeX RDF
2	Xin Zhang, Wenyuan Dai, Gui-Rong Xue, Yong Yu	Adaptive Email Spam Filtering Based on Information Theory.	WISE	2007	DBLP DOI BibTeX RDF	email spam, adaptive, information theory
2	José Ramon Méndez, Carlos González, Daniel Glez-Peña, Florentino Fdez-Riverola, Fernando Díaz, Juan M. Corchado	Assessing Classification Accuracy in the Revision Stage of a CBR Spam Filtering System.	ICCBR	2007	DBLP DOI BibTeX RDF
2	Gordon V. Cormack, José María Gómez Hidalgo, Enrique Puertas Sanz	Feature engineering for mobile (SMS) spam filtering.	SIGIR	2007	DBLP DOI BibTeX RDF	mobile spam, SMS, spam filtering, TREC, ROC analysis
2	Md. Rafiqul Islam, Wanlei Zhou	Architecture of Adaptive Spam Filtering Based on Machine Learning Algorithms.	ICA3PP	2007	DBLP DOI BibTeX RDF	NB, Machine learning, SVM, spam, FP
2	Khurum Nazir Junejo, Asim Karim	Automatic Personalized Spam Filtering through Significant Word Modeling.	ICTAI	2007	DBLP DOI BibTeX RDF
2	Grigorios Tzortzis, Aristidis Likas	Deep Belief Networks for Spam Filtering.	ICTAI	2007	DBLP DOI BibTeX RDF
2	Osamu Mizuno, Shiro Ikami, Shuya Nakaichi, Tohru Kikuno	Fault-Prone Filtering: Detection of Fault-Prone Modules Using Spam Filtering Technique.	ESEM	2007	DBLP DOI BibTeX RDF
2	José Ramon Méndez, B. Corzo, Daniel Glez-Peña, Florentino Fernández Riverola, Fernando Díaz	Analyzing the Performance of Spam Filtering Methods When Dimensionality of Input Vector Changes.	MLDM	2007	DBLP DOI BibTeX RDF
2	Gordon V. Cormack, José María Gómez Hidalgo, Enrique Puertas Sanz	Spam filtering for short messages.	CIKM	2007	DBLP DOI BibTeX RDF	classification, filtering, blog, spam, email, sms
2	Md. Rafiqul Islam, Wanlei Zhou, Morshed U. Chowdhury	Dynamic Feature Selection for Spam Filtering Using Support Vector Machine.	ACIS-ICIS	2007	DBLP DOI BibTeX RDF	SVM, Spam, ML, FP, DFS
2	Joseph S. Kong, Behnam Attaran Rezaei, Nima Sarshar, Vwani P. Roychowdhury, P. Oscar Boykin	Collaborative Spam Filtering Using E-Mail Networks.	IEEE Computer	2006	DBLP DOI BibTeX RDF	e-mail networks, spam
2	Victor Cheng, Chun Hung Li	Personalized Spam Filtering with Semi-supervised Classifier Ensemble.	Web Intelligence	2006	DBLP DOI BibTeX RDF
2	José Ramon Méndez, Florentino Fdez-Riverola, Fernando Díaz, Eva Lorenzo Iglesias, Juan M. Corchado	A Comparative Performance Study of Feature Selection Methods for the Anti-spam Filtering Domain.	Industrial Conference on Data Mining	2006	DBLP DOI BibTeX RDF
2	Aleksander Kolcz, Michael Bond, James Sargent	The challenges of service-side personalized spam filtering: scalability and beyond.	Infoscale	2006	DBLP DOI BibTeX RDF
2	Hyun-Jun Kim, Jenu Shrestha, Heung-Nam Kim, GeunSik Jo	User Action Based Adaptive Learning with Weighted Bayesian Classification for Filtering Spam Mail.	Australian Conference on Artificial Intelligence	2006	DBLP DOI BibTeX RDF	Weighted Bayesian, Concept Drift, Adaptive Learning, Spam Filtering
2	Bin Wang, Gareth J. F. Jones, Wenfeng Pan	Using online linear classifiers to filter spam emails.	Pattern Anal. Appl.	2006	DBLP DOI BibTeX RDF	Online linear classifier, Anti-spam filtering, Perceptron, Winnow
2	Raju Shrestha, Yaping Lin	Improved Bayesian Spam Filtering Based on Co-weighted Multi-area Information.	PAKDD	2005	DBLP DOI BibTeX RDF
2	Ching-Tung Wu, Kwang-Ting Cheng, Qiang Zhu, Yi-Leh Wu	Using visual features for anti-spam filtering.	ICIP	2005	DBLP DOI BibTeX RDF
2	José Ramon Méndez, Eva Lorenzo Iglesias, Florentino Fdez-Riverola, Fernando Díaz, Juan M. Corchado	Tokenising, Stemming and Stopword Removal on Anti-spam Filtering Domain.	CAEPIA	2005	DBLP DOI BibTeX RDF
2	Yan Zhou, Madhuri S. Mulekar, Praveen Nerellapalli	Adaptive Spam Filtering Using Dynamic Feature Space.	ICTAI	2005	DBLP DOI BibTeX RDF
2	P. Deepak, Sandeep Parameswaran	Spam Filtering using Spam Mail Communities.	SAINT	2005	DBLP DOI BibTeX RDF
2	Sarah Jane Delany, Padraig Cunningham	An Analysis of Case-Base Editing in a Spam Filtering System.	ECCBR	2004	DBLP DOI BibTeX RDF
2	Ernesto Damiani, Sabrina De Capitani di Vimercati, Stefano Paraboschi, Pierangela Samarati, Andrea Tironi, Luca Zaniboni	Spam attacks: p2p to the rescue.	WWW (Alternate Track Papers & Posters)	2004	DBLP DOI BibTeX RDF	reputation, spam filtering, structured P2P
2	Tom Fawcett	"In vivo" spam filtering: a challenge problem for KDD.	SIGKDD Explorations	2003	DBLP DOI BibTeX RDF	challenge problems, class skew, data streams, text classification, spam, cost-sensitive learning, concept drift, imbalanced data
1	Rasim M. Alguliev, Saadat A. Nazirova	Two Approaches on Implementation of CBR and CRM Technologies to the Spam Filtering Problem.	J. Information Security	2012	DBLP DOI BibTeX RDF
1	Igor Santos, Carlos Laorden, Borja Sanz, Pablo Garcia Bringas	Enhanced Topic-based Vector Space Model for semantics-aware spam filtering.	Expert Syst. Appl.	2012	DBLP DOI BibTeX RDF
1	Sarah Jane Delany, Mark Buckley, Derek G. Greene	SMS spam filtering: Methods and data.	Expert Syst. Appl.	2012	DBLP DOI BibTeX RDF
1	Marian Grendár, Jana Skutová, Vladimir Spitalský	Spam filtering by quantitative profiles	CoRR	2012	DBLP BibTeX RDF
1	Godwin Caruana, Maozhen Li	A survey of emerging approaches to spam filtering.	ACM Comput. Surv.	2012	DBLP DOI BibTeX RDF
1	Carlos Laorden, Xabier Ugarte-Pedrero, Igor Santos, Borja Sanz, Javier Nieves, Pablo Garcia Bringas	On the study of anomaly-based spam filtering using spam as representation of normality.	CCNC	2012	DBLP DOI BibTeX RDF
1	Tiago A. Almeida, Jurandy Almeida, Akebo Yamakami	Spam filtering: how the dimensionality reduction affects the accuracy of Naive Bayes classifiers.	J. Internet Services and Applications	2011	DBLP DOI BibTeX RDF
1	Y. Zhu, Y. Tan	A Local-Concentration-Based Feature Extraction Approach for Spam Filtering.	IEEE Transactions on Information Forensics and Security	2011	DBLP DOI BibTeX RDF
1	Yongqin Qiu, Yan Xu, Dan Li	Application of Linear Classifier on Chinese Spam Filtering.	JSW	2011	DBLP DOI BibTeX RDF
1	Jieming Yang, Yuanning Liu, Zhen Liu, Xiaodong Zhu, Xiaoxu Zhang	A new feature selection algorithm based on binomial hypothesis testing for spam filtering.	Knowl.-Based Syst.	2011	DBLP DOI BibTeX RDF
1	Gordon V. Cormack, Mark D. Smucker, Charles L. A. Clarke	Efficient and effective spam filtering and re-ranking for large web datasets.	Inf. Retr.	2011	DBLP DOI BibTeX RDF
1	Antonio da Luz Jr., Eduardo Valle, Arnaldo de Albuquerque Araújo	Content-Based Spam Filtering on Video Sharing Social Networks	CoRR	2011	DBLP BibTeX RDF
1	Manas A. Pathak, Mehrbod Sharifi, Bhiksha Raj	Privacy Preserving Spam Filtering	CoRR	2011	DBLP BibTeX RDF
1	Saadat Nazirova	Survey on Spam Filtering Techniques.	Communications and Network	2011	DBLP DOI BibTeX RDF
1	Battista Biggio, Giorgio Fumera, Ignazio Pillai, Fabio Roli	A survey and experimental evaluation of image spam filtering techniques.	Pattern Recognition Letters	2011	DBLP DOI BibTeX RDF
1	Kurt Thomas, Chris Grier, Justin Ma, Vern Paxson, Dawn Song	Design and Evaluation of a Real-Time URL Spam Filtering Service.	IEEE Symposium on Security and Privacy	2011	DBLP DOI BibTeX RDF
1	Nahid Shahmehri, David Byers, Rahul Hiran	TRAP: Open Decentralized Distributed Spam Filtering.	TrustBus	2011	DBLP DOI BibTeX RDF
1	Santiago Porras, Bruno Baruque, Maria Belén Vaquerizo García, Emilio Corchado	Clustering Ensemble for Spam Filtering.	HAIS	2011	DBLP DOI BibTeX RDF
1	Godwin Caruana, Maozhen Li, Man Qi	A MapReduce based parallel SVM for large scale spam filtering.	FSKD	2011	DBLP DOI BibTeX RDF
1	Christian Hempelmann, Vikas Mehra	Baseline Semantic Spam Filtering.	Web Intelligence/IAT Workshops	2011	DBLP DOI BibTeX RDF
1	Huamin Feng, Xinghua Yang, Biao Liu, Chao Jiang	A Spam Filtering Method Based on Multi-modal Features Fusion.	CIS	2011	DBLP DOI BibTeX RDF
1	M. Taufiq Nuruzzaman, Changmoo Lee, Deokjai Choi	Independent and Personal SMS Spam Filtering.	CIT	2011	DBLP DOI BibTeX RDF
1	Carlos Laorden, Borja Sanz, Igor Santos, Patxi Galán-García, Pablo Garcia Bringas	Collective Classification for Spam Filtering.	CISIS	2011	DBLP DOI BibTeX RDF
1	Tiago A. Almeida, José María Gómez Hidalgo, Akebo Yamakami	Contributions to the study of SMS spam filtering: new collection and results.	ACM Symposium on Document Engineering	2011	DBLP DOI BibTeX RDF
1	Yan Xu	Rough set and its application in Chinese spam filtering.	GrC	2011	DBLP DOI BibTeX RDF
1	Jonghyuk Song, Sangho Lee, Jong Kim	Spam Filtering in Twitter Using Sender-Receiver Relationship.	RAID	2011	DBLP DOI BibTeX RDF
1	Shuji Suwa, Nariyoshi Yamai, Kiyohiko Okayama, Motonori Nakamura	DNS Resource Record Analysis of URLs in E-Mail Messages for Improving Spam Filtering.	SAINT	2011	DBLP DOI BibTeX RDF	spam, e-mail, DNS, URL
1	Igor Santos, Carlos Laorden, Xabier Ugarte-Pedrero, Borja Sanz, Pablo Garcia Bringas	Anomaly-based Spam Filtering.	SECRYPT	2011	DBLP BibTeX RDF
1	Anirban Dasgupta, Maxim Gurevich, Kunal Punera	Enhanced email spam filtering through combining similarity graphs.	WSDM	2011	DBLP DOI BibTeX RDF
1	Hongyu Gao, Yan Chen, Kathy Lee, Diana Palsetia, Alok N. Choudhary	Poster: online spam filtering in social networks.	ACM Conference on Computer and Communications Security	2011	DBLP DOI BibTeX RDF
1	Carlos Laorden, Xabier Ugarte-Pedrero, Igor Santos, Borja Sanz, Pablo Garcia Bringas	Enhancing scalability in anomaly-based email spam filtering.	CEAS	2011	DBLP DOI BibTeX RDF
1	John S. Whissell, Charles L. A. Clarke	Clustering for semi-supervised spam filtering.	CEAS	2011	DBLP DOI BibTeX RDF
1	Fernando Sanchez, Zhenhai Duan, Yingfei Dong	Blocking spam by separating end-user machines from legitimate mail server machines.	CEAS	2011	DBLP DOI BibTeX RDF
1	Wei-Chih Hsu, Tsan-Ying Yu	E-mail Spam Filtering Based on Support Vector Machines with Taguchi Method for Parameter Selection.	JCIT	2010	DBLP BibTeX RDF
1	Jinlong Wang, Ke Gao, Huy Quan Vu	SpamCooling: A Parallel Heterogeneous Ensemble Spam Filtering System Based on Active Learning Techniques.	JCIT	2010	DBLP BibTeX RDF