@incollection{,
	
					
					
					7B7E61C0C5FCE175B34EEF305BBE8F56
				,
	author={{Ramya RS} and {Venugopal KR} and {University Visvesvaraya College of Engineering, UVCE}},
	journal={{Global Journal of Computer Science and Technology}},
	journal={{GJCST}}0975-41720975-435010.34257/gjcst,
	address={Cambridge, United States},
	publisher={Global Journals Organisation}165120
}

@incollection{b0,
	
	
		,
	title={{A Detailed Study on Text Mining Techniques}}
		,
	author={{
			RAgrawal
		} and {
			MBatra
		}}
		
	
	
		,
	journal={{International Journal of Soft Computing and Engineering (IJSCE) ISSN}}
		
			2
			6
			
			,
	year={2013}
		
	

}

@incollection{b1,
	
	
		,
	title={{A Data Mining Approach for Data Generation and Analysis for Digital Forensic Application}}
		,
	author={{
			VHBhat
		} and {
			PGRao
		} and {
			RAbhilash
		} and {
			PDShenoy
		} and {
			KRVenugopal
		} and {
			LPatnaik
		}}
		
		
		
		
		
	
	
		,
	journal={{International Journal of Engineering and Technology}}
		
			2
			3
			
			,
	year={2010}
		
	

}

@incollection{b2,
	
	
		,
	title={{A Review on Text Mining}}
		,
	author={{
			YZhang
		} and {
			MChen
		} and {
			LLiu
		}}
		
		
	
	
		,
	booktitle={{Proceedings of 6th IEEE International Conference on Software Engineering and Service Science (ICSESS)}}
				6th IEEE International Conference on Software Engineering and Service Science (ICSESS)
		
			,
	year={2015}
			
		
	

}

@incollection{b3,
	
	
		,
	title={{An Efficient Concept-based Mining Model for Enhancing Text Clustering}}
		,
	author={{
			SShehata
		} and {
			FKarray
		} and {
			MSKamel
		}}
		
		
	
	
		,
	journal={{IEEE Transactions on Knowledge and Data Engineering}}
		
			22
			10
			
			,
	year={2010}
		
	

}

@incollection{b4,
	
	
		,
	title={{A Novel Data Generation Approach for Digital Forensic Application in Data Mining}}
		,
	author={{
			VHBhat
		} and {
			PGRao
		} and {
			RAbhilash
		} and {
			PDShenoy
		} and {
			KRVenugopal
		} and {
			LPatnaik
		}}
		
		
		
		
		
	
	
		,
	booktitle={{Proceedings of Second International Conference on Machine Learning and Computing (ICMLC)}}
				Second International Conference on Machine Learning and Computing (ICMLC)
		
			,
	year={2010}
			
		
	

}

@incollection{b5,
	
	
		,
	title={{Text Mining the Contributors to Rail Accidents}}
		,
	author={{
			DEBrown
		}}
	
	
		,
	journal={{IEEE Transactions on Intelligent Transportation Systems}}
		
			27
			5
			
			,
	year={2015}
		
	

}

@book{b6,
	
	
		,
	title={{Soft Computing for Data Mining Applications}}
		,
	author={{
			KRVenugopal
		} and {
			KSrinivasa
		} and {
			LMPatnaik
		}}
		
		
		
			,
	year={2009}
			,
	publisher={Springer}
		
	

}

@incollection{b7,
	
	
		,
	title={{Text Mining and Information Professionals: Role, Issues and Challenges}}
		,
	author={{
			VKVerma
		} and {
			MRanjan
		} and {
			PMishra
		}}
		
		
	
	
		,
	booktitle={{Proceedings of 4th International Symposium on Emerging Trends and Technologies in Libraries and Information Services (ETTLIS)}}
				4th International Symposium on Emerging Trends and Technologies in Libraries and Information Services (ETTLIS)
		
			,
	year={2015}
			
		
	

}

@incollection{b8,
	
	
		,
	title={{Text mining: Challenges and Future Directions}}
		,
	author={{
			AAkilan
		}}
	
	
		,
	booktitle={{Proceedings of Second International Conference on Electronics and Communication Systems (ICECS)}}
				Second International Conference on Electronics and Communication Systems (ICECS)
		
			,
	year={2015}
			
		
	

}

@incollection{b9,
	
	
		,
	title={{Text Knowledge Mining:An Alternative to Text Data Mining}}
		,
	author={{
			DSanchez
		} and {
			MJMartin-Bautista
		} and {
			IBlanco
		} and {
			CTorre
		}}
		
		
		
	
	
		,
	booktitle={{Proceedings of IEEE International Conference on Data Mining Workshops(ICDMW)}}
				IEEE International Conference on Data Mining Workshops(ICDMW)
		
			,
	year={2008}
			
		
	

}

@incollection{b10,
	
	
		,
	title={{Minedec:A Decision-Support Model that Combines Textmining Technologies with Two Competitive Intelligence Analysis Methods}}
		,
	author={{
			YDai
		} and {
			TKakkonen
		} and {
			ESutinen
		}}
		
		
	
	
		,
	journal={{International Journal of Computer Information Systems and Industrial Management Applications}}
		
			3
			10
			
			,
	year={2011}
		
	

}

@incollection{b11,
	
	
		,
	title={{Ppsgen: Learning-Based Presentation Slides Generation for Academic Papers}}
		,
	author={{
			YHu
		} and {
			XWan
		}}
		
	
	
		,
	journal={{IEEE Transactions on Knowledge and Data Engineering}}
		
			27
			4
			
			,
	year={2015}
		
	

}

@incollection{b12,
	
	
		,
	title={{Real-Time Detection of Traffic from Twitter Stream Analysis}}
		,
	author={{
			ED'andrea
		} and {
			PDucange
		} and {
			BLazzerini
		} and {
			FMarcelloni
		}}
		
		
		
	
	
		,
	journal={{IEEE Transactions on Intelligent Transportation Systems}}
		
			16
			4
			
			,
	year={2015}
		
	

}

@incollection{b13,
	
	
		,
	title={{}}
		,
	author={{
			RLi
		} and {
			KHLei
		} and {
			RKhadiwala
		} and {
			K. C.-CChang
		}}
		
		
		
	
	
		,
	journal={{Tedas: A Twitter-based Event Detection}}
		
	

}

@incollection{b14,
	
	
		,
	title={{Classification of Email using Beaks: Behavior and Keyword Stemming}}
		,
	author={{
			VHBhat
		} and {
			VRMalkani
		} and {
			PDShenoy
		} and {
			KRVenugopal
		} and {
			LPatnaik
		}}
		
		
		
		
	
	
		,
	booktitle={{Proceedings of IEEE Region 10 Conference TENCON}}
				IEEE Region 10 Conference TENCON
		
			,
	year={2011}
			
		
	

}

@incollection{b15,
	
	
		,
	title={{I See a Car Crash: Real-Time Detection of Small Scale Incidents in Microblogs}}
		,
	author={{
			ASchulz
		} and {
			PRistoski
		} and {
			HPaulheim
		}}
		
		
	
	
		,
	booktitle={{The Semantic Web: ESWC Satellite Events}}
				
			,
	year={2013}
			
		
	

}

@incollection{b16,
	
	
		,
	title={{Text Detection and Recognition on Traffic Panels from Street-Level Imagery using Visual Appearance}}
		,
	author={{
			AGonzalez
		} and {
			LMBergasa
		} and {
			JJYebes
		}}
		
		
	
	
		,
	journal={{IEEE Transactions on Intelligent Transportation Systems}}
		
			15
			1
			
			,
	year={2014}
		
	

}

@incollection{b17,
	
	
		,
	title={{Genetic Programming for Simultaneous Feature Selection and Classifier Design}}
		,
	author={{
			DPMuni
		} and {
			NRPal
		} and {
			JDas
		}}
		
		
	
	
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	journal={{IEEE Transactions on Systems, Man, and Cybernetics}}
		
			36
			1
			
			,
	year={2006}
		
	
	,
	note={Part B (Cybernetics)}

}

@incollection{b18,
	
	
		,
	title={{Text Feature Selection Using Ant Colony Optimization}}
		,
	author={{
			MHAghdam
		} and {
			NGhasem-Aghaee
		} and {
			MEBasiri
		}}
		
		
	
	
		,
	journal={{Expert Systems with Applications}}
		
			36
			3
			
			,
	year={2009}
		
	

}

@incollection{b19,
	
	
		,
	title={{Generic Feature Extraction for Classification using Fuzzy C-means Clustering}}
		,
	author={{
			KSrinivasa
		} and {
			ASingh
		} and {
			AThomas
		} and {
			KRVenugopal
		} and {
			LPatnaik
		}}
		
		
		
		
	
	
		,
	booktitle={{Proceedings of 3rd International Conference on Intelligent Sensing and Information Processing}}
				3rd International Conference on Intelligent Sensing and Information Processing
		
			,
	year={2005}
			
		
	

}

@incollection{b20,
	
	
		,
	title={{Eliminating Redundancy and Irrelevance using a New Mlp-based Feature Selection Method}}
		,
	author={{
			EGasca
		} and {
			JSS´anchez
		} and {
			RAlonso
		}}
		
		
	
	
		,
	journal={{Pattern Recognition}}
		
			39
			2
			
			,
	year={2006}
		
	

}

@incollection{b21,
	
	
		,
	title={{Computer Science and Technology Volume XVI Issue V Version I C Analysis System}}
	
	
		,
	booktitle={{Proceedings of IEEE 28th International Conference on Data Engineering (ICDE)}}
				IEEE 28th International Conference on Data Engineering (ICDE)
		
			,
	year={2012}
			
		
	

}

@incollection{b22,
	
	
		,
	title={{Et: Events from Tweets}}
		,
	author={{
			RParikh
		} and {
			KKarlapalem
		}}
		
	
	
		,
	booktitle={{Proceedings of the 22nd International Conference on World Wide Web Companion}}
				the 22nd International Conference on World Wide Web Companion
		
			,
	year={2013}
			
		
	

}

@incollection{b23,
	
	
		,
	title={{A Hybrid Approach for Feature Subset Selection using Neural Networks and Ant Colony Optimization}}
		,
	author={{
			RKSivagaminathan
		} and {
			SRamakrishnan
		}}
		
	
	
		,
	journal={{Expert systems with Applications}}
		
			33
			1
			
			,
	year={2007}
		
	

}

@incollection{b24,
	
	
		,
	title={{Unsupervised Feature Selection for Multi-cluster Data}}
		,
	author={{
			DCai
		} and {
			CZhang
		} and {
			XHe
		}}
		
		
	
	
		,
	booktitle={{Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining}}
				the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
		
			,
	year={2010}
			
		
	

}

@incollection{b25,
	
	
		,
	title={{Graph Regularized Feature Selection with Data Reconstruction}}
		,
	author={{
			ZZhao
		} and {
			XHe
		} and {
			DCai
		} and {
			LZhang
		} and {
			WNg
		} and {
			YZhuang
		}}
		
		
		
		
		
	
	
		,
	journal={{IEEE Transactions on Knowledge and Data Engineering}}
		
			28
			3
			
			,
	year={2016}
		
	

}

@incollection{b26,
	
	
		,
	title={{Microblog Dimensionality Reduction-A Deep Learning Approach}}
		,
	author={{
			LXu
		} and {
			CJiang
		} and {
			YRen
		} and {
			H.-HChen
		}}
		
		
		
	
	
		,
	journal={{IEEE Transactions on Knowledge and Data Engineering}}
		
			28
			7
			
			,
	year={2016}
		
	

}

@incollection{b27,
	
	
		,
	title={{Feature Selection via Global Redundancy Minimization}}
		,
	author={{
			DWang
		} and {
			FNie
		} and {
			HHuang
		}}
		
		
	
	
		,
	journal={{IEEE Transactions on Knowledge and Data Engineering}}
		
			27
			10
			
			,
	year={2015}
		
	

}

@incollection{b28,
	
	
		,
	title={{Feature Selection with a Measure of Deviations from Poisson in Text Categorization}}
		,
	author={{
			HOgura
		} and {
			HAmano
		} and {
			MKondo
		}}
		
		
	
	
		,
	journal={{Expert Systems with Applications}}
		
			36
			3
			
			,
	year={2009}
		
	

}

@incollection{b29,
	
	
		,
	title={{Comparison of Term Frequency and Document Frequency based Feature Selection Metrics in Text Categorization}}
		,
	author={{
			NAzam
		} and {
			JYao
		}}
		
	
	
		,
	journal={{Expert Systems with Applications}}
		
			39
			5
			
			,
	year={2012}
		
	

}

@incollection{b30,
	
	
		,
	title={{Graph Embedding and Extensions: A General Framework for Dimensionality Reduction}}
		,
	author={{
			SYan
		} and {
			DXu
		} and {
			BZhang
		} and {
			H.-JZhang
		} and {
			QYang
		} and {
			SLin
		}}
		
		
		
		
		
	
	
		,
	journal={{IEEE Transactions on Pattern Analysis and Machine Intelligence}}
		
			29
			1
			
			,
	year={2007}
		
	

}

@incollection{b31,
	
	
		,
	title={{On Similarity Preserving Feature Selection}}
		,
	author={{
			ZZhao
		} and {
			LWang
		} and {
			HLiu
		} and {
			JYe
		}}
		
		
		
	
	
		,
	journal={{IEEE Transactions on Knowledge and Data Engineering}}
		
			25
			3
			
			,
	year={2013}
		
	

}

@incollection{b32,
	
	
		,
	title={{Graph Regularized Feature Selection with Data Reconstruction}}
		,
	author={{
			ZZhao
		} and {
			XHe
		} and {
			LZhang
		} and {
			WNg
		} and {
			YZhuang
		}}
		
		
		
		
	
	
		,
	journal={{IEEE Transactions on Knowledge and Data Engineering}}
		
			28
			3
			
			,
	year={2016}
		
	

}

@incollection{b33,
	
	
		,
	title={{Unsupervised Feature Selection for Linked Social Media Data}}
		,
	author={{
			JTang
		} and {
			HLiu
		}}
		
	
	
		,
	booktitle={{Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining}}
				the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
		
			,
	year={2012}
			
		
	

}

@incollection{b34,
	
	
		,
	title={{Harvesting Domain Specific Ontologies from Text}}
		,
	author={{
			HMousavi
		} and {
			DKerr
		} and {
			MIseli
		} and {
			CZaniolo
		}}
		
		
		
	
	
		,
	booktitle={{Proceedings of IEEE International Conference on Semantic Computing (ICSC)}}
				IEEE International Conference on Semantic Computing (ICSC)
		
			,
	year={2014}
			
		
	

}

@incollection{b35,
	
	
		,
	title={{1-norm Regularized Discriminative Feature Selection for Unsupervised Learning}}
		,
	author={{
			YYang
		} and {
			HTShen
		} and {
			ZMa
		} and {
			ZHuang
		} and {
			XZhou
		}}
		
		
		
		
	
	
		,
	booktitle={{Proceedings of the International Joint Conference on Artificial Intelligence(IJCAI)}}
				the International Joint Conference on Artificial Intelligence(IJCAI)
		
			,
	year={2011}
			2
			
		
	

}

@incollection{b36,
	
	
		,
	title={{Graph Regularized Nonnegative Matrix Factorization for Data Representation}}
		,
	author={{
			DCai
		} and {
			XHe
		} and {
			JHan
		} and {
			TSHuang
		}}
		
		
		
	
	
		,
	journal={{IEEE Transactions on Pattern Analysis and Machine Intelligence}}
		
			33
			8
			
			,
	year={2011}
		
	

}

@incollection{b37,
	
	
		,
	title={{Qrgqr: Query Relevance Graph for Query Recommendation}}
		,
	author={{
			DSejal
		} and {
			KShailesh
		} and {
			VTejaswi
		} and {
			DAnvekar
		} and {
			KRVenugopal
		} and {
			SIyengar
		} and {
			LPatnaik
		}}
		
		
		
		
		
		
	
	
		,
	booktitle={{Proceedings of IEEE Region 10 Symposium (TENSYMP)}}
				IEEE Region 10 Symposium (TENSYMP)
		
			,
	year={2015}
			
		
	

}

@incollection{b38,
	
	
		,
	title={{Unsupervised Hybrid Feature Extraction Selection for High-Dimensional Non-Gaussian Data Clustering with Variational Inference}}
		,
	author={{
			WFan
		} and {
			NBouguila
		} and {
			DZiou
		}}
		
		
	
	
		,
	journal={{IEEE Transactions on Knowledge and Data Engineering}}
		
			25
			7
			
			,
	year={2013}
		
	

}

@incollection{b39,
	
	
		,
	title={{A Survey of Text Summarization Extractive Techniques}}
		,
	author={{
			VGupta
		} and {
			GS
		}}
		
	
	
		,
	journal={{Journal of Emerging Technologies in Web Intelligence}}
		
			2
			3
			
			,
	year={2010}
		
	

}

@incollection{b40,
	
	
		,
	title={{Text Summarization for Information Retrieval using Pattern Recognition Techniques}}
		,
	author={{
			PSNegi
		} and {
			MRauthan
		} and {
			HDhami
		}}
		
		
	
	
		,
	journal={{International Journal of Computer Applications}}
		
			21
			10
			
			,
	year={2011}
		
	

}

@incollection{b41,
	
	
		,
	title={{An Analysis of the Relative Hardness of Reuters-21578 Subsets}}
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	author={{
			FDebole
		} and {
			FSebastiani
		}}
		
	
	
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	journal={{Journal of the American Society for Information Science and Technology}}
		
			56
			6
			
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	year={2005}
		
	

}

@incollection{b42,
	
	
		,
	title={{Keyphrase Extraction based on Semantic Relatedness}}
		,
	author={{
			FXie
		} and {
			XWu
		} and {
			XHu
		}}
		
		
	
	
		,
	booktitle={{Proceedings of 9th IEEE International Conference on Cognitive Informatics (ICCI)}}
				9th IEEE International Conference on Cognitive Informatics (ICCI)
		
			,
	year={2010}
			
		
	

}

@incollection{b43,
	
	
		,
	title={{Mining Positive andNegative Patterns for Relevance Feature Discovery}}
		,
	author={{
			YLi
		} and {
			AAlgarni
		} and {
			NZhong
		}}
		
		
	
	
		,
	booktitle={{Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining}}
				the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
		
			,
	year={2010}
			
		
	

}

@incollection{b44,
	
	
		,
	title={{Effective Pattern Discovery for Text Mining}}
		,
	author={{
			NZhong
		} and {
			YLi
		} and {
			S.-TWu
		}}
		
		
	
	
		,
	journal={{IEEE Transactions on Knowledge and Data Engineering}}
		
			24
			1
			
			,
	year={2012}
		
	

}

@incollection{b45,
	
	
		,
	title={{Mining Temporal Patterns in Time Interval-Based Data}}
		,
	author={{
			Y.-CChen
		} and {
			W.-CPeng
		} and {
			S.-Y.Lee
		}}
		
		
	
	
		,
	journal={{IEEE Transactions on Knowledge and Data Engineering}}
		
			27
			12
			
			,
	year={2015}
		
	

}

@incollection{b46,
	
	
		,
	title={{Inference of Regular Expressions for Text Extraction from Examples}}
		,
	author={{
			ABartoli
		} and {
			ALorenzo
		} and {
			EMedvet
		} and {
			FTarlao
		}}
		
		
		
	
	
		,
	journal={{IEEE Transactions on Knowledge and Data Engineering}}
		
			28
			5
			
			,
	year={2016}
		
	

}

@incollection{b47,
	
	
		,
	title={{Relevance Feature Discovery for Text Mining}}
		,
	author={{
			YLi
		} and {
			AAlgarni
		} and {
			MAlbathan
		} and {
			YShen
		} and {
			MABijaksana
		}}
		
		
		
		
	
	
		,
	journal={{IEEE Transactions on Knowledge and Data Engineering}}
		
			27
			6
			
			,
	year={2015}
		
	

}

@incollection{b48,
	
	
		,
	title={{A Fast Clusteringbased Feature Subset Selection Algorithm for High-Dimensional Data}}
		,
	author={{
			QSong
		} and {
			JNi
		} and {
			GWang
		}}
		
		
	
	
		,
	journal={{IEEE Transactions on Knowledge and Data Engineering}}
		
			25
			1
			
			,
	year={2013}
		
	

}

@incollection{b49,
	
	
		,
	title={{Review Selection Using Micro-Reviews}}
		,
	author={{
			T.-SNguyen
		} and {
			HWLauw
		} and {
			PTsaparas
		}}
		
		
	
	
		,
	journal={{IEEE Transactions on Knowledge and Data Engineering}}
		
			27
			4
			
			,
	year={2015}
		
	

}

@incollection{b50,
	
	
		,
	title={{Feature Extraction for Co-occurrence-based Cosine Similarity Score of Text Documents}}
		,
	author={{
			AIKadhim
		} and {
			YCheah
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			NHAhamed
		} and {
			LASalman
		}}
		
		
		
	
	
		,
	booktitle={{Proceedings of IEEE Student Conference on Research and Development (SCOReD)}}
				IEEE Student Conference on Research and Development (SCOReD)
		
			,
	year={2014}
			
		
	

}

@incollection{b51,
	
	
		,
	title={{Experiments with Random Projections for Machine Learning}}
		,
	author={{
			DFradkin
		} and {
			DMadigan
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		,
	booktitle={{Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining}}
				the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
		
			,
	year={2003}
			
		
	

}

@incollection{b52,
	
	
		,
	title={{Classification of Alzheimer's Disease and Parkinson's Disease by using Machine Learning and Neural Network Methods}}
		,
	author={{
			SJoshi
		} and {
			DShenoy
		} and {
			PRashmi
		} and {
			KRVenugopal
		} and {
			LPatnaik
		}}
		
		
		
		
	
	
		,
	booktitle={{Proceedings of Second International Conference on Machine Learning and Computing (ICMLC)}}
				Second International Conference on Machine Learning and Computing (ICMLC)
		
			,
	year={2010}
			
		
	

}

@incollection{b53,
	
	
		,
	title={{Applying Data Mining Techniques for Descriptive Phrase Extraction in Digital Document Collections}}
		,
	author={{
			HAhonen
		} and {
			OHeinonen
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			MKlemettinen
		} and {
			AIVerkamo
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	booktitle={{Proceedings of IEEE International Forum on Research and Technology Advances in Digital Libraries}}
				IEEE International Forum on Research and Technology Advances in Digital Libraries
		
			,
	year={1998}
			
		
	

}

@incollection{b54,
	
	
		,
	title={{Clospan: Mining Closed Sequential Patterns in Large Datasets}}
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	author={{
			XYan
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			JHan
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@incollection{b55,
	
	
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	title={{Clasp: An Efficient Algorithm for Mining Frequent Closed Sequences}}
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	author={{
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@incollection{b56,
	
	
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	title={{Closet: An Efficient Algorithm for Mining Frequent Closed Itemsets}}
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			JPei
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@incollection{b57,
	
	
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	title={{Freespan: Frequent Pattern-Projected Sequential Pattern Mining}}
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	author={{
			JHan
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			JPei
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			BMortazavi-Asl
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			,
	year={2000}
			
		
	

}

@incollection{b58,
	
	
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	author={{
			JPei
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			BMortazavi-Asl
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	title={{Slpminer: An Algorithm for Finding Frequent Sequential Patterns using Length-Decreasing Support Constraint}}
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}

@incollection{b67,
	
	
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	title={{A Taxonomy of Sequential Pattern Mining Algorithms}}
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@incollection{b68,
	
	
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	title={{Mining Frequent Patterns without Candidate Generation: A Frequent-Pattern Tree Approach}}
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			YYin
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}

@incollection{b70,
	
	
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	title={{Mining Closed Sequential Patterns in Large Sequence Databases}}
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@incollection{b71,
	
	
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	title={{Interrelation Analysis of Celestial Spectra Data using Constrained Frequent Pattern Trees}}
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	author={{
			JZhang
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			XZhao
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			SZhang
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			SYin
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	year={2013}
		
	

}

@incollection{b72,
	
	
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	title={{Distributed Data Management using Mapreduce}}
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	author={{
			FLi
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			BCOoi
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			MT
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			SWu
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			46
			3
			
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	year={2014}
		
	

}

@incollection{b73,
	
	
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	title={{Classification Framework of Mapreduce Scheduling Algorithms}}
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	author={{
			NTiwari
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		}}
		
		
		
	
	
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			47
			3
			
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	year={2015}
		
	

}

@incollection{b74,
	
	
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	title={{Fidoop: Parallel Mining of Frequent Itemsets Using Mapreduce}}
		,
	author={{
			YXun
		} and {
			JZhang
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			XQin
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			46
			3
			
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	year={2016}
		
	

}

@incollection{b75,
	
	
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	title={{The Family of Mapreduce and Large-Scale Data Processing Systems}}
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	author={{
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	journal={{ACM Computing Surveys (CSUR)}}
		
			46
			1
			
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	year={2013}
		
	

}

@incollection{b76,
	
	
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	title={{An Efficient Algorithm of Frequent Itemsets Mining based on Mapreduce}}
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			LWang
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			LFeng
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			JZhang
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			PLiao
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			11
			8
			
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	year={2014}
		
	

}

@incollection{b77,
	
	
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	title={{Mining Interesting Infrequent Itemsets from Very Large Data based on Mapreduce Framework}}
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	author={{
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			RSubramanyam
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			7
			7
			
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	year={2015}
		
	

}

@incollection{b78,
	
	
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	title={{Parallel Frequent Item Set Mining with Selective Item Replication}}
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			BUcar
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			CAykanat
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	year={2011}
		
	

}

@incollection{b79,
	
	
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	title={{Active Relevance Feedback for Difficult Queries}}
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			ZXu
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			RAkella
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@incollection{b80,
	
	
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}

@incollection{b81,
	
	
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	title={{Selecting Good Expansion Terms for Pseudo-Relevance Feedback}}
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			,
	year={2008}
			
		
	

}

@incollection{b82,
	
	
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	author={{
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			SKParui
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	journal={{ACM Transactions on Asian Language Information Processing (TALIP)}}
		
			13
			3
			
			,
	year={2014}
		
	

}

@incollection{b83,
	
	
		,
	title={{Selected New Training Documents to Update User profile}}
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	author={{
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			YLi
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			YXu
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		,
	booktitle={{Proceedings of the 19 th ACM International Conference on Information and Knowledge Management}}
				the 19 th ACM International Conference on Information and Knowledge Management
		
			,
	year={2010}
			
		
	

}

@incollection{b84,
	
	
		,
	title={{A Survey on Text Categorization}}
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	author={{
			SNiharika
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			VSLatha
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	journal={{International Journal of Computer Trends and Technology}}
		
			3
			1
			
			,
	year={2012}
		
	

}

@incollection{b85,
	
	
		,
	title={{Machine Learning in Automated Text Categorization}}
		,
	author={{
			FSebastiani
		}}
	
	
		,
	journal={{ACM Computing Surveys (CSUR)}}
		
			34
			1
			
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}

@incollection{b86,
	
	
		,
	title={{A Survey on Text Mining in Social Networks}}
		,
	author={{
			RIrfan
		} and {
			CKKing
		} and {
			DGrages
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			SEwen
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			SUKhan
		} and {
			SAMadani
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			JKolodziej
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			LWang
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			DChen
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			ARayes
		}}
		
		
		
		
		
		
		
		
		
	
	
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	journal={{The Knowledge Engineering Review}}
		
			30
			2
			
			,
	year={2015}
		
	

}

@incollection{b87,
	
	
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	title={{Automatic Extraction of Text Regions from Document Images by Multilevel Thresholding and kmeans Clustering}}
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	author={{
			HNVu
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			TATran
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			ISNa
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			SHKim
		}}
		
		
		
	
	
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	booktitle={{Proceedings of IEEE/ACIS 14th International Conference on Computer and Information Science (ICIS)}}
				IEEE/ACIS 14th International Conference on Computer and Information Science (ICIS)
		
			,
	year={2015}
			
		
	

}

@incollection{b88,
	
	
		,
	title={{Automatically Mining Facets for Queries from Their Search Results}}
		,
	author={{
			ZDou
		} and {
			ZJiang
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			SHu
		} and {
			J.-RWen
		} and {
			RSong
		}}
		
		
		
		
	
	
		,
	journal={{IEEE Transactions on Knowledge and Data Engineering}}
		
			28
			2
			
			,
	year={2016}
		
	

}

@incollection{b89,
	
	
		,
	title={{Query Click and Text Similarity Graph for Query Suggestions}}
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	author={{
			ASejal
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			KShailesh
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			VTejaswi
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			DAnvekar
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			KRVenugopal
		} and {
			SIyengar
		} and {
			LPatnaik
		}}
		
		
		
		
		
		
	
	
		,
	booktitle={{International Workshop on Machine Learning and Data Mining in Pattern Recognition}}
				
			,
	year={2015}
			
		
	

}

@incollection{b90,
	
	
		,
	title={{Mining Related Queries from Web Search Engine Query Logs using an Improved Association Rule Mining Model}}
		,
	author={{
			XShi
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			CCYang
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}

@incollection{b91,
	
	
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	title={{Faceted Search and Browsing of Audio Content on Spoken Web}}
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	author={{
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			NRajput
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	booktitle={{Proceedings of the 19th ACM International Conference on Information and Knowledge Management}}
				the 19th ACM International Conference on Information and Knowledge Management
		
			,
	year={2010}
			
		
	

}

@incollection{b92,
	
	
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	title={{Efficient Processing of Relevant Nearest-Neighbor Queries}}
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	author={{
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	journal={{ACM Transactions on Spatial Algorithms and Systems (TSAS)}}
		
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			,
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}

@incollection{b93,
	
	
		,
	title={{Inverted Linear Quadtree: Efficient Top k Spatial Keyword S219219earch}}
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	author={{
			CZhang
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			YZhang
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			WZhang
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			XLin
		}}
		
		
		
	
	
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	journal={{IEEE Transactions on Knowledge and Data Engineering}}
		
			28
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			,
	year={2016}
		
	

}

@incollection{b94,
	
	
		,
	title={{Timeand Space-Efficient Sliding Window Top-k Query Processi-ng}}
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	author={{
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			40
			1
			
			,
	year={2015}
		
	

}

@incollection{b95,
	
	
		,
	title={{Space-Efficient Frameworks for Top-k String Retrieval}}
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	author={{
			W.-KHon
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			RShah
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			SVThankachan
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			61
			2
			
			,
	year={2014}
		
	

}

@incollection{b96,
	
	
		,
	title={{Extending Faceted Search to the General Web}}
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	author={{
			WKong
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			JAllan
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	booktitle={{Proceedings of the 23rd ACM International Conference on Information and Knowledge Management}}
				the 23rd ACM International Conference on Information and Knowledge Management
		
			,
	year={2014}
			
		
	

}

@incollection{b97,
	
	
		,
	title={{Ranking Related Entities: Components and Analyses}}
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	author={{
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			KBalog
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	booktitle={{Proceedings of the 19 th ACM International Conference on Information and Knowledge Management}}
				the 19 th ACM International Conference on Information and Knowledge Management
		
			,
	year={2010}
			
		
	

}

@incollection{b98,
	
	
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	title={{Spaces, Trees, and Colors: The Algorithmic Landscape of Document Retrieval on Sequences}}
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	author={{
			GNavarro
		}}
	
	
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	journal={{ACM Computing Surveys (CSUR)}}
		
			46
			4
			
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	year={2014}
		
	

}

@incollection{b99,
	
	
		,
	title={{Exploring Topical Lead-Lag Across Corpora}}
		,
	author={{
			SLiu
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			YChen
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			HWei
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			JYang
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			KZhou
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			SMDrucker
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			27
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			,
	year={2015}
		
	

}

@incollection{b100,
	
	
		,
	title={{Cross-Lingual Topic Discovery from Multilingual Search Engine Query Log}}
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	author={{
			DJiang
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			YTong
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			YSong
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	journal={{ACM Transactions on Information Systems (TOIS)}}
		
			35
			2
			
			,
	year={2016}
		
	

}

@incollection{b101,
	
	
		,
	title={{Webtables: Exploring the Power of Tables on the Web}}
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	author={{
			MJCafarella
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			DZWang
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			EWu
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	year={2008}
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@incollection{b102,
	
	
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	booktitle={{Proceedings of the ACM SIGMOD International Conference on Management of Data}}
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			,
	year={2011}
			
		
	

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@incollection{b103,
	
	
		,
	title={{Static Index Pruning in Web Search Engines: Combining Term and Document Popularities with Query Views}}
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	author={{
			ISAltingovde
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			ROzcan
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			O¨Ulusoy
		}}
		
		
	
	
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	journal={{ACM Transactions on Information Systems (TOIS)}}
		
			30
			1
			
			,
	year={2012}
		
	

}

@incollection{b104,
	
	
		,
	title={{Query-Based Data Pricing}}
		,
	author={{
			PKoutris
		} and {
			PUpadhyaya
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			MBalazinska
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			BHowe
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			DSuciu
		}}
		
		
		
		
	
	
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			62
			5
			
			,
	year={2015}
		
	

}

@incollection{b105,
	
	
		,
	title={{Discovering Tasks from Search Engine Query Logs}}
		,
	author={{
			CLucchese
		} and {
			SOrlando
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			RPerego
		} and {
			FSilvestri
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			GTolomei
		}}
		
		
		
		
	
	
		,
	journal={{ACM Transactions on Information Systems (TOIS)}}
		
			31
			3
			
			,
	year={2013}
		
	

}

@incollection{b106,
	
	
		,
	title={{Differentiating Search Results on Structured Data}}
		,
	author={{
			ZLiu
		} and {
			YChen
		}}
		
	
	
		,
	journal={{ACM Transactions on Database Systems (TODS)}}
		
			37
			1
			
			,
	year={2012}
		
	

}

@incollection{b107,
	
	
		,
	title={{Visual Abstraction and Ordering in Faceted Browsing of Text Collections}}
		,
	author={{
			VThai
		} and {
			P.-YRouille
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			SHandschuh
		}}
		
		
	
	
		,
	journal={{ACM Transactions on Intelligent Systems and Technology (TIST)}}
		
			3
			2
			
			,
	year={2012}
		
	

}

@incollection{b108,
	
	
		,
	title={{Top-k Diversity Queries Over Bounded Regions}}
		,
	author={{
			ECatallo
		} and {
			PCiceri
		} and {
			DFraternali
		} and {
			MMartinenghi
		} and {
			Tagliasacchi
		}}
		
		
		
		
	
	
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			38
			2
			
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	year={2013}
		
	

}

@incollection{b109,
	
	
		,
	title={{Efficient Fuzzy Search in Large Text Collections}}
		,
	author={{
			HBast
		} and {
			MCelikik
		}}
		
	
	
		,
	journal={{ACM Transactions on Information Systems (TOIS)}}
		
			31
			2
			
			,
	year={2013}
		
	

}

@incollection{b110,
	
	
		,
	title={{Using Structural Information in Xml Keyword Search Effectively}}
		,
	author={{
			ATermehchy
		} and {
			MWinslett
		}}
		
	
	
		,
	journal={{ACM Transactions on Database Systems (TODS)}}
		
			36
			1
			
			,
	year={2011}
		
	

}

@incollection{b111,
	
	
		,
	title={{On Multiple Keyword Sponsored Search Auctions with Budgets}}
		,
	author={{
			RColini-Baldeschi
		} and {
			SLeonardi
		} and {
			MHenzinger
		} and {
			MStarnberger
		}}
		
		
		
	
	
		,
	journal={{ACM Transactions on Economics and Computation}}
		
			4
			1
			
			,
	year={2016}
		
	

}

@incollection{b112,
	
	
		,
	title={{The Effects of Aggregated Search Coherence on Search Behavior}}
		,
	author={{
			RArguello
		} and {
			Capra
		}}
		
	
	
		,
	journal={{ACM Transactions on Information Systems (TOIS)}}
		
			35
			1
			
			,
	year={2016}
		
	

}

@incollection{b113,
	
	
		,
	title={{Moving Spatial Keyword Queries: Formulation, Methods, and Analysis}}
		,
	author={{
			DWu
		} and {
			MLYiu
		} and {
			CSJensen
		}}
		
		
	
	
		,
	journal={{ACM Transactions on Database Systems (TODS)}}
		
			38
			1
			
			,
	year={2013}
		
	

}

@book{b114,
	
	
		,
	title={{Efficient Algorithms and Cost Models for Reverse Spatial-Keyword K Nearest Neighbor Search}}
		,
	author={{
			YLu
		} and {
			JLu
		} and {
			GCong
		} and {
			WWu
		} and {
			CShahabi
		}}
		
		
		
		
		
			,
	publisher={ACM}
		
	

}

@incollection{b115,
	
	
		,
	title={{Efficient Processing of Spatial Group Keyword Queries}}
		,
	author={{
			XCao
		} and {
			GCong
		} and {
			TGuo
		} and {
			CSJensen
		} and {
			BCOoi
		}}
		
		
		
		
	
	
		,
	journal={{ACM Transactions on Database Systems (TODS)}}
		
			40
			2
			
			,
	year={2015}
		
	

}

@incollection{b116,
	
	
		,
	title={{Fine-Grained Knowledge Sharing in Collaborative Environments}}
		,
	author={{
			ZGuan
		} and {
			SYang
		} and {
			HSun
		} and {
			MSrivatsa
		} and {
			XYan
		}}
		
		
		
		
	
	
		,
	journal={{IEEE Transactions on Knowledge and Data Engineering}}
		
			27
			8
			
			,
	year={2015}
		
	

}

@incollection{b117,
	
	
		,
	title={{Learning to Extract Cross-Session Search Tasks}}
		,
	author={{
			HWang
		} and {
			YSong
		} and {
			M.-WChang
		} and {
			XHe
		} and {
			RWWhite
		} and {
			WChu
		}}
		
		
		
		
		
	
	
		,
	booktitle={{Proceedings of the 22nd International Conference on World Wide Web}}
				the 22nd International Conference on World Wide Web
		
			,
	year={2013}
			
		
	

}

@incollection{b118,
	
	
		,
	title={{Modeling and Analysis of Cross-Session Search Tasks}}
		,
	author={{
			AKotov
		} and {
			PNBennett
		} and {
			RWWhite
		} and {
			STDumais
		} and {
			JTeevan
		}}
		
		
		
		
	
	
		,
	booktitle={{Proceedings of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval}}
				the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval
		
			,
	year={2011}
			
		
	

}

@incollection{b119,
	
	
		,
	title={{Progressive Duplicate Detection}}
		,
	author={{
			TPapenbrock
		} and {
			AHeise
		} and {
			FNaumann
		}}
		
		
	
	
		,
	journal={{IEEE Transactions on Knowledge and Data Engineering}}
		
			27
			5
			
			,
	year={2015}
		
	

}

@incollection{b120,
	
	
		,
	title={{Innovative Windows for Duplicate Detection}}
		,
	author={{
			HBano
		} and {
			FAzam
		}}
		
	
	
		,
	journal={{International Journal of Software Engineering and Its Applications}}
		
			9
			1
			
			,
	year={2015}
		
	

}

@incollection{b121,
	
	
		,
	title={{Propagation of Data Fusion}}
		,
	author={{
			ABronselaer
		} and {
			DVan Britsom
		} and {
			GDe Tre
		}}
		
		
	
	
		,
	journal={{IEEE Transactions on Knowledge and Data Engineering}}
		
			27
			5
			
			,
	year={2015}
		
	

}

@incollection{b122,
	
	
		,
	title={{A Blocking Framework for Entity Resolution in}}
		,
	author={{
			GPapadakis
		} and {
			EIoannou
		} and {
			TPalpanas
		} and {
			CNieder´ee
		} and {
			WNejdl
		}}
		
		
		
		
	
	
		,
	booktitle={{Highly Heterogeneous C Transactions on Database Systems (TODS)}}
				
			,
	year={2014. 2013}
			39
			
		
	
	,
	note={Information Spaces}

}

@incollection{b123,
	
	
		,
	title={{Efficient Entity Resolution Methods for Heterogeneous Information Spaces}}
		,
	author={{
			GPapadakis
		} and {
			WNejdl
		}}
		
	
	
		,
	booktitle={{Proceedings of IEEE 27th International Conference on Data Engineering Workshops (ICDEW)}}
				IEEE 27th International Conference on Data Engineering Workshops (ICDEW)
		
			,
	year={2011}
			
		
	

}

@incollection{b124,
	
	
		,
	title={{Framework for Evaluating Clustering Algorithms in Duplicate Detection}}
		,
	author={{
			OHassanzadeh
		} and {
			FChiang
		} and {
			HCLee
		} and {
			RJMiller
		}}
		
		
		
	
	
		,
	booktitle={{Proceedings of the VLDB Endowment}}
				the VLDB Endowment
		
			,
	year={2009}
			2
			
		
	

}

@incollection{b125,
	
	
		,
	title={{Pay-asyougo Entity Resolution}}
		,
	author={{
			SEWhang
		} and {
			DMarmaros
		} and {
			HGarcia-Molina
		}}
		
		
	
	
		,
	journal={{IEEE Transactions on Knowledge and Data Engineering}}
		
			25
			5
			
			,
	year={2013}
		
	

}

@incollection{b126,
	
	
		,
	title={{A Survey on Various Methods used for Detecting Duplicates in 127}}
		,
	author={{
			AAAbraham
		} and {
			SDKanmani
		} and {
			; JJTamilselvi
		} and {
			CBGifta
		}}
		
		
		
	
	
		,
	journal={{International Journal of Computer Applications}}
		
			15
			4
			
			,
	year={2011}
		
	
	,
	note={Handling Duplicate Data in Data Warehouse for Data Mining}

}

@incollection{b127,
	
	
		,
	title={{Duplicate Record Detection: A Survey}}
		,
	author={{
			AKElmagarmid
		} and {
			PGIpeirotis
		} and {
			VSVerykios
		}}
		
		
	
	
		,
	journal={{IEEE Transactions on Knowledge and Data Engineering}}
		
			19
			1
			
			,
	year={2007}
		
	

}

@incollection{b128,
	
	
		,
	title={{A Survey of Indexing Techniques for Scalable Record Linkage and Deduplication}}
		,
	author={{
			PChristen
		}}
	
	
		,
	journal={{IEEE Transactions on Knowledge and Data Engineering}}
		
			24
			9
			
			,
	year={2012}
		
	

}

@incollection{b129,
	
	
		,
	title={{Robust Record Linkage Blocking using Suffix Arrays and Bloom Filters}}
		,
	author={{
			TDeVries
		} and {
			HKe
		} and {
			SChawla
		} and {
			PChristen
		}}
		
		
		
	
	
		,
	journal={{ACM Transactions on Knowledge Discovery from Data (TKDD)}}
		
			5
			2
			
			,
	year={2011}
		
	

}

@incollection{b130,
	
	
		,
	title={{Creating Probabilistic Databases from Duplicated Data}}
		,
	author={{
			OHassanzadeh
		} and {
			RJMiller
		}}
		
	
	
		,
	booktitle={{The VLDB Journal-The International Journal on Very Large Data Bases}}
				
			,
	year={2009}
			18
			
		
	

}

@incollection{b131,
	
	
		,
	title={{Aspects of object Merging}}
		,
	author={{
			ABronselaer
		} and {
			GDe Tr´e
		}}
		
	
	
		,
	booktitle={{Annual Meeting of the North American Fuzzy Information Processing Society (NAFIPS)}}
				
			,
	year={2010}
			
		
	

}

@incollection{b132,
	
	
		,
	title={{Adaptive Windows for Duplicate Detection}}
		,
	author={{
			UDraisbach
		} and {
			FNaumann
		} and {
			SSzott
		} and {
			OWonneberg
		}}
		
		
		
	
	
		,
	booktitle={{Proceedings of IEEE 28th International Conference on Data Engineering (ICDE)}}
				IEEE 28th International Conference on Data Engineering (ICDE)
		
			,
	year={2012}
			
		
	

}

@incollection{b133,
	
	
		,
	title={{Data Fusion in Three Steps: Resolving Schema, Tuple, and Value Inconsistencies}}
		,
	author={{
			FNaumann
		} and {
			ABilke
		} and {
			JBleiholder
		} and {
			MWeis
		}}
		
		
		
	
	
		,
	journal={{International Journal of Engineering Research and Technology}}
		
			3
			1
			
			,
	year={2014. 2006}
		
	
	,
	note={Engineering and Management}

}

@incollection{b134,
	
	
		,
	title={{Data Fusion}}
		,
	author={{
			JBleiholder
		} and {
			FNaumann
		}}
		
	
	
		,
	journal={{ACM Computing Surveys (CSUR)}}
		
			41
			1
			
			,
	year={2009}
		
	

}

@incollection{b135,
	
	
		,
	title={{Semi-Supervised Heterogeneous Fusion for Multimedia Data Co-Clustering}}
		,
	author={{
			LMeng
		} and {
			A.-HTan
		} and {
			DXu
		}}
		
		
	
	
		,
	journal={{IEEE Transactions on Knowledge and Data Engineering}}
		
			26
			9
			
			,
	year={2014}
		
	

}