@incollection{, 1CBCB496E24C43D847995DBEE6A991D5 , author={{GirishaGS} and {Dr. K. UdayaKumar} and {BNM Institute of Technology}}, journal={{Global Journal of Computer Science and Technology}}, journal={{GJCST}}0975-41720975-435010.34257/gjcst, address={Cambridge, United States}, publisher={Global Journals Organisation}1632128 } @incollection{b0, , title={{Solving the multiple instance problem with axisparallel rectangles}} , author={{ TGDietterich } and { RHLathrop } and { TLozano-P´erez }} , journal={{Artif. Intell}} 89 1-2 , year={1997} } @incollection{b1, , title={{Support vector machines for multiple-instance learning}} , author={{ SNdrews } and { ITsochantaridis } and { THofmann }} , journal={{NIPS}} , year={2003} } @incollection{b2, , title={{Content-based image retrieval using multiple instance learning}} , author={{ QZhang } and { SAGoldman } and { WYu } and { JFritts }} , journal={{ICML}} , year={2002} } @incollection{b3, , title={{MILES: Multipleinstance learning via embedded instance selection}} , author={{ YChen } and { JBi } and { JZWang }} , journal={{Pattern Anal. Mach. Intell}} 28 12 , year={2006} , note={Trans.} } @incollection{b4, , title={{Image categorization by learning and reasoning with regions}} , author={{ YChen } and { JZWang }} , journal={{J. Mach. Learn. Res}} 5 , year={2004} } @book{b5, , title={{LIBSVM: A library for support vector machines}} , author={{ CCChang } and { CJLin }} , year={2001} } @book{b6, , title={{Visual tracking with online multiple instance learning}} , author={{ BBabenko } and { MHYang } and { SBelongie }} , year={2009} } @incollection{b7, , title={{MI Forests: Multiple-instance learning with randomized trees}} , author={{ CLeistner } and { ASaffari } and { HBischof }} , journal={{ECCV}} , year={2010} } @incollection{b8, , title={{Visual categorization with bags of key points}} , author={{ GCsurka } and { CRDance } and { LFan } and { JWillamowski } and { CBray }} , booktitle={{ECCV Int. Workshop Stat. Learning in Comp. Vis}} , year={2004} } @incollection{b9, , title={{EM-DD: An improved multi-instance learning technique}} , author={{ QZhang } and { SAGoldman }} , journal={{NIPS}} , year={2002} } @incollection{b10, , title={{Multi-instance kernels}} , author={{ TG¨artner } and { PAFlach } and { AKowalczyk } and { AJSmola }} , journal={{ICML}} , year={2002} } @incollection{b11, , title={{Online multiple instance learning with no regret}} , author={{ MLi } and { JKwok } and { BLLu }} , journal={{CVPR}} , year={2010} } @incollection{b12, , title={{Solving multiple-instance problem: A lazy learning approach}} , author={{ JWang } and { J-DZucker }} , journal={{ICML}} , year={2000} } @incollection{b13, , title={{Multiple instance boosting for object detection}} , author={{ PViola } and { JCPlatt } and { CZhang }} , journal={{NIPS}} , year={2006} } @incollection{b14, , title={{MILD: Multiple-instance learning via disambiguation}} , author={{ WJLi } and { DYYeung }} , journal={{IEEE Trans. on Knowl. and Data Eng}} 22 , year={2010} } @incollection{b15, , title={{MILIS: Multiple instance learning with instance selection}} , author={{ ZFu } and { ARobles-Kelly } and { JZhou }} , journal={{IEEE Trans. Pattern Anal. Mach. Intell}} , year={2010} } @incollection{b16, , title={{Multi-instance multilabel learning with application to scene classification}} , author={{ DZhang } and { FWang } and { LSi } and { TLi }} , booktitle={{IJCAI}} , editor={ . Z.-HZhou M.-LZhang } , year={2009. 2007} , note={NIPS} } @incollection{b17, , title={{Joint multi-label multi instance learning for image classification}} , author={{ Z.-JZha } and { TMei } and { JWang } and { G.-JQi } and { ZWang }} , booktitle={{CVPR}} , year={2008} } @incollection{b18, , title={{Multiple instance boosting for object detection}} , author={{ PAViola } and { JPlatt } and { CZhang }} , booktitle={{NIPS}} , year={2005} } @incollection{b19, , title={{Boosting algorithms as gradient descent}} , author={{ LMason } and { JBaxter } and { PBartlett } and { MFrean }} , booktitle={{NIPS}} , year={2000} } @incollection{b20, , title={{Simultaneous learning and alignment: Multi-instance and multi-pose learning}} , author={{ BBabenko } and { PDoll´ar } and { ZTu } and { SBelongie }} , booktitle={{ECCV workshop on Faces in Real-Life Images}} , year={2008} } @incollection{b21, , title={{Multiple kernels for object detection}} , author={{ AVedaldi } and { VGulshan } and { MVarma } and { AZisserman }} , booktitle={{ICCV}} , year={2009} } @incollection{b22, , title={{An Enhanced Semi-Supervised Multiple Instance Learning Scheme for Multimedia Data Mining}} , author={{ GSGirisha } and { KUdayaKumar }} , journal={{International Journal of Applied Engineering Research}} 10 86 , year={2015} } @incollection{b23, , title={{Weakly Supervised Training of a Sign Language Recognition System Using Multiple Instance Learning Density Matrices. Systems, Man, and Cybernetics}} , author={{ DKelly } and { JMcdonald } and { CMarkham }} , journal={{Part B: Cybernetics}} 41 2 , year={on April (2011} , note={IEEE Transactions} } @incollection{b24, , title={{A Novel Neural Network-Based Approach for Multiple Instance Learning. Computer and Information Technology (CIT)}} , author={{ HLCheng } and { IGondra }} , booktitle={{IEEE 10th International Conference on}} , year={2010} } @book{b25, , title={{Concept-dependent image annotation via existence-based multipleinstance learning. Systems, Man and Cybernetics}} , author={{ XYuan } and { MWang } and { YSong }} , year={2009} } @book{b26, , title={{A min-max framework of cascaded classifier with multiple instance learning for computer aided diagnosis}} , author={{ WDijia } and { BJinbo } and { KBoyer }} , year={2009} , note={Computer Vision and Pattern Recognition} } @incollection{b27, , title={{Multiple component learning for object detection}} , author={{ PDoll´ar } and { BBabenko } and { SBelongie } and { PPerona } and { ZTu }} , booktitle={{ECCV}} , year={2008} }