A survey of kernels for structured data
ACM SIGKDD Explorations Newsletter
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Kernels and Distances for Structured Data
Machine Learning
Supervised versus multiple instance learning: an empirical comparison
ICML '05 Proceedings of the 22nd international conference on Machine learning
Adapting RBF Neural Networks to Multi-Instance Learning
Neural Processing Letters
A regularization framework for multiple-instance learning
ICML '06 Proceedings of the 23rd international conference on Machine learning
MILES: Multiple-Instance Learning via Embedded Instance Selection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Solving multi-instance problems with classifier ensemble based on constructive clustering
Knowledge and Information Systems - Special Issue on Mining Low-Quality Data
Multiple instance learning for sparse positive bags
Proceedings of the 24th international conference on Machine learning
Multi-layer multi-instance kernel for video concept detection
Proceedings of the 15th international conference on Multimedia
Optimistic pruning for multiple instance learning
Pattern Recognition Letters
Adaptive p-posterior mixture-model kernels for multiple instance learning
Proceedings of the 25th international conference on Machine learning
A Multiple Instance Learning Strategy for Combating Good Word Attacks on Spam Filters
The Journal of Machine Learning Research
On profiling blogs with representative entries
Proceedings of the second workshop on Analytics for noisy unstructured text data
A Hilbert Space Embedding for Distributions
ALT '07 Proceedings of the 18th international conference on Algorithmic Learning Theory
Multiple Instance Learning Allows MHC Class II Epitope Predictions Across Alleles
WABI '08 Proceedings of the 8th international workshop on Algorithms in Bioinformatics
Revisiting Multiple-Instance Learning Via Embedded Instance Selection
AI '08 Proceedings of the 21st Australasian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence
Learning Curves for the Analysis of Multiple Instance Classifiers
SSPR & SPR '08 Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Multiple-Instance Active Learning for Image Categorization
MMM '09 Proceedings of the 15th International Multimedia Modeling Conference on Advances in Multimedia Modeling
Multi-instance learning by treating instances as non-I.I.D. samples
ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning
Multi-instance genetic programming for web index recommendation
Expert Systems with Applications: An International Journal
Multi-instance clustering with applications to multi-instance prediction
Applied Intelligence
Using lexical and relational similarity to classify semantic relations
EACL '09 Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics
A Convex Method for Locating Regions of Interest with Multi-instance Learning
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part II
Kernels for Periodic Time Series Arising in Astronomy
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part II
Marginalized multi-instance kernels
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Instance- and bag-level manifold regularization for aggregate outputs classification
Proceedings of the 18th ACM conference on Information and knowledge management
Drosophila gene expression pattern annotation through multi-instance multi-label learning
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
MICCLLR: Multiple-Instance Learning Using Class Conditional Log Likelihood Ratio
DS '09 Proceedings of the 12th International Conference on Discovery Science
Max-margin Multiple-Instance Learning via Semidefinite Programming
ACML '09 Proceedings of the 1st Asian Conference on Machine Learning: Advances in Machine Learning
ILP'02 Proceedings of the 12th international conference on Inductive logic programming
MILC2: a multi-layer multi-instance learning approach to video concept detection
MMM'08 Proceedings of the 14th international conference on Advances in multimedia modeling
A phase transition-based perspective on multiple instance kernels
ILP'07 Proceedings of the 17th international conference on Inductive logic programming
Learning with kernels and logical representations
Probabilistic inductive logic programming
Amulti-instance model for software quality estimation in OO systems
ICNC'09 Proceedings of the 5th international conference on Natural computation
Grammar guided genetic programming for multiple instance learning: an experimental study
Proceedings of the 12th annual conference on Genetic and evolutionary computation
The Knowledge Engineering Review
Multiple Instance Learning with Multiple Objective Genetic Programming for Web Mining
Applied Soft Computing
G3P-MI: A genetic programming algorithm for multiple instance learning
Information Sciences: an International Journal
Dissimilarity-based multiple instance learning
SSPR&SPR'10 Proceedings of the 2010 joint IAPR international conference on Structural, syntactic, and statistical pattern recognition
Speeding up and boosting diverse density learning
DS'10 Proceedings of the 13th international conference on Discovery science
Image dissimilarity-based quantification of lung disease from CT
MICCAI'10 Proceedings of the 13th international conference on Medical image computing and computer-assisted intervention: Part I
Cost-Sensitive Active Visual Category Learning
International Journal of Computer Vision
LSA based multi-instance learning algorithm for image retrieval
Signal Processing
Predicting MHC-II Binding Affinity Using Multiple Instance Regression
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Building sparse support vector machines for multi-instance classification
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part I
Multiple instance boosting for face recognition in videos
DAGM'11 Proceedings of the 33rd international conference on Pattern recognition
Multiple-instance learning with instance selection via dominant sets
SIMBAD'11 Proceedings of the First international conference on Similarity-based pattern recognition
Bag dissimilarities for multiple instance learning
SIMBAD'11 Proceedings of the First international conference on Similarity-based pattern recognition
Multi-instance multi-label learning
Artificial Intelligence
Ensemble multi-instance multi-label learning approach for video annotation task
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Ensemble approach based on conditional random field for multi-label image and video annotation
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Drosophila Gene Expression Pattern Annotation through Multi-Instance Multi-Label Learning
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Multiple-Instance learning via random walk
ECML'06 Proceedings of the 17th European conference on Machine Learning
Parameterized semi-supervised classification based on support vector for multi-relational data
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part I
An EM-Approach for clustering multi-instance objects
PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Self-adaptive two-phase support vector clustering for multi-relational data mining
PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
MUSCLE: music classification engine with user feedback
EDBT'06 Proceedings of the 10th international conference on Advances in Database Technology
Adaptive support vector clustering for multi-relational data mining
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
Information Sciences: an International Journal
Mining chemical compound structure data using inductive logic programming
AM'03 Proceedings of the Second international conference on Active Mining
Kernels over relational algebra structures
PAKDD'05 Proceedings of the 9th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Support vector inductive logic programming
DS'05 Proceedings of the 8th international conference on Discovery Science
A spectrum-based support vector algorithm for relational data semi-supervised classification
ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
Multi-instance methods for partially supervised image segmentation
PSL'11 Proceedings of the First IAPR TC3 conference on Partially Supervised Learning
The Journal of Machine Learning Research
Multiple instance learning for classifying students in learning management systems
Expert Systems with Applications: An International Journal
Latent topic based multi-instance learning method for localized content-based image retrieval
Computers & Mathematics with Applications
HyDR-MI: A hybrid algorithm to reduce dimensionality in multiple instance learning
Information Sciences: an International Journal
Multiple-instance learning as a classifier combining problem
Pattern Recognition
Inferring gene interaction networks from ISH images via kernelized graphical models
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VI
Class-dependent dissimilarity measures for multiple instance learning
SSPR'12/SPR'12 Proceedings of the 2012 Joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Current-Based 4d shape analysis for the mechanical personalization of heart models
MCV'12 Proceedings of the Second international conference on Medical Computer Vision: recognition techniques and applications in medical imaging
Horror video scene recognition based on multi-view multi-instance learning
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part III
MI2LS: multi-instance learning from multiple informationsources
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Multi-instance learning with any hypothesis class
The Journal of Machine Learning Research
Multiple instance classification: Review, taxonomy and comparative study
Artificial Intelligence
On the informativeness of asymmetric dissimilarities
SIMBAD'13 Proceedings of the Second international conference on Similarity-Based Pattern Recognition
An informatics-based approach to object tracking for distributed live video computing
Multimedia Tools and Applications
Convex and scalable weakly labeled SVMs
The Journal of Machine Learning Research
Multiple instance learning based on positive instance selection and bag structure construction
Pattern Recognition Letters
Multiple instance learning via Gaussian processes
Data Mining and Knowledge Discovery
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