A framework for multiple-instance learning

Solving Multiple-Instance and Multiple-Part Learning Problems with Decision Trees and Rule Sets. Application to the Mutagenesis Problem

AI '01 Proceedings of the 14th Biennial Conference of the Canadian Society on Computational Studies of Intelligence: Advances in Artificial Intelligence

Real-Valued Multiple-Instance Learning with Queries

ALT '01 Proceedings of the 12th International Conference on Algorithmic Learning Theory

Multiple instance learning with generalized support vector machines

Eighteenth national conference on Artificial intelligence

Multiple-Instance Learning of Real-Valued Geometric Patterns

Annals of Mathematics and Artificial Intelligence

Multiple instance learning of real valued data

The Journal of Machine Learning Research

Scalability and efficiency in multi-relational data mining

ACM SIGKDD Explorations Newsletter

Improve Multi-Instance Neural Networks through Feature Selection

Neural Processing Letters

Spatial pattern discovery by learning a probabilistic parametric model from multiple attributed relational graphs

Discrete Applied Mathematics - The 2001 international workshop on combinatorial image analysis (IWCIA 2001)

SVM-based generalized multiple-instance learning via approximate box counting

ICML '04 Proceedings of the twenty-first international conference on Machine learning

Learning first-order rules from data with multiple parts: applications on mining chemical compound data

ICML '04 Proceedings of the twenty-first international conference on Machine learning

Image Categorization by Learning and Reasoning with Regions

The Journal of Machine Learning Research

Kernels and Distances for Structured Data

Machine Learning

Autonomous visual model building based on image crawling through internet search engines

Proceedings of the 6th ACM SIGMM international workshop on Multimedia information retrieval

Multi-Instance Learning Based Web Mining

Applied Intelligence

A database centric view of semantic image annotation and retrieval

Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval

Multiple instance learning for labeling faces in broadcasting news video

Proceedings of the 13th annual ACM international conference on Multimedia

Region based image annotation through multiple-instance learning

Proceedings of the 13th annual ACM international conference on Multimedia

Localized content based image retrieval

Proceedings of the 7th ACM SIGMM international workshop on Multimedia information retrieval

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

OCRS: an Interactive Object-based Image Clustering and Retrieval System

MDM '05 Proceedings of the 6th international workshop on Multimedia data mining: mining integrated media and complex data

Ensembles of multi-instance neural networks

Intelligent information processing II

A regularization framework for multiple-instance learning

ICML '06 Proceedings of the 23rd international conference on Machine learning

MISSL: multiple-instance semi-supervised learning

ICML '06 Proceedings of the 23rd international conference on Machine learning

Local image representations using pruned salient points with applications to CBIR

MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia

Music compositional intelligence with an affective flavor

Proceedings of the 12th international conference on Intelligent user interfaces

Solving multi-instance problems with classifier ensemble based on constructive clustering

Knowledge and Information Systems - Special Issue on Mining Low-Quality Data

Supervised Learning of Semantic Classes for Image Annotation and Retrieval

IEEE Transactions on Pattern Analysis and Machine Intelligence

On the relation between multi-instance learning and semi-supervised learning

Proceedings of the 24th international conference on Machine learning

A comparative study of classification methods for microarray data analysis

AusDM '06 Proceedings of the fifth Australasian conference on Data mining and analystics - Volume 61

Using multiple segmentations for image auto-annotation

Proceedings of the 6th ACM international conference on Image and video retrieval

OCRS: an interactive object-based image clustering and retrieval system

Multimedia Tools and Applications

Fast unsupervised alignment of video and text for indexing/names and faces

Workshop on multimedia information retrieval on The many faces of multimedia semantics

Visual language modeling for image classification

Proceedings of the international workshop on Workshop on multimedia information retrieval

Enabling seamless access to digital graphical contents for visually impaired individuals via semantic-aware processing

Journal on Image and Video Processing

Evaluation of Localized Semantics: Data, Methodology, and Experiments

International Journal of Computer Vision

Eenabling seamless access to digital graphical contents for visually impaired individuals via semantic-aware processing

Journal on Image and Video Processing

Optimistic pruning for multiple instance learning

Pattern Recognition Letters

Exploiting generalized discriminative multiple instance learning for multimedia semantic concept detection

Pattern Recognition

Bayesian multiple instance learning: automatic feature selection and inductive transfer

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

Learning from multi-topic web documents for contextual advertisement

Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining

An Improved Multiple-Instance Learning Algorithm

ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks

A Multi-Instance Learning Algorithm Based on Normalized Radial Basis Function Network

ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks

Multi-objective Genetic Programming for Multiple Instance Learning

ECML '07 Proceedings of the 18th European conference on Machine Learning

Top-Down Induction of Relational Model Trees in Multi-instance Learning

ILP '08 Proceedings of the 18th international conference on Inductive Logic Programming

Graph-based multiple-instance learning for object-based image retrieval

MIR '08 Proceedings of the 1st ACM international conference on Multimedia information retrieval

Improving Promoter Prediction Using Multiple Instance Learning

AI '08 Proceedings of the 21st Australasian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence

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

Ensemble one-class support vector machines for content-based image retrieval

Expert Systems with Applications: An International Journal

Semantic clustering for region-based image retrieval

Journal of Visual Communication and Image Representation

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

Introduction to Interactive Document Search with Multi-Class Diverse Density

Proceedings of the 2006 conference on Advances in Intelligent IT: Active Media Technology 2006

Multi-instance clustering with applications to multi-instance prediction

Applied Intelligence

A Comparison of Multi-objective Grammar-Guided Genetic Programming Methods to Multiple Instance Learning

HAIS '09 Proceedings of the 4th International Conference on Hybrid Artificial Intelligence Systems

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

Instance-level semisupervised multiple instance learning

AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2

Interactive localized content based image retrieval with multiple-instance active learning

Pattern Recognition

Marginalized multi-instance kernels

IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence

Transductive Multi-Instance Multi-Label learning algorithm with application to automatic image annotation

Expert Systems with Applications: An International Journal

Short-term audio-visual atoms for generic video concept classification

MM '09 Proceedings of the 17th ACM international conference on Multimedia

Web image mining towards universal age estimator

MM '09 Proceedings of the 17th ACM international conference on Multimedia

Learning with labeled sessions

IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence

Classification of graphical data made easy

Neurocomputing

A human-centered multiple instance learning framework for semantic video retrieval

IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews

MICCLLR: Multiple-Instance Learning Using Class Conditional Log Likelihood Ratio

DS '09 Proceedings of the 12th International Conference on Discovery Science

Predicting types of protein-protein interactions using a multiple-instance learning model

JSAI'06 Proceedings of the 20th annual conference on New frontiers in artificial intelligence

Multiple instance learning with genetic programming for web mining

IWANN'07 Proceedings of the 9th international work conference on Artificial neural networks

A multiple instance learning based framework for semantic image segmentation

Multimedia Tools and Applications

Localized content-based image retrieval using semi-supervised multiple instance learning

ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part I

Evaluating multi-class multiple-instance learning for image categorization

ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part II

Face mis-alignment analysis by multiple-instance subspace

ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part II

A phase transition-based perspective on multiple instance kernels

ILP'07 Proceedings of the 17th international conference on Inductive logic programming

Amulti-instance model for software quality estimation in OO systems

ICNC'09 Proceedings of the 5th international conference on Natural computation

Beyond tag relevance: integrating visual attention model and multi-instance learning for tag saliency ranking

Proceedings of the ACM International Conference on Image and Video Retrieval

Audio-visual atoms for generic video concept classification

ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)

Grammar guided genetic programming for multiple instance learning: an experimental study

Proceedings of the 12th annual conference on Genetic and evolutionary computation

Data mining to predict and prevent errors in health insurance claims processing

Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining

Review:

The Knowledge Engineering Review

Promoter prediction based on a multiple instance learning scheme

Proceedings of the First ACM International Conference on Bioinformatics and Computational Biology

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

Tagging tags

Proceedings of the international conference on Multimedia

Dissimilarity-based multiple instance learning

SSPR&SPR'10 Proceedings of the 2010 joint IAPR international conference on Structural, syntactic, and statistical pattern recognition

MIForests: multiple-instance learning with randomized trees

ECCV'10 Proceedings of the 11th European conference on Computer vision: Part VI

Asking generalized queries to ambiguous oracle

ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part I

Speeding up and boosting diverse density learning

DS'10 Proceedings of the 13th international conference on Discovery science

Attention-based target localization using multiple instance learning

ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part I

Multiple attribute frequent mining-based for dengue outbreak

ADMA'10 Proceedings of the 6th international conference on Advanced data mining and applications: Part I

Mining uncertain sentences with multiple instance learning

ADMA'10 Proceedings of the 6th international conference on Advanced data mining and applications: Part I

A novel horror scene detection scheme on revised multiple instance learning model

MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part II

Random set framework for multiple instance learning

Information Sciences: an International Journal

Unsupervised moving object detection with on-line generalized hough transform

ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part III

Online multiple instance boosting for object detection

Neurocomputing

Predicting MHC-II Binding Affinity Using Multiple Instance Regression

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)

ShotTagger: tag location for internet videos

Proceedings of the 1st ACM International Conference on Multimedia Retrieval

Adaptive kernel diverse density estimate for multiple instance learning

MLDM'11 Proceedings of the 7th international conference on Machine learning and data mining in pattern recognition

Enhanced Topic-based Vector Space Model for semantics-aware spam filtering

Expert Systems with Applications: An International Journal

Multiple instance boosting for face recognition in videos

DAGM'11 Proceedings of the 33rd international conference on Pattern recognition

Improving image categorization by using multiple instance learning with spatial relation

ICIAP'11 Proceedings of the 16th international conference on Image analysis and processing: Part I

Exploiting context aware category discovery for image labeling

Proceedings of the Third International Conference on Internet Multimedia Computing and Service

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

ReliefF-MI: An extension of ReliefF to multiple instance learning

Neurocomputing

Multiple instance learning for classification of human behavior observations

ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part I

Affective state recognition in married couples' interactions using PCA-based vocal entrainment measures with multiple instance learning

ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part II

Multi-instance multi-label learning

Artificial Intelligence

Unsupervised multiple-instance learning for functional profiling of genomic data

ECML'06 Proceedings of the 17th European conference on Machine Learning

Combined gene selection methods for microarray data analysis

KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I

Locating regions of interest in CBIR with multi-instance learning techniques

AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence

Region-based image clustering and retrieval using multiple instance learning

CIVR'05 Proceedings of the 4th international conference on Image and Video Retrieval

Mining chemical compound structure data using inductive logic programming

AM'03 Proceedings of the Second international conference on Active Mining

Scalable image retrieval based on feature forest

ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part III

Online modeling of proactive moderation system for auction fraud detection

Proceedings of the 21st international conference on World Wide Web

Beyond trees: adopting MITI to learn rules and ensemble classifiers for multi-instance data

AI'11 Proceedings of the 24th international conference on Advances in Artificial Intelligence

Distance-based feature selection on classification of uncertain objects

AI'11 Proceedings of the 24th international conference on Advances in Artificial Intelligence

Multi-instance genetic programming for predicting student performance in web based educational environments

Applied Soft Computing

Multiple instance learning for classifying students in learning management systems

Expert Systems with Applications: An International Journal

Combining visual attention model with multi-instance learning for tag ranking

Neurocomputing

Incorporating shape into spatially-aware adaptive object segmentation algorithm

Proceedings of the Fifth International C* Conference on Computer Science and Software Engineering

Automatic categorisation of comments in social news websites

Expert Systems with Applications: An International Journal

Constructing target concept in multiple instance learning using maximum partial entropy

MLDM'12 Proceedings of the 8th international conference on Machine Learning and Data Mining in Pattern Recognition

Review: Sparse coding and classifier ensemble based multi-instance learning for image categorization

Signal Processing

An efficient parallel neural network-based multi-instance learning algorithm

The Journal of Supercomputing

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

In defence of negative mining for annotating weakly labelled data

ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part III

A discriminative data-dependent mixture-model approach for multiple instance learning in image classification

ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part IV

Semi-supervised multiple instance learning based domain adaptation for object detection

Proceedings of the Eighth Indian Conference on Computer Vision, Graphics and Image Processing

Salient instance selection for multiple-instance learning

ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part III

Learning-based object segmentation using regional spatial templates and visual features

ICCVG'12 Proceedings of the 2012 international conference on Computer Vision and Graphics

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

MIL-SKDE: Multiple-instance learning with supervised kernel density estimation

Signal Processing

A polynomial model of surgical gestures for real-time retrieval of surgery videos

MCBR-CDS'12 Proceedings of the Third MICCAI international conference on Medical Content-Based Retrieval for Clinical Decision Support

Salience-Based prototype selection for k-nearest neighbor classification in multiple-instance learning

IScIDE'12 Proceedings of the third Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering

One-Class multiple instance learning via robust PCA for common object discovery

ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I

One-Class multiple instance learning and applications to target tracking

ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part III

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

Study on image retrieval system base on multi-objective and multi-instance learning

International Journal of Wireless and Mobile Computing

MI2LS: multi-instance learning from multiple informationsources

Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining

Gaussian multiple instance learning approach for mapping the slums of the world using very high resolution imagery

Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining

Computational phenotype prediction of ionizing-radiation-resistant bacteria with a multiple-instance learning model

Proceedings of the 12th International Workshop on Data Mining in Bioinformatics

Multi-instance learning with any hypothesis class

The Journal of Machine Learning Research

Multiple instance classification: Review, taxonomy and comparative study

Artificial Intelligence

Reversing the effects of tokenisation attacks against content-based spam filters

International Journal of Security and Networks

TRASMIL: A local anomaly detection framework based on trajectory segmentation and multi-instance learning

Computer Vision and Image Understanding

Object based image classification: state of the art and computational challenges

Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data

Multi-instance multi-label learning with weak label

IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence

Combining example selection with instance selection to speed up multiple-instance learning

Neurocomputing

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