Automatic text processing: the transformation, analysis, and retrieval of information by computer
Automatic text processing: the transformation, analysis, and retrieval of information by computer
Equivalence of models for polynomial learnability
Information and Computation
Decision theoretic generalizations of the PAC model for neural net and other learning applications
Information and Computation
Automatic combination of multiple ranked retrieval systems
SIGIR '94 Proceedings of the 17th annual international ACM SIGIR conference on Research and development in information retrieval
GroupLens: an open architecture for collaborative filtering of netnews
CSCW '94 Proceedings of the 1994 ACM conference on Computer supported cooperative work
Recommending and evaluating choices in a virtual community of use
CHI '95 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Social information filtering: algorithms for automating “word of mouth”
CHI '95 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
A decision-theoretic generalization of on-line learning and an application to boosting
Journal of Computer and System Sciences - Special issue: 26th annual ACM symposium on the theory of computing & STOC'94, May 23–25, 1994, and second annual Europe an conference on computational learning theory (EuroCOLT'95), March 13–15, 1995
Improved Boosting Algorithms Using Confidence-rated Predictions
Machine Learning - The Eleventh Annual Conference on computational Learning Theory
Proceedings of the ninth international conference on Information and knowledge management
A new family of online algorithms for category ranking
SIGIR '02 Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval
Introduction to Modern Information Retrieval
Introduction to Modern Information Retrieval
Cranking: Combining Rankings Using Conditional Probability Models on Permutations
ICML '02 Proceedings of the Nineteenth International Conference on Machine Learning
Discriminative Reranking for Natural Language Parsing
ICML '00 Proceedings of the Seventeenth International Conference on Machine Learning
Efficient information gathering on the Internet
FOCS '96 Proceedings of the 37th Annual Symposium on Foundations of Computer Science
SPoT: a trainable sentence planner
NAACL '01 Proceedings of the second meeting of the North American Chapter of the Association for Computational Linguistics on Language technologies
Estimation of Dependences Based on Empirical Data: Springer Series in Statistics (Springer Series in Statistics)
Journal of Artificial Intelligence Research
Empirical analysis of predictive algorithms for collaborative filtering
UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence
IEEE Transactions on Information Theory
Learning to summarise XML documents using content and structure
Proceedings of the 14th ACM international conference on Information and knowledge management
Using RankBoost to compare retrieval systems
Proceedings of the 14th ACM international conference on Information and knowledge management
Learning to rank using gradient descent
ICML '05 Proceedings of the 22nd international conference on Machine learning
Supervised Ordering — An Empirical Survey
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
Neural Computation
ICML '06 Proceedings of the 23rd international conference on Machine learning
Learning user preferences for sets of objects
ICML '06 Proceedings of the 23rd international conference on Machine learning
Adapting ranking SVM to document retrieval
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
High accuracy retrieval with multiple nested ranker
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
Tensor-CUR decompositions for tensor-based data
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Exploiting AUC for optimal linear combinations of dichotomizers
Pattern Recognition Letters - Special issue: ROC analysis in pattern recognition
EnjoyPhoto: a vertical image search engine for enjoying high-quality photos
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Ranking web objects from multiple communities
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Boosting-based parse reranking with subtree features
ACL '05 Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics
A machine learning based approach to evaluating retrieval systems
HLT-NAACL '06 Proceedings of the main conference on Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics
Concave Learners for Rankboost
The Journal of Machine Learning Research
On rank-based effectiveness measures and optimization
Information Retrieval
Learning-based summarisation of XML documents
Information Retrieval
Ranking with multiple hyperplanes
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
A regression framework for learning ranking functions using relative relevance judgments
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
FRank: a ranking method with fidelity loss
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
AdaRank: a boosting algorithm for information retrieval
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Real-time ranking with concept drift using expert advice
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
The feature and spatial covariant kernel: adding implicit spatial constraints to histogram
Proceedings of the 6th ACM international conference on Image and video retrieval
Video search in concept subspace: a text-like paradigm
Proceedings of the 6th ACM international conference on Image and video retrieval
Video diver: generic video indexing with diverse features
Proceedings of the international workshop on Workshop on multimedia information retrieval
Combining multimodal preferences for multimedia information retrieval
Proceedings of the international workshop on Workshop on multimedia information retrieval
Predictive user click models based on click-through history
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Learning query-biased web page summarization
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Fast learning of document ranking functions with the committee perceptron
WSDM '08 Proceedings of the 2008 International Conference on Web Search and Data Mining
Maximizing the area under the ROC curve by pairwise feature combination
Pattern Recognition
Query-level loss functions for information retrieval
Information Processing and Management: an International Journal
Modeling local coherence: An entity-based approach
Computational Linguistics
ACM Transactions on Asian Language Information Processing (TALIP)
Improving relevance judgment of web search results with image excerpts
Proceedings of the 17th international conference on World Wide Web
Ranking refinement and its application to information retrieval
Proceedings of the 17th international conference on World Wide Web
Learning to rank relational objects and its application to web search
Proceedings of the 17th international conference on World Wide Web
Finding the right facts in the crowd: factoid question answering over social media
Proceedings of the 17th international conference on World Wide Web
Robust reductions from ranking to classification
Machine Learning
Automatic feature localisation with constrained local models
Pattern Recognition
ACM SIGACT News
Optimizing estimated loss reduction for active sampling in rank learning
Proceedings of the 25th international conference on Machine learning
Query-level stability and generalization in learning to rank
Proceedings of the 25th international conference on Machine learning
The Journal of Machine Learning Research
A boosting algorithm for learning bipartite ranking functions with partially labeled data
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Directly optimizing evaluation measures in learning to rank
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Query dependent ranking using K-nearest neighbor
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
A study of learning a merge model for multilingual information retrieval
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Learning to rank with partially-labeled data
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Learning to rank at query-time using association rules
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Maximizing area under ROC curve for biometric scores fusion
Pattern Recognition
Hinge Rank Loss and the Area Under the ROC Curve
ECML '07 Proceedings of the 18th European conference on Machine Learning
Boosting over Groups and Its Application to Acronym-Expansion Extraction
ADMA '08 Proceedings of the 4th international conference on Advanced Data Mining and Applications
Approximation of the Optimal ROC Curve and a Tree-Based Ranking Algorithm
ALT '08 Proceedings of the 19th international conference on Algorithmic Learning Theory
Smooth Boosting for Margin-Based Ranking
ALT '08 Proceedings of the 19th international conference on Algorithmic Learning Theory
Are click-through data adequate for learning web search rankings?
Proceedings of the 17th ACM conference on Information and knowledge management
AdaSum: an adaptive model for summarization
Proceedings of the 17th ACM conference on Information and knowledge management
Trada: tree based ranking function adaptation
Proceedings of the 17th ACM conference on Information and knowledge management
Boosting the ranking function learning process using clustering
Proceedings of the 10th ACM workshop on Web information and data management
An experimental comparison of performance measures for classification
Pattern Recognition Letters
Real time google and live image search re-ranking
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Using English information in non-English web search
Proceedings of the 2nd ACM workshop on Improving non english web searching
FPGA Acceleration of RankBoost in Web Search Engines
ACM Transactions on Reconfigurable Technology and Systems (TRETS)
Knowledge and Information Systems
Building a Compact Relevant Sample Coverage for Relevance Feedback in Content-Based Image Retrieval
ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part I
Discriminative Learning for Deformable Shape Segmentation: A Comparative Study
ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part I
Bagging, Random Subspace Method and Biding
SSPR & SPR '08 Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Proceedings of the Second ACM International Conference on Web Search and Data Mining
Incremental learning to rank with partially-labeled data
Proceedings of the 2009 workshop on Web Search Click Data
An efficient algorithm for learning to rank from preference graphs
Machine Learning
Fast dynamic reranking in large graphs
Proceedings of the 18th international conference on World wide web
CICLing '09 Proceedings of the 10th International Conference on Computational Linguistics and Intelligent Text Processing
Semi-supervised document retrieval
Information Processing and Management: an International Journal
Active Sampling for Rank Learning via Optimizing the Area under the ROC Curve
ECIR '09 Proceedings of the 31th European Conference on IR Research on Advances in Information Retrieval
Joint Ranking for Multilingual Web Search
ECIR '09 Proceedings of the 31th European Conference on IR Research on Advances in Information Retrieval
Combination of Documents Features Based on Simulated Click-through Data
ECIR '09 Proceedings of the 31th European Conference on IR Research on Advances in Information Retrieval
A Simple Linear Ranking Algorithm Using Query Dependent Intercept Variables
ECIR '09 Proceedings of the 31th European Conference on IR Research on Advances in Information Retrieval
RV-SVM: An Efficient Method for Learning Ranking SVM
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Generalization analysis of listwise learning-to-rank algorithms
ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning
Ranking with ordered weighted pairwise classification
ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning
BoltzRank: learning to maximize expected ranking gain
ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning
BBM: bayesian browsing model from petabyte-scale data
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Beyond log-linear models: boosted minimum error rate training for N-best Re-ranking
HLT-Short '08 Proceedings of the 46th Annual Meeting of the Association for Computational Linguistics on Human Language Technologies: Short Papers
Probabilistic Ranking Support Vector Machine
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II
Towards a semantic self-organising web page-ranking mechanism using computational geometry
MAMECTIS'08 Proceedings of the 10th WSEAS international conference on Mathematical methods, computational techniques and intelligent systems
Swarming to rank for information retrieval
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Combining audio content and social context for semantic music discovery
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
Document selection methodologies for efficient and effective learning-to-rank
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
Reciprocal rank fusion outperforms condorcet and individual rank learning methods
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
Predicting electricity distribution feeder failures using machine learning susceptibility analysis
IAAI'06 Proceedings of the 18th conference on Innovative applications of artificial intelligence - Volume 2
A joint information model for n-best ranking
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
Ranking reader emotions using pairwise loss minimization and emotional distribution regression
EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Learning Preferences with Hidden Common Cause Relations
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part I
Learning to Rank for Information Retrieval
Foundations and Trends in Information Retrieval
Relationship identification for social network discovery
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 1
Semi-supervised ensemble ranking
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2
Ranking vs. regression in machine translation evaluation
StatMT '08 Proceedings of the Third Workshop on Statistical Machine Translation
Image categorization combining neighborhood methods and boosting
LS-MMRM '09 Proceedings of the First ACM workshop on Large-scale multimedia retrieval and mining
OrdRank: Learning to Rank with Ordered Multiple Hyperplanes
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Ensemble methods for improving the performance of neighborhood-based collaborative filtering
Proceedings of the third ACM conference on Recommender systems
Learning to rank with a novel kernel perceptron method
Proceedings of the 18th ACM conference on Information and knowledge management
A general magnitude-preserving boosting algorithm for search ranking
Proceedings of the 18th ACM conference on Information and knowledge management
Learning to rank from Bayesian decision inference
Proceedings of the 18th ACM conference on Information and knowledge management
Efficient feature weighting methods for ranking
Proceedings of the 18th ACM conference on Information and knowledge management
ROSE: retail outlet site evaluation by learning with both sample and feature preference
Proceedings of the 18th ACM conference on Information and knowledge management
Learning to rank using evolutionary computation: immune programming or genetic programming?
Proceedings of the 18th ACM conference on Information and knowledge management
To divide and conquer search ranking by learning query difficulty
Proceedings of the 18th ACM conference on Information and knowledge management
Feature selection for ranking using boosted trees
Proceedings of the 18th ACM conference on Information and knowledge management
Automatic query generation for patent search
Proceedings of the 18th ACM conference on Information and knowledge management
Minimum rank error language modeling
IEEE Transactions on Audio, Speech, and Language Processing
Learning optimal subsets with implicit user preferences
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
IEEE Transactions on Information Theory
A Computer-Aided Diagnosis System of Nuclear Cataract via Ranking
MICCAI '09 Proceedings of the 12th International Conference on Medical Image Computing and Computer-Assisted Intervention: Part II
A Boosting Approach for Learning to Rank Using SVD with Partially Labeled Data
AIRS '09 Proceedings of the 5th Asia Information Retrieval Symposium on Information Retrieval Technology
Rough Set Approach to Knowledge Discovery about Preferences
ICCCI '09 Proceedings of the 1st International Conference on Computational Collective Intelligence. Semantic Web, Social Networks and Multiagent Systems
Learning Query-Dependent Distance Metrics for Interactive Image Retrieval
ICVS '09 Proceedings of the 7th International Conference on Computer Vision Systems: Computer Vision Systems
Knowledge-Based Concept Score Fusion for Multimedia Retrieval
AMT '09 Proceedings of the 5th International Conference on Active Media Technology
SIGDIAL '09 Proceedings of the SIGDIAL 2009 Conference: The 10th Annual Meeting of the Special Interest Group on Discourse and Dialogue
Ranking with query-dependent loss for web search
Proceedings of the third ACM international conference on Web search and data mining
IntervalRank: isotonic regression with listwise and pairwise constraints
Proceedings of the third ACM international conference on Web search and data mining
Improving quality of training data for learning to rank using click-through data
Proceedings of the third ACM international conference on Web search and data mining
FPMR: MapReduce framework on FPGA
Proceedings of the 18th annual ACM/SIGDA international symposium on Field programmable gate arrays
Margin-based Ranking and an Equivalence between AdaBoost and RankBoost
The Journal of Machine Learning Research
The P-Norm Push: A Simple Convex Ranking Algorithm that Concentrates at the Top of the List
The Journal of Machine Learning Research
An empirical boosting scheme for ROC-based genetic programming classifiers
EuroGP'07 Proceedings of the 10th European conference on Genetic programming
Robust reductions from ranking to classification
COLT'07 Proceedings of the 20th annual conference on Learning theory
Ranking specialization for web search: a divide-and-conquer approach by using topical RankSVM
Proceedings of the 19th international conference on World wide web
Actively predicting diverse search intent from user browsing behaviors
Proceedings of the 19th international conference on World wide web
Proceedings of the 19th international conference on World wide web
Complex objects ranking: a relational data mining approach
Proceedings of the 2010 ACM Symposium on Applied Computing
Enhancing educational-material retrieval using authored-lesson metadata
SPIRE'07 Proceedings of the 14th international conference on String processing and information retrieval
Ordinal classification with decision rules
MCD'07 Proceedings of the 3rd ECML/PKDD international conference on Mining complex data
An immune programming-based ranking function discovery approach for effective information retrieval
Expert Systems with Applications: An International Journal
Mining Query Logs: Turning Search Usage Data into Knowledge
Foundations and Trends in Information Retrieval
Multiple feature fusion for social media applications
Proceedings of the 2010 ACM SIGMOD International Conference on Management of data
International Journal of Knowledge and Web Intelligence
Adaptive estimation of the optimal ROC curve and a bipartite ranking algorithm
ALT'09 Proceedings of the 20th international conference on Algorithmic learning theory
Unsupervised multi-feature tag relevance learning for social image retrieval
Proceedings of the ACM International Conference on Image and Video Retrieval
Gradient descent optimization of smoothed information retrieval metrics
Information Retrieval
Introduction to special issue on learning to rank for information retrieval
Information Retrieval
Knowledge transfer for cross domain learning to rank
Information Retrieval
Efficient algorithms for ranking with SVMs
Information Retrieval
Learning to rank only using training data from related domain
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
Active learning for ranking through expected loss optimization
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
SED: supervised experimental design and its application to text classification
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
Incorporating post-click behaviors into a click model
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
Combined regression and ranking
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
LETOR: A benchmark collection for research on learning to rank for information retrieval
Information Retrieval
Supervised multidimensional scaling for visualization, classification, and bipartite ranking
Computational Statistics & Data Analysis
Bayesian Browsing Model: Exact Inference of Document Relevance from Petabyte-Scale Data
ACM Transactions on Knowledge Discovery from Data (TKDD)
The Journal of Machine Learning Research
Aggregating preference graphs for collaborative rating prediction
Proceedings of the fourth ACM conference on Recommender systems
RankSVR: can preference data help regression?
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Directly optimizing evaluation measures in learning to rank based on the clonal selection algorithm
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Select-the-Best-Ones: A new way to judge relative relevance
Information Processing and Management: an International Journal
Semi-supervised ranking for document retrieval
Computer Speech and Language
ListBM: a learning-to-rank method for XML keyword search
INEX'09 Proceedings of the Focused retrieval and evaluation, and 8th international conference on Initiative for the evaluation of XML retrieval
A linear combination of classifiers via rank margin maximization
SSPR&SPR'10 Proceedings of the 2010 joint IAPR international conference on Structural, syntactic, and statistical pattern recognition
Conditional ranking on relational data
ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part II
Fast active exploration for link-based preference learning using Gaussian processes
ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part III
Ordinal extreme learning machine
Neurocomputing
Learning to rank using 1-norm regularization and convex hull reduction
Proceedings of the 48th Annual Southeast Regional Conference
Learning to rank with document ranks and scores
Knowledge-Based Systems
A compositional exemplar-based model for hair segmentation
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part III
Calibrated lazy associative classification
Information Sciences: an International Journal
Learning to rank for why-question answering
Information Retrieval
Training linear ranking SVMs in linearithmic time using red-black trees
Pattern Recognition Letters
Person-specific age estimation under ranking framework
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
Transductive learning to rank using association rules
Expert Systems with Applications: An International Journal
Weight-based boosting model for cross-domain relevance ranking adaptation
ECIR'11 Proceedings of the 33rd European conference on Advances in information retrieval
RankDE: learning a ranking function for information retrieval using differential evolution
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Query weighting for ranking model adaptation
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Bagging gradient-boosted trees for high precision, low variance ranking models
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Learning to rank for freshness and relevance
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
A boosting approach to improving pseudo-relevance feedback
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Associative tag recommendation exploiting multiple textual features
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Parallel learning to rank for information retrieval
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Best document selection based on approximate utility optimization
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
A large-scale study of the effect of training set characteristics over learning-to-rank algorithms
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Selecting optimal training data for learning to rank
Information Processing and Management: an International Journal
Learning a merge model for multilingual information retrieval
Information Processing and Management: an International Journal
Reducing position-sensitive subset ranking to classification
Canadian AI'11 Proceedings of the 24th Canadian conference on Advances in artificial intelligence
Learning Transformation Models for Ranking and Survival Analysis
The Journal of Machine Learning Research
Learning a Robust Relevance Model for Search Using Kernel Methods
The Journal of Machine Learning Research
ListOPT: learning to optimize for XML ranking
PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part II
An improved training algorithm for the linear ranking support vector machine
ICANN'11 Proceedings of the 21th international conference on Artificial neural networks - Volume Part I
A robust ranking methodology based on diverse calibration of AdaBoost
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part I
Clustering rankings in the fourier domain
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part I
Multiview semi-supervised learning for ranking multilingual documents
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part III
Learning multiple metrics for ranking
Frontiers of Computer Science in China
Ranking function adaptation with boosting trees
ACM Transactions on Information Systems (TOIS)
LIP6 at INEX'10: OWPC for ad hoc track
INEX'10 Proceedings of the 9th international conference on Initiative for the evaluation of XML retrieval: comparative evaluation of focused retrieval
Learning to rank with nonlinear monotonic ensemble
MCS'11 Proceedings of the 10th international conference on Multiple classifier systems
Approximate reduction from AUC maximization to 1-norm soft margin optimization
ALT'11 Proceedings of the 22nd international conference on Algorithmic learning theory
Tag recommendation for georeferenced photos
Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Location-Based Social Networks
Semi-supervised learning to rank with preference regularization
Proceedings of the 20th ACM international conference on Information and knowledge management
A pairwise ranking based approach to learning with positive and unlabeled examples
Proceedings of the 20th ACM international conference on Information and knowledge management
Content quality based image retrieval with multiple instance boost ranking
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Random partial paired comparison for subjective video quality assessment via hodgerank
MM '11 Proceedings of the 19th ACM international conference on Multimedia
On Equivalence Relationships Between Classification and Ranking Algorithms
The Journal of Machine Learning Research
High performance classifiers combination for handwritten digit recognition
ICAPR'05 Proceedings of the Third international conference on Advances in Pattern Recognition - Volume Part I
Large-Margin thresholded ensembles for ordinal regression: theory and practice
ALT'06 Proceedings of the 17th international conference on Algorithmic Learning Theory
Learning to associate relevant photos to georeferenced textual documents
Proceedings of the 19th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems
Example based non-rigid shape detection
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part IV
Dynamic ensemble re-construction for better ranking
PKDD'05 Proceedings of the 9th European conference on Principles and Practice of Knowledge Discovery in Databases
COLT'06 Proceedings of the 19th annual conference on Learning Theory
ClickRank: Learning Session-Context Models to Enrich Web Search Ranking
ACM Transactions on the Web (TWEB)
Proceedings of the fifth ACM international conference on Web search and data mining
Incorporating revisiting behaviors into click models
Proceedings of the fifth ACM international conference on Web search and data mining
Maximum margin ranking algorithms for information retrieval
ECIR'2010 Proceedings of the 32nd European conference on Advances in Information Retrieval
Ranking and scoring using empirical risk minimization
COLT'05 Proceedings of the 18th annual conference on Learning Theory
Learnability of bipartite ranking functions
COLT'05 Proceedings of the 18th annual conference on Learning Theory
Stability and generalization of bipartite ranking algorithms
COLT'05 Proceedings of the 18th annual conference on Learning Theory
Assessing user simulation for dialog systems using human judges and automatic evaluation measures
Natural Language Engineering
An online AUC formulation for binary classification
Pattern Recognition
Collaborative ranking: a case study on entity linking
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
A noise-tolerant graphical model for ranking
Information Processing and Management: an International Journal
Automatic text summarization based on word-clusters and ranking algorithms
ECIR'05 Proceedings of the 27th European conference on Advances in Information Retrieval Research
Relay boost fusion for learning rare concepts in multimedia
CIVR'06 Proceedings of the 5th international conference on Image and Video Retrieval
A multi-classifier approach to face image segmentation for travel documents
Expert Systems with Applications: An International Journal
Learning to rank documents using similarity information between objects
ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part II
Unsupervised object ranking using not even weak experts
ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part I
Flexible sample selection strategies for transfer learning in ranking
Information Processing and Management: an International Journal
ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing
Spotting fake reviewer groups in consumer reviews
Proceedings of the 21st international conference on World Wide Web
A multimedia retrieval framework based on automatic graded relevance judgments
MMM'12 Proceedings of the 18th international conference on Advances in Multimedia Modeling
Query-dependent rank aggregation with local models
AIRS'11 Proceedings of the 7th Asia conference on Information Retrieval Technology
Construct weak ranking functions for learning linear ranking function
AIRS'11 Proceedings of the 7th Asia conference on Information Retrieval Technology
Large-margin feature selection for monotonic classification
Knowledge-Based Systems
The K-armed dueling bandits problem
Journal of Computer and System Sciences
Efficient rank aggregation using partial data
Proceedings of the 12th ACM SIGMETRICS/PERFORMANCE joint international conference on Measurement and Modeling of Computer Systems
Ball ranking machines for content-based multimedia retrieval
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Two
LePrEF: Learn to precompute evidence fusion for efficient query evaluation
Journal of the American Society for Information Science and Technology
Recommending Flickr groups with social topic model
Information Retrieval
An efficient method for learning nonlinear ranking SVM functions
Information Sciences: an International Journal
Proceedings of the 2012 Joint EDBT/ICDT Workshops
A Learning to Rank framework applied to text-image retrieval
Multimedia Tools and Applications
On ranking and generalization bounds
The Journal of Machine Learning Research
Top-k learning to rank: labeling, ranking and evaluation
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
Visual interactive failure analysis: supporting users in information retrieval evaluation
Proceedings of the 4th Information Interaction in Context Symposium
Detecting clusters of microcalcifications with a cascade-based approach
IWDM'12 Proceedings of the 11th international conference on Breast Imaging
Generic subset ranking using binary classifiers
Theoretical Computer Science
A preference learning approach to sentence ordering for multi-document summarization
Information Sciences: an International Journal
A fast multi-scale covariance descriptor for object re-identification
Pattern Recognition Letters
Swarming to rank for recommender systems
Proceedings of the sixth ACM conference on Recommender systems
An Online Learning Framework for Refining Recency Search Results with User Click Feedback
ACM Transactions on Information Systems (TOIS)
LIMSI: learning semantic similarity by selecting random word subsets
SemEval '12 Proceedings of the First Joint Conference on Lexical and Computational Semantics - Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation
Riffled independence for efficient inference with partial rankings
Journal of Artificial Intelligence Research
RankPref: ranking sentences describing relations between biomedical entities with an application
BioNLP '12 Proceedings of the 2012 Workshop on Biomedical Natural Language Processing
Learning to rank for robust question answering
Proceedings of the 21st ACM international conference on Information and knowledge management
Learning to rank duplicate bug reports
Proceedings of the 21st ACM international conference on Information and knowledge management
Information Sciences: an International Journal
Variance maximization via noise injection for active sampling in learning to rank
Proceedings of the 21st ACM international conference on Information and knowledge management
Extractive speech summarization using evaluation metric-related training criteria
Information Processing and Management: an International Journal
Mining contextual preference rules for building user profiles
DaWaK'12 Proceedings of the 14th international conference on Data Warehousing and Knowledge Discovery
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part I
Can social features help learning to rank youtube videos?
WISE'12 Proceedings of the 13th international conference on Web Information Systems Engineering
Active hashing and its application to image and text retrieval
Data Mining and Knowledge Discovery
Learning conditional preference network from noisy samples using hypothesis testing
Knowledge-Based Systems
Predicting content change on the web
Proceedings of the sixth ACM international conference on Web search and data mining
A multi-stage learning framework for intelligent system
Expert Systems with Applications: An International Journal
Ordinal regularized manifold feature extraction for image ranking
Signal Processing
Effect on generalization of using relational information in list-wise algorithms
ICPCA/SWS'12 Proceedings of the 2012 international conference on Pervasive Computing and the Networked World
Modeling reformulation using query distributions
ACM Transactions on Information Systems (TOIS)
Fusing Text and Frienships for Location Inference in Online Social Networks
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Two-Stage learning to rank for information retrieval
ECIR'13 Proceedings of the 35th European conference on Advances in Information Retrieval
High order pLSA for indexing tagged images
Signal Processing
Mining large streams of user data for personalized recommendations
ACM SIGKDD Explorations Newsletter
Learning a quality-based ranking for feature point trajectories
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part III
Learning-Based interactive retrieval in large-scale multimedia collections
AMR'11 Proceedings of the 9th international conference on Adaptive Multimedia Retrieval: large-scale multimedia retrieval and evaluation
A mutual information-based framework for the analysis of information retrieval systems
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
Ranking-oriented nearest-neighbor based method for automatic image annotation
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
Spotting opinion spammers using behavioral footprints
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Direct optimization of ranking measures for learning to rank models
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Learning to question: leveraging user preferences for shopping advice
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
MLRank: Multi-correlation Learning to Rank for image annotation
Pattern Recognition
A framework for learning and analyzing hybrid recommenders based on heterogeneous semantic data
Proceedings of the 10th Conference on Open Research Areas in Information Retrieval
Big & personal: data and models behind netflix recommendations
Proceedings of the 2nd International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications
Efficient gradient descent algorithm for sparse models with application in learning-to-rank
Knowledge-Based Systems
The Journal of Machine Learning Research
Is top-k sufficient for ranking?
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Improving passage ranking with user behavior information
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Retargeted matrix factorization for collaborative filtering
Proceedings of the 7th ACM conference on Recommender systems
KDD Cup 2013 - author-paper identification challenge: second place team
Proceedings of the 2013 KDD Cup 2013 Workshop
Uniform convergence, stability and learnability for ranking problems
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Towards effective prioritizing water pipe replacement and rehabilitation
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
The whens and hows of learning to rank for web search
Information Retrieval
RankCNN: When learning to rank encounters the pseudo preference feedback
Computer Standards & Interfaces
Proceedings of the 23rd international conference on World wide web
Automatic preference learning on numeric and multi-valued categorical attributes
Knowledge-Based Systems
Improving ranking performance with cost-sensitive ordinal classification via regression
Information Retrieval
Machine Learning
Robust ordinal regression in preference learning and ranking
Machine Learning
Learning to Rank with Extreme Learning Machine
Neural Processing Letters
Combining multiple predictive models using genetic algorithms
Intelligent Data Analysis - Combined Learning Methods and Mining Complex Data
Journal of Signal Processing Systems
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We study the problem of learning to accurately rank a set of objects by combining a given collection of ranking or preference functions. This problem of combining preferences arises in several applications, such as that of combining the results of different search engines, or the "collaborative-filtering" problem of ranking movies for a user based on the movie rankings provided by other users. In this work, we begin by presenting a formal framework for this general problem. We then describe and analyze an efficient algorithm called RankBoost for combining preferences based on the boosting approach to machine learning. We give theoretical results describing the algorithm's behavior both on the training data, and on new test data not seen during training. We also describe an efficient implementation of the algorithm for a particular restricted but common case. We next discuss two experiments we carried out to assess the performance of RankBoost. In the first experiment, we used the algorithm to combine different web search strategies, each of which is a query expansion for a given domain. The second experiment is a collaborative-filtering task for making movie recommendations.