Machine Learning Methods for Ranking

Stock portfolio selection using learning-to-rank algorithms with news sentiment

(2017) Qiang Song et al.   NEUROCOMPUTING

A machine learning approach for ranking clusters of docked protein-protein complexes by pairwise cluster comparison

(2017) Erik Pfeiffenberger et al.   PROTEINS-STRUCTURE FUNCTION AND BIOINFORMATICS

Listwise Learning to Rank by Exploring Structure of Objects

(2016) Ou Wu et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Active Learning for Ranking through Expected Loss Optimization

(2015) Bo Long et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Training query filtering for semi-supervised learning to rank with pseudo labels

(2015) Xin Zhang et al.   WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS

A community effort to assess and improve drug sensitivity prediction algorithms

(2014) James C Costello et al.   NATURE BIOTECHNOLOGY

FSMRank: Feature Selection Algorithm for Learning to Rank

(2013) Han-Jiang Lai et al.   IEEE Transactions on Neural Networks and Learning Systems

Nonconvex Regularizations for Feature Selection in Ranking With Sparse SVM

(2013) Lea Laporte et al.   IEEE Transactions on Neural Networks and Learning Systems

A learning-to-rank method for information updating task

(2012) Minh Quang Nhat Pham et al.   APPLIED INTELLIGENCE

Sparse Learning-to-Rank via an Efficient Primal-Dual Algorithm

(2012) Hanjiang Lai et al.   IEEE TRANSACTIONS ON COMPUTERS

SortNet: Learning to Rank by a Neural Preference Function

(2011) L. Rigutini et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Semi-supervised ranking for document retrieval

(2010) Kevin Duh et al.   COMPUTER SPEECH AND LANGUAGE

A general approximation framework for direct optimization of information retrieval measures

(2009) Tao Qin et al.   Information Retrieval Journal

Gradient descent optimization of smoothed information retrieval metrics

(2009) Olivier Chapelle et al.   Information Retrieval Journal

LETOR: A benchmark collection for research on learning to rank for information retrieval

(2009) Tao Qin et al.   Information Retrieval Journal

DistanceRank: An intelligent ranking algorithm for web pages

(2007) Ali Mohammad Zareh Bidoki et al.   INFORMATION PROCESSING & MANAGEMENT