News and Notes Archive
Aug. 09 2019
Adversarial Training of Gradient-Boosted Decision Trees
Aug. 07 2018
Efficient and Effective Query Expansion for Web Search
Aug. 07 2018
Continuation Methods and Curriculum Learning for Learning to Rank
Nov. 11 2017
FastForest: Learning Gradient-Boosted Regression Trees for Classification, Regression and Ranking
May 03 2018
Tutorial: Efficiency/Effectiveness Trade-offs in Learning to Rank
Apr. 12 2017
On Including the User Dynamic in Learning to Rank
Apr. 12 2017
X-DART: Blending Dropouts and Pruning for Efficient Learning To Rank
Apr. 12 2017
RankEval: An Evaluation and Analysis Framework for Learning-to-Rank Solutions
Mar. 11 2017
Perception of Social Phenomena through the Multidimensional Analysis of Online Social Networks
Mar. 01 2017
A Motif-based Approach for Identifying Controversy
Dec. 10 2016
SELEcTor: Discovering Similar Entities on LinkEd DaTa by Ranking their Features
Sep. 20 2016
Best Student Paper Award at Document Engineering 2016
Aug. 11 2016
Fast ranking with additive ensembles of oblivious and non-oblivious regression trees
Aug. 01 2016
Computing Reviews’ Notable Books and Articles 2015
July 12 2016
Sentiment-enhanced Multidimensional Analysis of Online Social Networks:
Perception of the Mediterranean Refugees Crisis
July 10 2016
Fast Connected Components Computation in Large Graphs by Vertex Pruning
July 02 2016
Fast Feature Selection for Learning to Rank
July 02 2016
Learning to Rank User Queries to Detect Search Tasks
May 20 2016
Evaluating Top-k Approximate Patterns via Text Clustering
May 19 2016
SEL: a Unified Algorithm for Entity Linking and Saliency Detection
May 18 2016
Quality versus efficiency in document scoring with learning-to-rank models
Apr. 20 2016
RDF Graph Summarization Based on Approximate Patterns
Mar. 31 2016
Post-Learning Optimization of Tree Ensembles for Efficient Ranking
Mar. 31 2016
Exploiting CPU SIMD Extensions to Speed-up
Document Scoring with Tree Ensembles
Mar. 31 2016
Polarized User and Topic Tracking in Twitter
Feb. 29 2016
On the behaviour of deviant communities in online social networks
Dec. 24 2015
Summarizing Linked Data RDF Graphs Using Approximate Graph Pattern Mining
Aug. 11 2015
Best paper at SIGIR 2015!
May. 20 2015
Supervised Evaluation of Top-k Itemset Mining Algorithms
Apr. 23 2015
QuickRank: a C++ Suite of Learning to Rank Algorithms
Apr. 23 2015
Electoral Predictions with Twitter: a Machine-Learning approach
Apr. 17 2015
QuickScorer: a Fast Algorithm to Rank Documents with Additive Ensembles of Regression Trees
Apr. 16 2015
Speeding up Document Ranking with Rank-based Features
Apr. 16 2015
Cracker algorithm for mining connected components in large graphs accepted at ISCC 2015!
Mar. 21 2015
Twitter for election forecasts: a Joint Machine Learning and Complex Network approach applied to an italian case study
Aug. 16 2014
Elianto document annotation demo accepted at CIKM 2014!
Aug. 09 2014
Dexter demo accepted at ISWC 2014!
Apr. 07 2014
Computing Reviews’ Notable Books and Articles 2013
Nov. 13 2013
PaNDa+:
A unifying framework for mining approximate top-k binary patterns
