Franco Maria Nardini

According to our database1, Franco Maria Nardini authored at least 67 papers between 2008 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2019
Parallel Traversal of Large Ensembles of Decision Trees.
IEEE Trans. Parallel Distrib. Syst., 2019

Fast Approximate Filtering of Search Results Sorted by Attribute.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Learning to Rank in Theory and Practice: From Gradient Boosting to Neural Networks and Unbiased Learning.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Enhanced News Retrieval: Passages Lead the Way!
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

2018
Crowdsourced Social Data for Recommending Tourist Itineraries.
Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018

X-CLEaVER: Learning Ranking Ensembles by Growing and Pruning Trees.
ACM TIST, 2018

Item-driven group formation.
Online Social Networks and Media, 2018

Selective Gradient Boosting for Effective Learning to Rank.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Efficient and Effective Query Expansion for Web Search.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Analysing Trajectories of Mobile Users: From Data Warehouses to Recommender Systems.
Proceedings of the A Comprehensive Guide Through the Italian Database Research Over the Last 25 Years., 2018

2017
Perception of social phenomena through the multidimensional analysis of online social networks.
Online Social Networks and Media, 2017

X-DART: Blending Dropout and Pruning for Efficient Learning to Rank.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

RankEval: An Evaluation and Analysis Framework for Learning-to-Rank Solutions.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

QuickScorer: Efficient Traversal of Large Ensembles of Decision Trees.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

Multicore/Manycore Parallel Traversal of Large Forests of Regression Trees.
Proceedings of the 2017 International Conference on High Performance Computing & Simulation, 2017

The Impact of Negative Samples on Learning to Rank.
Proceedings of the 1st International Workshop on LEARning Next gEneration Rankers co-located with the 3rd ACM International Conference on the Theory of Information Retrieval (ICTIR 2017), 2017

Efficiency/Effectiveness Trade-offs in Learning to Rank.
Proceedings of the ACM SIGIR International Conference on Theory of Information Retrieval, 2017

2016
Fast Ranking with Additive Ensembles of Oblivious and Non-Oblivious Regression Trees.
ACM Trans. Inf. Syst., 2016

Quality versus efficiency in document scoring with learning-to-rank models.
Inf. Process. Manage., 2016

Fast Traversal of Large Ensembles of Regression Trees.
ERCIM News, 2016

Exploiting CPU SIMD Extensions to Speed-up Document Scoring with Tree Ensembles.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Post-Learning Optimization of Tree Ensembles for Efficient Ranking.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Ranking Documents Effciently with QuickScorer.
Proceedings of the 24th Italian Symposium on Advanced Database Systems, 2016

Group Finder: An Item-Driven Group Formation Framework.
Proceedings of the IEEE 17th International Conference on Mobile Data Management, 2016

User-Item Group Formation with GroupFinder.
Proceedings of the 7th Italian Information Retrieval Workshop, 2016

Understanding Human Mobility During Events in Foursquare.
Proceedings of the 7th Italian Information Retrieval Workshop, 2016

Speeding-up Document Scoring with Tree Ensembles using CPU SIMD Extensions.
Proceedings of the 7th Italian Information Retrieval Workshop, 2016

Post-Learning Optimization of Tree Ensembles.
Proceedings of the 7th Italian Information Retrieval Workshop, 2016

GPU-based Parallelization of QuickScorer to Speed-up Document Ranking with Tree Ensembles.
Proceedings of the 7th Italian Information Retrieval Workshop, 2016

Learning to Rank User Queries to Detect Search Tasks.
Proceedings of the 2016 ACM on International Conference on the Theory of Information Retrieval, 2016

Fast Feature Selection for Learning to Rank.
Proceedings of the 2016 ACM on International Conference on the Theory of Information Retrieval, 2016

Sentiment-enhanced multidimensional analysis of online social networks: Perception of the mediterranean refugees crisis.
Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016

2015
On Learning Prediction Models for Tourists Paths.
ACM TIST, 2015

Planning sightseeing tours using crowdsensed trajectories.
SIGSPATIAL Special, 2015

On planning sightseeing tours with TripBuilder.
Inf. Process. Manage., 2015

QuickScorer: A Fast Algorithm to Rank Documents with Additive Ensembles of Regression Trees.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

Speeding up Document Ranking with Rank-based Features.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

MUSETS: Diversity-Aware Web Query Suggestions for Shortening User Sessions.
Proceedings of the Foundations of Intelligent Systems - 22nd International Symposium, 2015

Gamification in Information Retrieval: State of the Art, Challenges and Opportunities.
Proceedings of the 6th Italian Information Retrieval Workshop, 2015

QuickRank: a C++ Suite of Learning to Rank Algorithms.
Proceedings of the 6th Italian Information Retrieval Workshop, 2015

Scaling up the Mining of Semantically-enriched Trajectories: TripBuilder at the World Level.
Proceedings of the 6th Italian Information Retrieval Workshop, 2015

2014
LearNext: Learning to Predict Tourists Movements.
Proceedings of the 5th Italian Information Retrieval Workshop, 2014

TripBuilder: A Tool for Recommending Sightseeing Tours.
Proceedings of the Advances in Information Retrieval, 2014

2013
Learning to shorten query sessions.
Proceedings of the 22nd International World Wide Web Conference, 2013

When entities meet query recommender systems: semantic search shortcuts.
Proceedings of the 28th Annual ACM Symposium on Applied Computing, 2013

On Suggesting Entities as Web Search Queries.
Proceedings of the 4th Italian Information Retrieval Workshop, 2013

Where shall we go today?: planning touristic tours with tripbuilder.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

LearNext: learning to predict tourists movements.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012
Generating suggestions for queries in the long tail with an inverted index.
Inf. Process. Manage., 2012

RecTour: A Recommender System for Tourists.
Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology, 2012

Interactive and context-aware tag spell check and correction.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

A Trajectory-Based Recommender System for Tourism.
Proceedings of the Active Media Technology - 8th International Conference, 2012

2011
Efficient Diversification of Web Search Results.
PVLDB, 2011

Discovering Europeana Users' Search Behavior.
ERCIM News, 2011

Efficient diversification of search results using query logs.
Proceedings of the 20th International Conference on World Wide Web, 2011

RGU-ISTI-Essex at TREC 2011 Session Track.
Proceedings of The Twentieth Text REtrieval Conference, 2011

Improving Europeana Search Experience Using Query Logs.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2011

2010
On Tag Spell Checking.
Proceedings of the String Processing and Information Retrieval, 2010

Incremental Algorithms for Effective and Efficient Query Recommendation.
Proceedings of the String Processing and Information Retrieval, 2010

The effects of time on query flow graph-based models for query suggestion.
Proceedings of the Recherche d'Information Assistée par Ordinateur, 2010

Resource discovery support for time-critical adaptive applications.
Proceedings of the 6th International Wireless Communications and Mobile Computing Conference, 2010

Refreshing Models to Provide Timely Query Recommendations.
Proceedings of the IIR 2010, 2010

2009
Bifurcation analysis of a dynamic duopoly model with heterogeneous costs and behavioural rules.
Mathematics and Computers in Simulation, 2009

Sorting using BItonic netwoRk wIth CUDA.
Proceedings of the 7th Workshop on Large-Scale Distributed Systems for Information Retrieval, 2009

Aging effects on query flow graphs for query suggestion.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008
SPRANKER: A Discovery Tool to Rank Service Providers Using Quality of Experience.
ERCIM News, 2008

Collaborative ranking of grid-enabled workflow service providers.
Proceedings of the 17th International Symposium on High-Performance Distributed Computing (HPDC-17 2008), 2008


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