J. Shane Culpepper

Orcid: 0000-0002-1902-9087

Affiliations:
  • RMIT University, Melbourne, VIC, Australia
  • University of Melbourne, VIC, Australia


According to our database1, J. Shane Culpepper authored at least 131 papers between 2005 and 2024.

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Bibliography

2024
Navigating Data Repositories: Utilizing Line Charts to Discover Relevant Datasets.
Proc. VLDB Endow., August, 2024

Optimizing Data Acquisition to Enhance Machine Learning Performance.
Proc. VLDB Endow., February, 2024

The Story Behind the Lines: Line Charts as a Gateway to Dataset Discovery.
CoRR, 2024

Advanced Dataset Discovery: When Multi-Query-Dataset Cardinality Estimation Matters.
CoRR, 2024

A Fully On-Disk Updatable Learned Index.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Enhancing Human Annotation: Leveraging Large Language Models and Efficient Batch Processing.
Proceedings of the 2024 ACM SIGIR Conference on Human Information Interaction and Retrieval, 2024

2023
Updatable Learned Indexes Meet Disk-Resident DBMS - From Evaluations to Design Choices.
Proc. ACM Manag. Data, 2023

A Simple Yet High-Performing On-disk Learned Index: Can We Have Our Cake and Eat it Too?
CoRR, 2023

Facility Relocation Search For Good: When Facility Exposure Meets User Convenience.
Proceedings of the ACM Web Conference 2023, 2023

Entropy-Based Query Performance Prediction for Neural Information Retrieval Systems.
Proceedings of the The QPP++ 2023: Query Performance Prediction and Its Evaluation in New Tasks Workshop co-located with The 45th European Conference on Information Retrieval ( ECIR), 2023

2022
Topic Difficulty: Collection and Query Formulation Effects.
ACM Trans. Inf. Syst., 2022

Let Trajectories Speak Out the Traffic Bottlenecks.
ACM Trans. Intell. Syst. Technol., 2022

sMARE: a new paradigm to evaluate and understand query performance prediction methods.
Inf. Retr. J., 2022

A Survey on Trajectory Data Management, Analytics, and Learning.
ACM Comput. Surv., 2022

Can Users Predict Relative Query Effectiveness?
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Representative Routes Discovery from Massive Trajectories.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

2021
Dynamic Ridesharing in Peak Travel Periods.
IEEE Trans. Knowl. Data Eng., 2021

Strong natural language query generation.
Inf. Retr. J., 2021

Generalizing Discriminative Retrieval Models using Generative Tasks.
Proceedings of the WWW '21: The Web Conference 2021, 2021

Is Query Performance Prediction With Multiple Query Variations Harder Than Topic Performance Prediction?
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

sMARE: An Enhanced Query Performance Prediction Evaluation Approach (Discussion Paper).
Proceedings of the 29th Italian Symposium on Advanced Database Systems, 2021

Do Hard Topics Exist? A Statistical Analysis.
Proceedings of the 11th Italian Information Retrieval Workshop 2021, 2021

An Enhanced Evaluation Framework for Query Performance Prediction.
Proceedings of the Advances in Information Retrieval, 2021

Bayesian System Inference on Shallow Pools.
Proceedings of the Advances in Information Retrieval, 2021

Different Keystrokes for Different Folks: Visualizing Crowdworker Querying Behavior.
Proceedings of the CHIIR '21: ACM SIGIR Conference on Human Information Interaction and Retrieval, 2021

2020
Fewer topics? A million topics? Both?! On topics subsets in test collections.
Inf. Retr. J., 2020

RMITB at TREC COVID 2020.
CoRR, 2020

RMIT at TREC Deep Learning Track 2020.
Proceedings of the Twenty-Ninth Text REtrieval Conference, 2020

Spatial Object Recommendation with Hints: When Spatial Granularity Matters.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Bayesian Inferential Risk Evaluation On Multiple IR Systems.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Cluster-Based Document Retrieval with Multiple Queries.
Proceedings of the ICTIR '20: The 2020 ACM SIGIR International Conference on the Theory of Information Retrieval, 2020

Temporal Network Representation Learning via Historical Neighborhoods Aggregation.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

CC-News-En: A Large English News Corpus.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Feature Extraction for Large-Scale Text Collections.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019
Boosting Search Performance Using Query Variations.
ACM Trans. Inf. Syst., 2019

Fast Large-Scale Trajectory Clustering.
Proc. VLDB Endow., 2019

Top-k trajectories with the best view.
GeoInformatica, 2019

Joint Optimization of Cascade Ranking Models.
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019

Information Needs, Queries, and Query Performance Prediction.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

On Topic Difficulty in IR Evaluation: The Effect of Systems, Corpora, and System Components.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Accelerated Query Processing Via Similarity Score Prediction.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

A Comparative Analysis of Human and Automatic Query Variants.
Proceedings of the 2019 ACM SIGIR International Conference on Theory of Information Retrieval, 2019

Relevance Modeling with Multiple Query Variations.
Proceedings of the 2019 ACM SIGIR International Conference on Theory of Information Retrieval, 2019

Finding Temporal Influential Users Over Evolving Social Networks.
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

Compressing Inverted Indexes with Recursive Graph Bisection: A Reproducibility Study.
Proceedings of the Advances in Information Retrieval, 2019

On the Pluses and Minuses of Risk.
Proceedings of the Information Retrieval Technology, 2019

Taking Risks with Confidence.
Proceedings of the 24th Australasian Document Computing Symposium, 2019

2018
Finding the optimal location and keywords in obstructed and unobstructed space.
VLDB J., 2018

Batch Processing of Top-<i>k</i> Spatial-Textual Queries.
ACM Trans. Spatial Algorithms Syst., 2018

Reverse k Nearest Neighbor Search over Trajectories.
IEEE Trans. Knowl. Data Eng., 2018

Research Frontiers in Information Retrieval: Report from the Third Strategic Workshop on Information Retrieval in Lorne (SWIRL 2018).
SIGIR Forum, 2018

The Maximum Trajectory Coverage Query in Spatial Databases.
Proc. VLDB Endow., 2018

Query Driven Algorithm Selection in Early Stage Retrieval.
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

A Linear-Time Algorithm for Finding Induced Planar Subgraphs.
Proceedings of the 17th International Symposium on Experimental Algorithms, 2018

RMIT at the 2018 TREC CORE Track.
Proceedings of the Twenty-Seventh Text REtrieval Conference, 2018

Neural Query Performance Prediction using Weak Supervision from Multiple Signals.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Dynamic Shard Cutoff Prediction for Selective Search.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Fusion in Information Retrieval: SIGIR 2018 Half-Day Tutorial.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Torch: A Search Engine for Trajectory Data.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Reverse k Nearest Neighbor Search over Trajectories (Extended Abstract).
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

On the Cost of Negation for Dynamic Pruning.
Proceedings of the Advances in Information Retrieval, 2018

Single Query Optimisation is the Root of All Evil.
Proceedings of the First Biennial Conference on Design of Experimental Search & Information Retrieval Systems, 2018

Balancing ​Efficiency and Effectiveness ​Trade-offs in Large Scale Multi-Stage Search Engines.
Proceedings of the First Biennial Conference on Design of Experimental Search & Information Retrieval Systems, 2018

Towards Efficient and Effective Query Variant Generation.
Proceedings of the First Biennial Conference on Design of Experimental Search & Information Retrieval Systems, 2018

MaxBRkNN Queries for Streaming Geo-Data.
Proceedings of the Database Systems for Advanced Applications, 2018

Presentation Ordering Effects On Assessor Agreement.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

The Potential of Learned Index Structures for Index Compression.
Proceedings of the 23rd Australasian Document Computing Symposium, 2018

Improving Search Effectiveness with Field-based Relevance Modeling.
Proceedings of the 23rd Australasian Document Computing Symposium, 2018

Revisiting Spam Filtering in Web Search.
Proceedings of the 23rd Australasian Document Computing Symposium, 2018

2017
Geo-Social Influence Spanning Maximization.
IEEE Trans. Knowl. Data Eng., 2017

Efficient distributed selective search.
Inf. Retr. J., 2017

Efficient and Effective Tail Latency Minimization in Multi-Stage Retrieval Systems.
CoRR, 2017

A Comparison of Document-at-a-Time and Score-at-a-Time Query Evaluation.
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, 2017

RMIT at the 2017 TREC CORE Track.
Proceedings of The Twenty-Sixth Text REtrieval Conference, 2017

Gauging the Quality of Relevance Assessments using Inter-Rater Agreement.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Efficient Cost-Aware Cascade Ranking in Multi-Stage Retrieval.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Can Deep Effectiveness Metrics Be Evaluated Using Shallow Judgment Pools?
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

RMIT at the NTCIR-13 We Want Web Task.
Proceedings of the 13th NTCIR Conference, 2017

Answering Top-k Exemplar Trajectory Queries.
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Monitoring the Top-m Rank Aggregation of Spatial Objects in Streaming Queries.
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Early Termination Heuristics for Score-at-a-Time Index Traversal.
Proceedings of the 22nd Australasian Document Computing Symposium, 2017

Risk-Reward Trade-offs in Rank Fusion.
Proceedings of the 22nd Australasian Document Computing Symposium, 2017

2016
Personalized Influential Topic Search via Social Network Summarization.
IEEE Trans. Knowl. Data Eng., 2016

Maximizing Bichromatic Reverse Spatial and Textual k Nearest Neighbor Queries.
Proc. VLDB Endow., 2016

Assessing efficiency-effectiveness tradeoffs in multi-stage retrieval systems without using relevance judgments.
Inf. Retr. J., 2016

The effect of pooling and evaluation depth on IR metrics.
Inf. Retr. J., 2016

Dynamic Trade-Off Prediction in Multi-Stage Retrieval Systems.
CoRR, 2016

Monitoring the Top-m Aggregation in a Sliding Window of Spatial Queries.
CoRR, 2016

RMIT at the TREC 2016 LiveQA Track.
Proceedings of The Twenty-Fifth Text REtrieval Conference, 2016

Load-Balancing in Distributed Selective Search.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

The Effect of Document Order and Topic Difficulty on Assessor Agreement.
Proceedings of the 2016 ACM on International Conference on the Theory of Information Retrieval, 2016

Efficient and Effective Higher Order Proximity Modeling.
Proceedings of the 2016 ACM on International Conference on the Theory of Information Retrieval, 2016

Does Selective Search Benefit from WAND Optimization?
Proceedings of the Advances in Information Retrieval, 2016

Modeling Relevance as a Function of Retrieval Rank.
Proceedings of the Information Retrieval Technology, 2016

Interactive Trip Planning Using Activity Trajectories.
Proceedings of the 21st Australasian Document Computing Symposium, 2016

The Influence of Topic Difficulty, Relevance Level, and Document Ordering on Relevance Judging.
Proceedings of the 21st Australasian Document Computing Symposium, 2016

Dynamic Cutoff Prediction in Multi-Stage Retrieval Systems.
Proceedings of the 21st Australasian Document Computing Symposium, 2016

Spatial Textual Top-k Search in Mobile Peer-to-Peer Networks.
Proceedings of the Databases Theory and Applications, 2016

2015
Statistical comparisons of non-deterministic IR systems using two dimensional variance.
Inf. Process. Manag., 2015

RMIT at the TREC 2015 LiveQA Track.
Proceedings of The Twenty-Fourth Text REtrieval Conference, 2015

Batch processing of Top-k Spatial-textual Queries.
Proceedings of the Second International ACM Workshop on Managing and Mining Enriched Geo-Spatial Data, 2015

On the Cost of Extracting Proximity Features for Term-Dependency Models.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

Data Fusion for Japanese Term and Character N-gram Search.
Proceedings of the 20th Australasian Document Computing Symposium, 2015

Efficient Location-Aware Web Search.
Proceedings of the 20th Australasian Document Computing Symposium, 2015

2014
Indexing Word Sequences for Ranked Retrieval.
ACM Trans. Inf. Syst., 2014

Large-Scale Pattern Search Using Reduced-Space On-Disk Suffix Arrays.
IEEE Trans. Knowl. Data Eng., 2014

Efficient and effective realtime prediction of drive-by download attacks.
J. Netw. Comput. Appl., 2014

Score-safe term-dependency processing with hybrid indexes.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Evaluating non-deterministic retrieval systems.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Extending test collection pools without manual runs.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

TREC: topic engineering exercise.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

How Effective are Proximity Scores in Term Dependency Models?
Proceedings of the 2014 Australasian Document Computing Symposium, 2014

Improving test collection pools with machine learning.
Proceedings of the 2014 Australasian Document Computing Symposium, 2014

2013
Exploring the magic of WAND.
Proceedings of the Australasian Document Computing Symposium, 2013

2012
Revisiting bounded context block-sorting transformations.
Softw. Pract. Exp., 2012

Open source information petrieval: a report on the SIGIR 2012 workshop.
SIGIR Forum, 2012

Phonetic Matching in Japanese.
Proceedings of the SIGIR 2012 Workshop on Open Source Information Retrieval, 2012

Efficient in-memory top-k document retrieval.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

Sketch-based indexing of n-words.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Efficient indexing algorithms for approximate pattern matching in text.
Proceedings of the Seventeenth Australasian Document Computing Symposium, 2012

2011
RMIT at TREC 2011 Microblog Track.
Proceedings of The Twentieth Text REtrieval Conference, 2011

RMIT and Gunma University at NTCIR-9 Intent Task.
Proceedings of the 9th NTCIR Workshop Meeting on Evaluation of Information Access Technologies: Information Retrieval, 2011

RMIT and Gunma University at NTCIR-9 GeoTime Task.
Proceedings of the 9th NTCIR Workshop Meeting on Evaluation of Information Access Technologies: Information Retrieval, 2011

Backwards Search in Context Bound Text Transformations.
Proceedings of the First International Conference on Data Compression, 2011

2010
Efficient set intersection for inverted indexing.
ACM Trans. Inf. Syst., 2010

Top-<i>k</i> Ranked Document Search in General Text Databases.
Proceedings of the Algorithms, 2010

2009
Including summaries in system evaluation.
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

Entropy of the Retina Template.
Proceedings of the Advances in Biometrics, Third International Conference, 2009

2007
Compact Set Representation for Information Retrieval.
Proceedings of the String Processing and Information Retrieval, 2007

2006
Phrase-Based Pattern Matching in Compressed Text.
Proceedings of the String Processing and Information Retrieval, 2006

2005
Enhanced Byte Codes with Restricted Prefix Properties.
Proceedings of the String Processing and Information Retrieval, 2005


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