J. Shane Culpepper

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 115

Top Venues

Publications

Tingting Wang, Shixun Huang, Zhifeng Bao, J. Shane Culpepper, Reza Arablouei, Volkan Dedeoglu
Advanced Dataset Discovery: When Multi-Query-Dataset Cardinality Estimation Matters. CoRR (2024)
Hai Lan, Zhifeng Bao, J. Shane Culpepper, Renata Borovica-Gajic, Yu Dong
A Fully On-Disk Updatable Learned Index. ICDE (2024)
Tingting Wang, Shixun Huang, Zhifeng Bao, J. Shane Culpepper, Volkan Dedeoglu, Reza Arablouei
Optimizing Data Acquisition to Enhance Machine Learning Performance. Proc. VLDB Endow. 17 (6) (2024)
Oleg Zendel, J. Shane Culpepper, Falk Scholer, Paul Thomas
Enhancing Human Annotation: Leveraging Large Language Models and Efficient Batch Processing. CHIIR (2024)
Hai Lan, Zhifeng Bao, J. Shane Culpepper, Renata Borovica-Gajic
Updatable Learned Indexes Meet Disk-Resident DBMS - From Evaluations to Design Choices. CoRR (2023)
Hai Lan, Zhifeng Bao, J. Shane Culpepper, Renata Borovica-Gajic
Updatable Learned Indexes Meet Disk-Resident DBMS - From Evaluations to Design Choices. Proc. ACM Manag. Data 1 (2) (2023)
Hai Lan, Zhifeng Bao, J. Shane Culpepper, Renata Borovica-Gajic, Yu Dong
A Simple Yet High-Performing On-disk Learned Index: Can We Have Our Cake and Eat it Too? CoRR (2023)
Hui Luo, Zhifeng Bao, J. Shane Culpepper, Mingzhao Li, Yanchang Zhao
Facility Relocation Search For Good: When Facility Exposure Meets User Convenience. WWW (2023)
Oleg Zendel, Binsheng Liu, J. Shane Culpepper, Falk Scholer
Entropy-Based Query Performance Prediction for Neural Information Retrieval Systems. QPP++@ECIR (2023)
J. Shane Culpepper, Guglielmo Faggioli, Nicola Ferro, Oren Kurland
Topic Difficulty: Collection and Query Formulation Effects. ACM Trans. Inf. Syst. 40 (1) (2022)
Hui Luo, Zhifeng Bao, Gao Cong, J. Shane Culpepper, Nguyen Lu Dang Khoa
Let Trajectories Speak Out the Traffic Bottlenecks. ACM Trans. Intell. Syst. Technol. 13 (1) (2022)
Tingting Wang, Shixun Huang, Zhifeng Bao, J. Shane Culpepper, Reza Arablouei
Representative Routes Discovery from Massive Trajectories. KDD (2022)
Oleg Zendel, Melika P. Ebrahim, J. Shane Culpepper, Alistair Moffat, Falk Scholer
Can Users Predict Relative Query Effectiveness? SIGIR (2022)
Guglielmo Faggioli, Oleg Zendel, J. Shane Culpepper, Nicola Ferro, Falk Scholer
sMARE: a new paradigm to evaluate and understand query performance prediction methods. Inf. Retr. J. 25 (2) (2022)
Rodger Benham, Joel Mackenzie, J. Shane Culpepper, Alistair Moffat
Different Keystrokes for Different Folks: Visualizing Crowdworker Querying Behavior. CHIIR (2021)
J. Shane Culpepper, Guglielmo Faggioli, Nicola Ferro, Oren Kurland
Do Hard Topics Exist? A Statistical Analysis. IIR (2021)
Hui Luo, Jingbo Zhou, Zhifeng Bao, Shuangli Li, J. Shane Culpepper, Haochao Ying, Hao Liu, Hui Xiong
Spatial Object Recommendation with Hints: When Spatial Granularity Matters. CoRR (2021)
Sheng Wang, Zhifeng Bao, J. Shane Culpepper, Gao Cong
A Survey on Trajectory Data Management, Analytics, and Learning. ACM Comput. Surv. 54 (2) (2021)
Oleg Zendel, J. Shane Culpepper, Falk Scholer
Is Query Performance Prediction With Multiple Query Variations Harder Than Topic Performance Prediction? SIGIR (2021)
Guglielmo Faggioli, Oleg Zendel, J. Shane Culpepper, Nicola Ferro, Falk Scholer
An Enhanced Evaluation Framework for Query Performance Prediction. ECIR (1) (2021)
Rodger Benham, Alistair Moffat, J. Shane Culpepper
Bayesian System Inference on Shallow Pools. ECIR (2) (2021)
Guglielmo Faggioli, Oleg Zendel, J. Shane Culpepper, Nicola Ferro, Falk Scholer
sMARE: An Enhanced Query Performance Prediction Evaluation Approach (Discussion Paper). SEBD (2021)
Binsheng Liu, Xiaolu Lu, J. Shane Culpepper
Strong natural language query generation. Inf. Retr. J. 24 (4-5) (2021)
Hui Luo, Zhifeng Bao, Farhana Murtaza Choudhury, J. Shane Culpepper
Dynamic Ridesharing in Peak Travel Periods. IEEE Trans. Knowl. Data Eng. 33 (7) (2021)
Hui Luo, Zhifeng Bao, Gao Cong, J. Shane Culpepper, Nguyen Lu Dang Khoa
Let Trajectories Speak Out the Traffic Bottlenecks. CoRR (2021)
Binsheng Liu, Hamed Zamani, Xiaolu Lu, J. Shane Culpepper
Generalizing Discriminative Retrieval Models using Generative Tasks. WWW (2021)
Rodger Benham, Ben Carterette, J. Shane Culpepper, Alistair Moffat
Bayesian Inferential Risk Evaluation On Multiple IR Systems. SIGIR (2020)
Luke Gallagher, Antonio Mallia, J. Shane Culpepper, Torsten Suel, Berkant Barla Cambazoglu
Feature Extraction for Large-Scale Text Collections. CIKM (2020)
Shixun Huang, Zhifeng Bao, Guoliang Li, Yanghao Zhou, J. Shane Culpepper
Temporal Network Representation Learning via Historical Neighborhoods Aggregation. ICDE (2020)
Hui Luo, Zhifeng Bao, Farhana Murtaza Choudhury, J. Shane Culpepper
Dynamic Ridesharing in Peak Travel Periods. CoRR (2020)
Kfir Bernstein, Fiana Raiber, Oren Kurland, J. Shane Culpepper
Cluster-Based Document Retrieval with Multiple Queries. ICTIR (2020)
Kevin Roitero, J. Shane Culpepper, Mark Sanderson, Falk Scholer, Stefano Mizzaro
Fewer topics? A million topics? Both?! On topics subsets in test collections. Inf. Retr. J. 23 (1) (2020)
Shixun Huang, Zhifeng Bao, Guoliang Li, Yanghao Zhou, J. Shane Culpepper
Temporal Network Representation Learning via Historical Neighborhoods Aggregation. CoRR (2020)
Sheng Wang, Zhifeng Bao, J. Shane Culpepper, Gao Cong
A Survey on Trajectory Data Management, Analytics, and Learning. CoRR (2020)
J. Shane Culpepper, Binsheng Liu
RMIT at TREC Deep Learning Track 2020. TREC (2020)
Rodger Benham, Alistair Moffat, J. Shane Culpepper
RMITB at TREC COVID 2020. CoRR (2020)
Hui Luo, Jingbo Zhou, Zhifeng Bao, Shuangli Li, J. Shane Culpepper, Haochao Ying, Hao Liu, Hui Xiong
Spatial Object Recommendation with Hints: When Spatial Granularity Matters. SIGIR (2020)
Joel M. Mackenzie, Rodger Benham, Matthias Petri, Johanne R. Trippas, J. Shane Culpepper, Alistair Moffat
CC-News-En: A Large English News Corpus. CIKM (2020)
Matthias Petri, Alistair Moffat, Joel M. Mackenzie, J. Shane Culpepper, Daniel Beck
Accelerated Query Processing Via Similarity Score Prediction. SIGIR (2019)
Xiaolu Lu, Oren Kurland, J. Shane Culpepper, Nick Craswell, Ofri Rom
Relevance Modeling with Multiple Query Variations. ICTIR (2019)
Luke Gallagher, Ruey-Cheng Chen, Roi Blanco, J. Shane Culpepper
Joint Optimization of Cascade Ranking Models. WSDM (2019)
Oleg Zendel, Anna Shtok, Fiana Raiber, Oren Kurland, J. Shane Culpepper
Information Needs, Queries, and Query Performance Prediction. SIGIR (2019)
Rodger Benham, Joel M. Mackenzie, Alistair Moffat, J. Shane Culpepper
Boosting Search Performance Using Query Variations. ACM Trans. Inf. Syst. 37 (4) (2019)
Binsheng Liu, Nick Craswell, Xiaolu Lu, Oren Kurland, J. Shane Culpepper
A Comparative Analysis of Human and Automatic Query Variants. ICTIR (2019)
Sheng Wang, Zhifeng Bao, J. Shane Culpepper, Timos Sellis, Xiaolin Qin
Fast Large-Scale Trajectory Clustering. Proc. VLDB Endow. 13 (1) (2019)
Fabio Zampieri, Kevin Roitero, J. Shane Culpepper, Oren Kurland, Stefano Mizzaro
On Topic Difficulty in IR Evaluation: The Effect of Systems, Corpora, and System Components. SIGIR (2019)
Rodger Benham, Alistair Moffat, J. Shane Culpepper
On the Pluses and Minuses of Risk. AIRS (2019)
Shixun Huang, Zhifeng Bao, J. Shane Culpepper, Bang Zhang
Finding Temporal Influential Users Over Evolving Social Networks. ICDE (2019)
Joel M. Mackenzie, Antonio Mallia, Matthias Petri, J. Shane Culpepper, Torsten Suel
Compressing Inverted Indexes with Recursive Graph Bisection: A Reproducibility Study. ECIR (1) (2019)
Rodger Benham, Ben Carterette, Alistair Moffat, J. Shane Culpepper
Taking Risks with Confidence. ADCS (2019)
Nafis Irtiza Tripto, Mahjabin Nahar, Mohammed Eunus Ali, Farhana Murtaza Choudhury, J. Shane Culpepper, Timos Sellis
Top-k trajectories with the best view. GeoInformatica 23 (4) (2019)
J. Shane Culpepper
Balancing Efficiency and Effectiveness Trade-offs in Large Scale Multi-Stage Search Engines. DESIRES (2018)
Hafeezul Rahman Mohammad, Keyang Xu, Jamie Callan, J. Shane Culpepper
Dynamic Shard Cutoff Prediction for Selective Search. SIGIR (2018)
Jianxin Li, Timos Sellis, J. Shane Culpepper, Zhenying He, Chengfei Liu, Junhu Wang
Geo-Social Influence Spanning Maximization. ICDE (2018)
Binsheng Liu, Xiaolu Lu, Oren Kurland, J. Shane Culpepper
Improving Search Effectiveness with Field-based Relevance Modeling. ADCS (2018)
Tadele Tedla Damessie, J. Shane Culpepper, Jaewon Kim, Falk Scholer
Presentation Ordering Effects On Assessor Agreement. CIKM (2018)
Mohammed Eunus Ali, Kaysar Abdullah, Shadman Saqib Eusuf, Farhana Murtaza Choudhury, J. Shane Culpepper, Timos Sellis
The Maximum Trajectory Coverage Query in Spatial Databases. CoRR (2018)
J. Shane Culpepper
Single Query Optimisation is the Root of All Evil. DESIRES (2018)
Harrie Oosterhuis, J. Shane Culpepper, Maarten de Rijke
The Potential of Learned Index Structures for Index Compression. ADCS (2018)
Farhana Murtaza Choudhury, J. Shane Culpepper, Zhifeng Bao, Timos Sellis
Spatial-Textual Queries. ACM Trans. Spatial Algorithms Syst. 3 (4) (2018)
Hui Luo, Farhana Murtaza Choudhury, Zhifeng Bao, J. Shane Culpepper, Bang Zhang
MaxBRkNN Queries for Streaming Geo-Data. DASFAA (1) (2018)
Sheng Wang, Zhifeng Bao, J. Shane Culpepper, Timos Sellis, Gao Cong
Reverse k Nearest Neighbor Search over Trajectories. IEEE Trans. Knowl. Data Eng. 30 (4) (2018)
Rodger Benham, J. Shane Culpepper, Luke Gallagher, Xiaolu Lu, Joel M. Mackenzie
Towards Efficient and Effective Query Variant Generation. DESIRES (2018)
Farhana Murtaza Choudhury, J. Shane Culpepper, Zhifeng Bao, Timos Sellis
Finding the optimal location and keywords in obstructed and unobstructed space. VLDB J. 27 (4) (2018)
Joel M. Mackenzie, J. Shane Culpepper, Roi Blanco, Matt Crane, Charles L. A. Clarke, Jimmy Lin
Query Driven Algorithm Selection in Early Stage Retrieval. WSDM (2018)
Sheng Wang, Zhifeng Bao, J. Shane Culpepper, Timos Sellis, Gao Cong
Reverse k Nearest Neighbor Search over Trajectories (Extended Abstract). ICDE (2018)
Hamed Zamani, W. Bruce Croft, J. Shane Culpepper
Neural Query Performance Prediction using Weak Supervision from Multiple Signals. SIGIR (2018)
Harrie Oosterhuis, J. Shane Culpepper, Maarten de Rijke
The Potential of Learned Index Structures for Index Compression. CoRR (2018)
Joel M. Mackenzie, Craig Macdonald, Falk Scholer, J. Shane Culpepper
On the Cost of Negation for Dynamic Pruning. ECIR (2018)
Oren Kurland, J. Shane Culpepper
Fusion in Information Retrieval: SIGIR 2018 Half-Day Tutorial. SIGIR (2018)
Rodger Benham, Joel M. Mackenzie, Alistair Moffat, J. Shane Culpepper
Boosting Search Performance Using Query Variations. CoRR (2018)
J. Shane Culpepper, Fernando Diaz, Mark D. Smucker
Research Frontiers in Information Retrieval: Report from the Third Strategic Workshop on Information Retrieval in Lorne (SWIRL 2018). SIGIR Forum 52 (1) (2018)
Sheng Wang, Zhifeng Bao, J. Shane Culpepper, Zizhe Xie, Qizhi Liu, Xiaolin Qin
Torch: A Search Engine for Trajectory Data. SIGIR (2018)
Luke Gallagher, Joel M. Mackenzie, J. Shane Culpepper
Revisiting Spam Filtering in Web Search. ADCS (2018)
Shixun Huang, Zhifeng Bao, J. Shane Culpepper, Ping Zhang, Bang Zhang
A Linear-Time Algorithm for Finding Induced Planar Subgraphs. SEA (2018)
Mohammed Eunus Ali, Shadman Saqib Eusuf, Kaysar Abdullah, Farhana Murtaza Choudhury, J. Shane Culpepper, Timos Sellis
The Maximum Trajectory Coverage Query in Spatial Databases. Proc. VLDB Endow. 12 (3) (2018)
Rodger Benham, Luke Gallagher, Joel M. Mackenzie, Binsheng Liu, Xiaolu Lu, Falk Scholer, J. Shane Culpepper, Alistair Moffat
RMIT at the 2018 TREC CORE Track. TREC (2018)
Rodger Benham, J. Shane Culpepper
Risk-Reward Trade-offs in Rank Fusion. ADCS (2017)
Yubin Kim, Jamie Callan, J. Shane Culpepper, Alistair Moffat
Efficient distributed selective search. Inf. Retr. J. 20 (3) (2017)
Rodger Benham, Luke Gallagher, Joel M. Mackenzie, Tadele Tedla Damessie, Ruey-Cheng Chen, Falk Scholer, Alistair Moffat, J. Shane Culpepper
RMIT at the 2017 TREC CORE Track. TREC (2017)
Jianxin Li, Chengfei Liu, Jeffrey Xu Yu, Yi Chen, Timos Sellis, J. Shane Culpepper
Personalized Influential Topic Search via Social Network Summarization. ICDE (2017)
Farhana Murtaza Choudhury, Zhifeng Bao, J. Shane Culpepper, Timos Sellis
Monitoring the Top-m Rank Aggregation of Spatial Objects in Streaming Queries. ICDE (2017)
Sheng Wang, Zhifeng Bao, J. Shane Culpepper, Timos K. Sellis, Gao Cong
Reverse k Nearest Neighbor Search over Trajectories. CoRR (2017)
Sheng Wang, Zhifeng Bao, J. Shane Culpepper, Timos Sellis, Mark Sanderson, Xiaolin Qin
Answering Top-k Exemplar Trajectory Queries. ICDE (2017)
Tadele Tedla Damessie, Thao P. Nghiem, Falk Scholer, J. Shane Culpepper
Gauging the Quality of Relevance Assessments using Inter-Rater Agreement. SIGIR (2017)
Ruey-Cheng Chen, Luke Gallagher, Roi Blanco, J. Shane Culpepper
Efficient Cost-Aware Cascade Ranking in Multi-Stage Retrieval. SIGIR (2017)
Joel M. Mackenzie, Falk Scholer, J. Shane Culpepper
Early Termination Heuristics for Score-at-a-Time Index Traversal. ADCS (2017)
Matt Crane, J. Shane Culpepper, Jimmy Lin, Joel M. Mackenzie, Andrew Trotman
A Comparison of Document-at-a-Time and Score-at-a-Time Query Evaluation. WSDM (2017)
Joel M. Mackenzie, J. Shane Culpepper, Roi Blanco, Matt Crane, Charles L. A. Clarke, Jimmy Lin
Efficient and Effective Tail Latency Minimization in Multi-Stage Retrieval Systems. CoRR (2017)
Xiaolu Lu, Alistair Moffat, J. Shane Culpepper
Can Deep Effectiveness Metrics Be Evaluated Using Shallow Judgment Pools? SIGIR (2017)
Luke Gallagher, Joel Mackenzie, Rodger Benham, Ruey-Cheng Chen, Falk Scholer, J. Shane Culpepper
RMIT at the NTCIR-13 We Want Web Task. NTCIR (2017)
Jianxin Li, Timos Sellis, J. Shane Culpepper, Zhenying He, Chengfei Liu, Junhu Wang
Geo-Social Influence Spanning Maximization. IEEE Trans. Knowl. Data Eng. 29 (8) (2017)
Xiaolu Lu, Alistair Moffat, J. Shane Culpepper
The effect of pooling and evaluation depth on IR metrics. Inf. Retr. J. 19 (4) (2016)
Charles L. A. Clarke, J. Shane Culpepper, Alistair Moffat
Assessing efficiency-effectiveness tradeoffs in multi-stage retrieval systems without using relevance judgments. Inf. Retr. J. 19 (4) (2016)
Farhana Murtaza Choudhury, J. Shane Culpepper, Timos K. Sellis, Xin Cao
Maximizing Bichromatic Reverse Spatial and Textual k Nearest Neighbor Queries. Proc. VLDB Endow. 9 (6) (2016)
Yubin Kim, Jamie Callan, J. Shane Culpepper, Alistair Moffat
Load-Balancing in Distributed Selective Search. SIGIR (2016)
Thao P. Nghiem, Cong Ma, J. Shane Culpepper, Timos Sellis
Spatial Textual Top-k Search in Mobile Peer-to-Peer Networks. ADC (2016)
J. Shane Culpepper, Charles L. A. Clarke, Jimmy Lin
Dynamic Trade-Off Prediction in Multi-Stage Retrieval Systems. CoRR (2016)
Xiaolu Lu, Alistair Moffat, J. Shane Culpepper
Efficient and Effective Higher Order Proximity Modeling. ICTIR (2016)
Jianxin Li, Chengfei Liu, Jeffrey Xu Yu, Yi Chen, Timos K. Sellis, J. Shane Culpepper
Personalized Influential Topic Search via Social Network Summarization. IEEE Trans. Knowl. Data Eng. 28 (7) (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

J. Shane Culpepper