Shengli Wu

Orcid: 0000-0003-2008-1736

Affiliations:
  • Jiangsu University, Zhenjiang, China
  • Ulster University, Coleraine, UK
  • University of Strathclyde, Glasgow, UK (former)


According to our database1, Shengli Wu authored at least 115 papers between 2001 and 2023.

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Bibliography

2023
A geometric framework for multiclass ensemble classifiers.
Mach. Learn., December, 2023

Federated search techniques: an overview of the trends and state of the art.
Knowl. Inf. Syst., December, 2023

A correlation analysis framework via joint sample and feature selection.
Multim. Tools Appl., May, 2023

A multimodal fusion enabled ensemble approach for human activity recognition in smart homes.
Health Informatics J., April, 2023

Streamlined Data Fusion: Unleashing the Power of Linear Combination with Minimal Relevance Judgments.
CoRR, 2023

Data Fusion Performance Prophecy: A Random Forest Revelation.
Proceedings of the Information Integration and Web Intelligence, 2023

ECA-CE: An Evolutionary Clustering Algorithm with Initial Population by Clustering Ensemble.
Proceedings of the 15th International Conference on Agents and Artificial Intelligence, 2023

2022
Clustering-based fusion for medical information retrieval.
J. Biomed. Informatics, 2022

Context-sensitive graph representation learning.
Connect. Sci., 2022

Feature recommendation strategy for graph convolutional network.
Connect. Sci., 2022

Diversified feature representation via deep auto-encoder ensemble through multiple activation functions.
Appl. Intell., 2022

Inexpensive and Effective Data Fusion Methods with Performance Weights.
Proceedings of the Information Integration and Web Intelligence, 2022

Fight Against COVID-19 Misinformation via Clustering-Based Subset Selection Fusion Methods.
Proceedings of the 2nd Workshop Reducing Online Misinformation through Credible Information Retrieval 2022 co-located with The 44th European Conference on Information Retrieval (ECIR 2022), 2022

Data Fusion Methods with Graded Relevance Judgment.
Proceedings of the Web Information Systems and Applications, 2022

2021
Measuring academic entities' impact by content-based citation analysis in a heterogeneous academic network.
Scientometrics, 2021

A multi-objective approach to determining the usefulness of papers in academic search.
Data Technol. Appl., 2021

Computation of CNN's Sensitivity to Input Perturbation.
Neural Process. Lett., 2021

Real-time feedback query expansion technique for supporting scholarly search using citation network analysis.
J. Inf. Sci., 2021

TreeLSTM with tag-aware hypernetwork for sentence representation.
Neurocomputing, 2021

Tag-Enhanced Dynamic Compositional Neural Network over arbitrary tree structure for sentence representation.
Expert Syst. Appl., 2021

A Dataset-Level Geometric Framework for Ensemble Classifiers.
CoRR, 2021

E-GCN: graph convolution with estimated labels.
Appl. Intell., 2021

An Effective Scholarly Search by Combining Inverted Indices and Structured Search With Citation Networks Analysis.
IEEE Access, 2021

Improving Medical Record Search Performance by Particle Swarm Optimization Based Data Fusion Techniques.
Proceedings of the Web Information Systems and Applications, 2021

2020
Predicting future influence of papers, researchers, and venues in a dynamic academic network.
J. Informetrics, 2020

A cross-entropy based stacking method in ensemble learning.
J. Intell. Fuzzy Syst., 2020

Word Embedding-Based Reformulation for Long Queries in Information Search.
Proceedings of the Web Information Systems and Applications, 2020

2019
Evaluating the effectiveness of Web search engines on results diversification.
Inf. Res., 2019

Fusion-based methods for result diversification in web search.
Inf. Fusion, 2019

ABC-based stacking method for multilabel classification.
Turkish J. Electr. Eng. Comput. Sci., 2019

Multi-Level Matching Networks for Text Matching.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Multi-Level Compare-Aggregate Model for Text Matching.
Proceedings of the International Joint Conference on Neural Networks, 2019

2018
Ranking Scientific Papers and Venues in Heterogeneous Academic Networks by Mutual Reinforcement.
Proceedings of the 18th ACM/IEEE on Joint Conference on Digital Libraries, 2018

Query Performance Prediction and Classification for Information Search Systems.
Proceedings of the Web and Big Data - Second International Joint Conference, 2018

Evaluation of Score Standardization Methods for Web Search in Support of Results Diversification.
Proceedings of the Web Information Systems and Applications, 2018

LDA-Based Resource Selection for Results Diversification in Federated Search.
Proceedings of the Web Information Systems and Applications, 2018

2017
Information Retrieval with Implicitly Temporal Queries.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2017 - 18th International Conference, Guilin, China, October 30, 2017

The early fusion strategy for search result diversification.
Proceedings of the ACM Turing 50th Celebration Conference, 2017

2016
Balancing efficiency and effectiveness for fusion-based search engines in the 'big data' environment.
Inf. Res., 2016

A Mean-Variance Analysis Based Approach for Search Result Diversification in Federated Search.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2016

Differential Evolution-Based Fusion for Results Diversification of Web Search.
Proceedings of the Web-Age Information Management - 17th International Conference, 2016

Performance evaluation of search result diversification methods and their stability.
Proceedings of the 3rd International Conference on Systems and Informatics, 2016

Differential Evolution-Based Fusion and Its Properties for Web Search.
Proceedings of the 13th Web Information Systems and Applications Conference, 2016

2015
A geometric framework for data fusion in information retrieval.
Inf. Syst., 2015

Detecting Near-Duplicate Documents Using Sentence Level Features.
Proceedings of the Database and Expert Systems Applications, 2015

Rankboost-Based Result Merging.
Proceedings of the 15th IEEE International Conference on Computer and Information Technology, 2015

2014
Clustering-Based Ensembles as an Alternative to Stacking.
IEEE Trans. Knowl. Data Eng., 2014

Clustering-Based Ensemble Learning for Activity Recognition in Smart Homes.
Sensors, 2014

A survey of commonly used ensemble-based classification techniques.
Knowl. Eng. Rev., 2014

Adaptive data fusion methods in information retrieval.
J. Assoc. Inf. Sci. Technol., 2014

Search result diversification via data fusion.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Query Performance Prediction By Considering Score Magnitude and Variance Together.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Combining Retrieval Results for Balanced Effectiveness and Efficiency in the Big Data Search Environment.
Proceedings of the 14th IEEE International Conference on Computer and Information Technology, 2014

2013
Effective Neural Network Ensemble Approach for Improving Generalization Performance.
IEEE Trans. Neural Networks Learn. Syst., 2013

The weighted Condorcet fusion in information retrieval.
Inf. Process. Manag., 2013

Application of Data Fusion in the Web Track.
Proceedings of The Twenty-Second Text REtrieval Conference, 2013

Merging Results from Overlapping Databases in Distributed Information Retrieval.
Proceedings of the 21st Euromicro International Conference on Parallel, 2013

Application of a Cluster-Based Classifier Ensemble to Activity Recognition in Smart Homes.
Proceedings of the Ambient Assisted Living and Active Aging, 2013

Measuring Stability and Discrimination Power of Metrics in Information Retrieval Evaluation.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2013, 2013

2012
Sensitivity-Based Adaptive Learning Rules for Binary Feedforward Neural Networks.
IEEE Trans. Neural Networks Learn. Syst., 2012

Applying the data fusion technique to blog opinion retrieval.
Expert Syst. Appl., 2012

Linear combination of component results in information retrieval.
Data Knowl. Eng., 2012

A Cluster-Based Classifier Ensemble as an Alternative to the Nearest Neighbor Ensemble.
Proceedings of the IEEE 24th International Conference on Tools with Artificial Intelligence, 2012

Condorcet Fusion for Blog Opinion Retrieval.
Proceedings of the 23rd International Workshop on Database and Expert Systems Applications, 2012

Adaptive Data Fusion Methods for Dynamic Search Environments.
Proceedings of the Information Retrieval Technology, 2012

Data Fusion in Information Retrieval.
Adaptation, Learning, and Optimization 13, Springer, ISBN: 978-3-642-28866-1, 2012

2011
Classification by Cluster Analysis: A New Meta-Learning Based Approach.
Proceedings of the Multiple Classifier Systems - 10th International Workshop, 2011

Classification by Clusters Analysis - An Ensemble Technique in a Semi-supervised Classification.
Proceedings of the IEEE 23rd International Conference on Tools with Artificial Intelligence, 2011

Combination of Evidence-Based Classifiers for Text Categorization.
Proceedings of the IEEE 23rd International Conference on Tools with Artificial Intelligence, 2011

Fusing Blog Opinion Retrieval Results for Better Effectiveness.
Proceedings of the 2011 Database and Expert Systems Applications, 2011

The Linear Combination Data Fusion Method in Information Retrieval.
Proceedings of the Database and Expert Systems Applications, 2011

Using the Euclidean Distance for Retrieval Evaluation.
Proceedings of the Advances in Databases - 28th British National Conference on Databases, 2011

2010
Retrieval Result Presentation and Evaluation.
Proceedings of the Knowledge Science, 2010

Rough Analysis for Knowledge Discovery in a Simplified Earthquake Database.
Proceedings of the Integrated Uncertainty Management and Applications [revised papers from the International Symposium on Integrated Uncertainty Management and Applications, 2010

Measuring Impact of Diversity of Classifiers on the Accuracy of Evidential Ensemble Classifiers.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Methods, 2010

A Meta Learning Approach: Classification by Cluster Analysis.
Proceedings of the Artificial Intelligence: Methodology, 2010

2009
Assigning appropriate weights for the linear combination data fusion method in information retrieval.
Inf. Process. Manag., 2009

Applying statistical principles to data fusion in information retrieval.
Expert Syst. Appl., 2009

A Sensitivity-Based Training Algorithm with Architecture Adjusting for Madalines.
Proceedings of the IEEE International Conference on Systems, 2009

The Cubic Regression Model for Merging Results from Multiple Text Databases.
Proceedings of the Fifth International Conference on Semantics, Knowledge and Grid, 2009

A Comparative Analysis for Detecting Seismic Anomalies in Data Sequences of Outgoing Longwave Radiation.
Proceedings of the Knowledge Science, 2009

2008
Uncertainty Reasoning in Rough Knowledge Discovery.
Proceedings of the Interval / Probabilistic Uncertainty and Non-Classical Logics, 2008

Ranking Retrieval Systems with Partial Relevance Judgements.
J. Univers. Comput. Sci., 2008

Combining Classifiers through Triplet-Based Belief Functions.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2008

Performance Weights for the Linear Combination Data Fusion Method in Information Retrieval.
Proceedings of the Foundations of Intelligent Systems, 17th International Symposium, 2008

Challenges in Chinese Text Similarity Research.
Proceedings of the International Symposium on Information Processing, 2008

A Novel Ensemble Approach for Improving Generalization Ability of Neural Networks.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2008

Classifier Combination Using a Class-indifferent Method.
Proceedings of the ECAI 2008, 2008

The Experiments with the Linear Combination Data Fusion Method in Information Retrieval.
Proceedings of the Progress in WWW Research and Development, 2008

A Survey of Chinese Text Similarity Computation.
Proceedings of the Information Retrieval Technology, 2008

2007
Result merging methods in distributed information retrieval with overlapping databases.
Inf. Retr., 2007

Applying statistical principles to data fusion in information retrieval.
Proceedings of the IEEE International Conference on Systems, 2007

Combining Prioritized Decisions in Classification.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2007

Several methods of ranking retrieval systems with partial relevance judgment.
Proceedings of the Second IEEE International Conference on Digital Information Management (ICDIM), 2007

Syntactic Information Retrieval.
Proceedings of the 2007 IEEE International Conference on Granular Computing, 2007

A Geometric probabilistic framework for data fusion in information retrieval.
Proceedings of the 10th International Conference on Information Fusion, 2007

Regression Relevance Models for Data Fusion.
Proceedings of the 18th International Workshop on Database and Expert Systems Applications (DEXA 2007), 2007

2006
Improving high accuracy retrieval by eliminating the uneven correlation effect in data fusion.
J. Assoc. Inf. Sci. Technol., 2006

Performance prediction of data fusion for information retrieval.
Inf. Process. Manag., 2006

Testing the cluster hypothesis in distributed information retrieval.
Inf. Process. Manag., 2006

Combining Multiple Sets of Rules for Improving Classification Via Measuring Their Closenesses.
Proceedings of the PRICAI 2006: Trends in Artificial Intelligence, 2006

Evaluation of System Measures for Incomplete Relevance Judgment in IR.
Proceedings of the Flexible Query Answering Systems, 7th International Conference, 2006

Information Retrieval Evaluation with Partial Relevance Judgment.
Proceedings of the Flexible and Efficient Information Handling, 2006

Evaluating Score Normalization Methods in Data Fusion.
Proceedings of the Information Retrieval Technology, 2006

2005
Data Fusion with Correlation Weights.
Proceedings of the Advances in Information Retrieval, 2005

2004
Effectiveness Evaluation and Comparison of Web Search Engines and Meta-search Engines.
Proceedings of the Advances in Web-Age Information Management: 5th International Conference, 2004

Shadow document methods of resutls merging.
Proceedings of the 2004 ACM Symposium on Applied Computing (SAC), 2004

2003
Distributed Information Retrieval: A Multi-Objective Resource Selection Approach.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2003

New Methods of Results Merging for Distributed Information Retrieval.
Proceedings of the Distributed Multimedia Information Retrieval, 2003

MIND: resource selection and data fusion in multimedia distributed digital libraries.
Proceedings of the SIGIR 2003: Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, July 28, 2003

Methods for Ranking Information Retrieval Systems Without Relevance Judgments.
Proceedings of the 2003 ACM Symposium on Applied Computing (SAC), 2003

Experiments with Document Archive Size Detection.
Proceedings of the Advances in Information Retrieval, 2003

2002
Authorization and Access Control of Application Data in Workflow Systems.
J. Intell. Inf. Syst., 2002

Data fusion with estimated weights.
Proceedings of the 2002 ACM CIKM International Conference on Information and Knowledge Management, 2002

2001
GIMS - A Data Warehouse for Storage and Analysis of Genome Sequence and Functional Data.
Proceedings of the 2nd IEEE International Symposium on Bioinformatics and Bioengineering, 2001


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