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ORCIDShengli Wu 0001
Person information
- affiliation: Jiangsu University, Zhenjiang, China
- affiliation: Ulster University, Coleraine, UK
- affiliation (former): University of Strathclyde, Glasgow, UK
Other persons with the same name
- Shengli Wu 0002
![[0000-0002-5930-3183]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0002-5930-3183")
— China Meteorological Administration, National Satellite Meteorological Center, Beijing, China (and 1 more) - Shengli Wu 0003 — Xi'an Jiaotong University, MOE Key Laboratory of Physical Electronics and Devices, China
- Shengli Wu 0004 — Chinese Academy and Sciences, Institute of Software, Beijing, China
- Shengli Wu 0005 — University of Science and Technology Beijing, School of Information Engineering, China
- Shengli Wu 0006 — Hospital of PLA, Department of General Surgery, Lanzhou, China
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2020 – today
- 2023
[j43]Weimin Ding, Shengli Wu, Chris D. Nugent:
A multimodal fusion enabled ensemble approach for human activity recognition in smart homes. Health Informatics J. 29(2): 146045822311719 (2023)- [j42]Adamu Garba, Shengli Wu, Shah Khalid:
Federated search techniques: an overview of the trends and state of the art. Knowl. Inf. Syst. 65(12): 5065-5095 (2023) - [j41]Shengli Wu, Jinlong Li, Weimin Ding:
A geometric framework for multiclass ensemble classifiers. Mach. Learn. 112(12): 4929-4958 (2023) - [j40]Jisheng Qin, Xiaoqin Zeng, Shengli Wu, Yang Zou:
Context-sensitive graph representation learning. Int. J. Mach. Learn. Cybern. 14(6): 2193-2203 (2023) - [j39]Na Qiang, Xiangjun Shen, Ernest Domanaanmwi Ganaa, Yang Yang, Shengli Wu, Zengmin Zhao, Shu-Cheng Huang:
A correlation analysis framework via joint sample and feature selection. Multim. Tools Appl. 82(13): 19539-19555 (2023) - [c69]Chao Xu, Chunlin Xu, Shengli Wu:
ECA-CE: An Evolutionary Clustering Algorithm with Initial Population by Clustering Ensemble. ICAART (3) 2023: 132-139 - [c68]Zhongmin Zhang, Shengli Wu:
Data Fusion Performance Prophecy: A Random Forest Revelation. iiWAS 2023: 192-200 - [i2]Qiuyu Xu, Yidong Huang, Shengli Wu, Adrian Moore:
Streamlined Data Fusion: Unleashing the Power of Linear Combination with Minimal Relevance Judgments. CoRR abs/2309.04981 (2023) - 2022
- [j38]Na Qiang, Xiang-Jun Shen, Chang-Bin Huang, Shengli Wu, Timothy Apasiba Abeo, Ernest Domanaanmwi Ganaa, Shu-Cheng Huang:
Diversified feature representation via deep auto-encoder ensemble through multiple activation functions. Appl. Intell. 52(9): 10591-10603 (2022) - [j37]Jisheng Qin, Xiaoqin Zeng, Shengli Wu, Yang Zou:
Feature recommendation strategy for graph convolutional network. Connect. Sci. 34(1): 1697-1718 (2022) - [j36]Jisheng Qin, Xiaoqin Zeng, Shengli Wu, Yang Zou:
Context-sensitive graph representation learning. Connect. Sci. 34(1): 2313-2331 (2022) - [j35]Qiuyu Xu, Yidong Huang, Shengli Wu, Chris D. Nugent:
Clustering-based fusion for medical information retrieval. J. Biomed. Informatics 135: 104213 (2022) - [c67]Yidong Huang, Qiuyu Xu, Yao Liu, Chunlin Xu, Shengli Wu:
Data Fusion Methods with Graded Relevance Judgment. WISA 2022: 227-239 - [c66]Yidong Huang, Qiuyu Xu, Shengli Wu, Christopher Nugent, Adrian Moore:
Fight Against COVID-19 Misinformation via Clustering-Based Subset Selection Fusion Methods. ROMCIR@ECIR 2022: 11-26 - [c65]Qiuyu Xu, Yidong Huang, Shengli Wu:
Inexpensive and Effective Data Fusion Methods with Performance Weights. iiWAS 2022: 367-377 - 2021
- [j34]Shah Khalid, Shengli Wu, Abdul Wahid, Aftab Alam, Irfan Ullah:
An Effective Scholarly Search by Combining Inverted Indices and Structured Search With Citation Networks Analysis. IEEE Access 9: 120210-120226 (2021) - [j33]Jisheng Qin, Xiaoqin Zeng, Shengli Wu, E. Tang:
E-GCN: graph convolution with estimated labels. Appl. Intell. 51(7): 5007-5015 (2021) - [j32]Chunlin Xu, Hui Wang, Shengli Wu, Zhiwei Lin:
Tag-Enhanced Dynamic Compositional Neural Network over arbitrary tree structure for sentence representation. Expert Syst. Appl. 181: 115182 (2021) - [j31]Chunlin Xu, Hui Wang, Shengli Wu, Zhiwei Lin:
TreeLSTM with tag-aware hypernetwork for sentence representation. Neurocomputing 434: 11-20 (2021) - [j30]Shah Khalid, Shengli Wu, Aftab Alam, Irfan Ullah:
Real-time feedback query expansion technique for supporting scholarly search using citation network analysis. J. Inf. Sci. 47(1) (2021) - [j29]Lin Xiang, Xiaoqin Zeng, Shengli Wu, Yanjun Liu, Baohua Yuan:
Computation of CNN's Sensitivity to Input Perturbation. Neural Process. Lett. 53(1): 535-560 (2021) - [j28]Shah Khalid, Shengli Wu, Fang Zhang:
A multi-objective approach to determining the usefulness of papers in academic search. Data Technol. Appl. 55(5): 734-748 (2021) - [j27]Fang Zhang, Shengli Wu:
Measuring academic entities' impact by content-based citation analysis in a heterogeneous academic network. Scientometrics 126(8): 7197-7222 (2021) - [c64]Qiuyu Xu, Shengli Wu:
Improving Medical Record Search Performance by Particle Swarm Optimization Based Data Fusion Techniques. WISA 2021: 87-98 - [i1]Shengli Wu, Weimin Ding:
A Dataset-Level Geometric Framework for Ensemble Classifiers. CoRR abs/2106.08658 (2021) - 2020
- [j26]Weimin Ding, Shengli Wu:
A cross-entropy based stacking method in ensemble learning. J. Intell. Fuzzy Syst. 39(3): 4677-4688 (2020) - [j25]Fang Zhang, Shengli Wu:
Predicting future influence of papers, researchers, and venues in a dynamic academic network. J. Informetrics 14(2): 101035 (2020) - [c63]Wei Yan, Yarong Wang, Chunlan Huang, Shengli Wu:
Word Embedding-Based Reformulation for Long Queries in Information Search. WISA 2020: 202-214
2010 – 2019
- 2019
- [j24]Weimin Ding, Shengli Wu:
ABC-based stacking method for multilabel classification. Turkish J. Electr. Eng. Comput. Sci. 27(6): 4231-4245 (2019) - [j23]Shengli Wu, Chunlan Huang, Liang Li, Fabio Crestani:
Fusion-based methods for result diversification in web search. Inf. Fusion 45: 16-26 (2019) - [j22]Shengli Wu, Zhongmin Zhang, Chunlin Xu:
Evaluating the effectiveness of Web search engines on results diversification. Inf. Res. 24(1) (2019) - [c62]Chunlin Xu, Zhiwei Lin, Hui Wang, Shengli Wu:
Multi-Level Compare-Aggregate Model for Text Matching. IJCNN 2019: 1-7 - [c61]Chunlin Xu, Zhiwei Lin, Shengli Wu, Hui Wang:
Multi-Level Matching Networks for Text Matching. SIGIR 2019: 949-952 - 2018
- [c60]Liang Li, Zhongmin Zhang, Shengli Wu:
LDA-Based Resource Selection for Results Diversification in Federated Search. WISA 2018: 147-156 - [c59]Zhongmin Zhang, Chunlin Xu, Shengli Wu:
Evaluation of Score Standardization Methods for Web Search in Support of Results Diversification. WISA 2018: 182-190 - [c58]Zhongmin Zhang, Jiawei Chen, Shengli Wu:
Query Performance Prediction and Classification for Information Search Systems. APWeb/WAIM (1) 2018: 277-285 - [c57]Fang Zhang, Shengli Wu:
Ranking Scientific Papers and Venues in Heterogeneous Academic Networks by Mutual Reinforcement. JCDL 2018: 127-130 - 2017
- [c56]Chunlin Xu, Shengli Wu:
The early fusion strategy for search result diversification. ACM TUR-C 2017: 47:1-47:6 - [c55]Jingjing Wang, Shengli Wu:
Information Retrieval with Implicitly Temporal Queries. IDEAL 2017: 103-111 - 2016
- [j21]Benjamin Ghansah, Shengli Wu:
A Mean-Variance Analysis Based Approach for Search Result Diversification in Federated Search. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 24(2): 195-212 (2016) - [j20]Jieyu Li, Chunlan Huang, Xiuhong Wang, Shengli Wu:
Balancing efficiency and effectiveness for fusion-based search engines in the 'big data' environment. Inf. Res. 21(2) (2016) - [c54]Jinsong Xia, Chunlin Xu, Shengli Wu:
Differential Evolution-Based Fusion and Its Properties for Web Search. IEEE WISA 2016: 67-70 - [c53]Chunlin Xu, Tingting Chen, Shengli Wu:
Performance evaluation of search result diversification methods and their stability. ICSAI 2016: 721-726 - [c52]Chunlin Xu, Chunlan Huang, Shengli Wu:
Differential Evolution-Based Fusion for Results Diversification of Web Search. WAIM (1) 2016: 429-440 - 2015
- [j19]Shengli Wu, Fabio Crestani:
A geometric framework for data fusion in information retrieval. Inf. Syst. 50: 20-35 (2015) - [c51]Benjamin Ghansah, Shengli Wu, Nathaniel Ghansah:
Rankboost-Based Result Merging. CIT/IUCC/DASC/PICom 2015: 907-914 - [c50]Jinbo Feng, Shengli Wu:
Detecting Near-Duplicate Documents Using Sentence Level Features. DEXA (2) 2015: 195-204 - 2014
- [j18]Shengli Wu, Jieyu Li, Xiaoqin Zeng, Yaxin Bi:
Adaptive data fusion methods in information retrieval. J. Assoc. Inf. Sci. Technol. 65(10): 2048-2061 (2014) - [j17]Anna Jurek, Yaxin Bi, Shengli Wu, Chris D. Nugent:
A survey of commonly used ensemble-based classification techniques. Knowl. Eng. Rev. 29(5): 551-581 (2014) - [j16]Anna Jurek, Chris D. Nugent, Yaxin Bi, Shengli Wu:
Clustering-Based Ensemble Learning for Activity Recognition in Smart Homes. Sensors 14(7): 12285-12304 (2014) - [j15]Anna Jurek, Yaxin Bi, Shengli Wu, Chris D. Nugent:
Clustering-Based Ensembles as an Alternative to Stacking. IEEE Trans. Knowl. Data Eng. 26(9): 2120-2137 (2014) - [c49]Shengli Wu, Chunlan Huang, Jieyu Li:
Combining Retrieval Results for Balanced Effectiveness and Efficiency in the Big Data Search Environment. CIT 2014: 555-560 - [c48]Yongquan Tao, Shengli Wu:
Query Performance Prediction By Considering Score Magnitude and Variance Together. CIKM 2014: 1891-1894 - [c47]Shengli Wu, Chunlan Huang:
Search result diversification via data fusion. SIGIR 2014: 827-830 - 2013
- [j14]Shengli Wu:
The weighted Condorcet fusion in information retrieval. Inf. Process. Manag. 49(1): 108-122 (2013) - [j13]Jing Yang, Xiaoqin Zeng, Shuiming Zhong, Shengli Wu:
Effective Neural Network Ensemble Approach for Improving Generalization Performance. IEEE Trans. Neural Networks Learn. Syst. 24(6): 878-887 (2013) - [c46]Huaji Shi, Yanzhi Tan, Xiaolong Zhu, Shengli Wu:
Measuring Stability and Discrimination Power of Metrics in Information Retrieval Evaluation. IDEAL 2013: 8-15 - [c45]Anna Jurek, Yaxin Bi, Chris D. Nugent, Shengli Wu:
Application of a Cluster-Based Classifier Ensemble to Activity Recognition in Smart Homes. IWAAL 2013: 88-95 - [c44]Shengli Wu, Jieyu Li:
Merging Results from Overlapping Databases in Distributed Information Retrieval. PDP 2013: 102-107 - [c43]Chunlan Huang, Shengli Wu, Jinbo Feng, Yongquan Tao, Yuping Xing:
Application of Data Fusion in the Web Track. TREC 2013 - 2012
- [b1]Shengli Wu:
Data Fusion in Information Retrieval. Adaptation, Learning, and Optimization 13, Springer 2012, ISBN 978-3-642-28865-4, pp. 1-212 - [j12]Shengli Wu:
Linear combination of component results in information retrieval. Data Knowl. Eng. 71(1): 114-126 (2012) - [j11]Shengli Wu:
Applying the data fusion technique to blog opinion retrieval. Expert Syst. Appl. 39(1): 1346-1353 (2012) - [j10]Shuiming Zhong, Xiaoqin Zeng, Shengli Wu, Lixin Han:
Sensitivity-Based Adaptive Learning Rules for Binary Feedforward Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 23(3): 480-491 (2012) - [c42]Shengli Wu, Yuping Xing, Jieyu Li, Yaxin Bi:
Adaptive Data Fusion Methods for Dynamic Search Environments. AIRS 2012: 336-345 - [c41]Shengli Wu, Xiaoqin Zeng:
Condorcet Fusion for Blog Opinion Retrieval. DEXA Workshops 2012: 156-160 - [c40]Anna Jurek, Yaxin Bi, Shengli Wu, Chris D. Nugent:
A Cluster-Based Classifier Ensemble as an Alternative to the Nearest Neighbor Ensemble. ICTAI 2012: 1100-1105 - 2011
- [c39]Shengli Wu, Yaxin Bi, Xiaoqin Zeng:
Using the Euclidean Distance for Retrieval Evaluation. BNCOD 2011: 83-96 - [c38]Shengli Wu, Yaxin Bi, Xiaoqin Zeng:
The Linear Combination Data Fusion Method in Information Retrieval. DEXA (2) 2011: 219-233 - [c37]Shengli Wu:
Fusing Blog Opinion Retrieval Results for Better Effectiveness. DEXA Workshops 2011: 195-199 - [c36]Yaxin Bi, Shengli Wu, Hui Wang, Gongde Guo:
Combination of Evidence-Based Classifiers for Text Categorization. ICTAI 2011: 422-429 - [c35]Anna Jurek, Yaxin Bi, Shengli Wu, Chris D. Nugent:
Classification by Clusters Analysis - An Ensemble Technique in a Semi-supervised Classification. ICTAI 2011: 876-878 - [c34]Anna Jurek, Yaxin Bi, Shengli Wu, Chris D. Nugent:
Classification by Cluster Analysis: A New Meta-Learning Based Approach. MCS 2011: 259-268 - 2010
- [c33]Anna Jurek, Yaxin Bi, Shengli Wu, Chris D. Nugent:
A Meta Learning Approach: Classification by Cluster Analysis. AIMSA 2010: 267-268 - [c32]Yaxin Bi, Shengli Wu:
Measuring Impact of Diversity of Classifiers on the Accuracy of Evidential Ensemble Classifiers. IPMU (1) 2010: 238-247 - [c31]Yaxin Bi, Shengli Wu, Xuhui Shen, Jiwen Guan:
Rough Analysis for Knowledge Discovery in a Simplified Earthquake Database. IUM 2010: 489-500 - [c30]Shengli Wu, Yaxin Bi, Xiaoqin Zeng:
Retrieval Result Presentation and Evaluation. KSEM 2010: 125-136
2000 – 2009
- 2009
- [j9]Shengli Wu:
Applying statistical principles to data fusion in information retrieval. Expert Syst. Appl. 36(2): 2997-3006 (2009) - [j8]Shengli Wu, Yaxin Bi, Xiaoqin Zeng, Lixin Han:
Assigning appropriate weights for the linear combination data fusion method in information retrieval. Inf. Process. Manag. 45(4): 413-426 (2009) - [c29]Yaxin Bi, Shengli Wu, Pan Xiong, Xuhui Shen:
A Comparative Analysis for Detecting Seismic Anomalies in Data Sequences of Outgoing Longwave Radiation. KSEM 2009: 285-296 - [c28]Shengli Wu, Yaxin Bi, Jun Liu:
The Cubic Regression Model for Merging Results from Multiple Text Databases. SKG 2009: 3-10 - [c27]Yanjun Liu, Xiaoqin Zeng, Shuiming Zhong, Shengli Wu:
A Sensitivity-Based Training Algorithm with Architecture Adjusting for Madalines. SMC 2009: 4586-4591 - 2008
- [j7]Shengli Wu, Fabio Crestani:
Ranking Retrieval Systems with Partial Relevance Judgements. J. Univers. Comput. Sci. 14(7): 1020-1030 (2008) - [c26]Xiuhong Wang, Shiguang Ju, Shengli Wu:
A Survey of Chinese Text Similarity Computation. AIRS 2008: 592-597 - [c25]Shengli Wu, Yaxin Bi, Xiaoqin Zeng, Lixin Han:
The Experiments with the Linear Combination Data Fusion Method in Information Retrieval. APWeb 2008: 432-437 - [c24]Yaxin Bi, Shengli Wu, Pan Xiong, Xuhui Shen:
Classifier Combination Using a Class-indifferent Method. ECAI 2008: 757-758 - [c23]Lei Lu, Xiaoqin Zeng, Shengli Wu, Shuiming Zhong:
A Novel Ensemble Approach for Improving Generalization Ability of Neural Networks. IDEAL 2008: 164-171 - [c22]Xiuhong Wang, Shiguang Ju, Shengli Wu:
Challenges in Chinese Text Similarity Research. ISIP 2008: 297-302 - [c21]Shengli Wu, Qili Zhou, Yaxin Bi, Xiaoqin Zeng:
Performance Weights for the Linear Combination Data Fusion Method in Information Retrieval. ISMIS 2008: 465-470 - [c20]Yaxin Bi, Shengli Wu, Xuhui Shen, Pan Xiong:
Combining Classifiers through Triplet-Based Belief Functions. ECML/PKDD (1) 2008: 102-116 - [p1]Yaxin Bi, Xuhui Shen, Shengli Wu:
Uncertainty Reasoning in Rough Knowledge Discovery. Interval / Probabilistic Uncertainty and Non-Classical Logics 2008: 187-200 - 2007
- [j6]Shengli Wu, Sally I. McClean:
Result merging methods in distributed information retrieval with overlapping databases. Inf. Retr. 10(3): 297-319 (2007) - [c19]Shengli Wu, Yaxin Bi, Sally I. McClean:
Regression Relevance Models for Data Fusion. DEXA Workshops 2007: 264-268 - [c18]Shengli Wu:
A Geometric probabilistic framework for data fusion in information retrieval. FUSION 2007: 1-8 - [c17]Chang Liu, Hui Wang, Sally I. McClean, Jun Liu, Shengli Wu:
Syntactic Information Retrieval. GrC 2007: 703-707 - [c16]Shengli Wu, Sally I. McClean:
Several methods of ranking retrieval systems with partial relevance judgment. ICDIM 2007: 13-18 - [c15]Yaxin Bi, Shengli Wu, Gongde Guo:
Combining Prioritized Decisions in Classification. MDAI 2007: 121-132 - [c14]Shengli Wu, Yaxin Bi, Sally I. McClean:
Applying statistical principles to data fusion in information retrieval. SMC 2007: 313-319 - 2006
- [j5]Shengli Wu, Sally I. McClean:
Performance prediction of data fusion for information retrieval. Inf. Process. Manag. 42(4): 899-915 (2006) - [j4]Fabio Crestani, Shengli Wu:
Testing the cluster hypothesis in distributed information retrieval. Inf. Process. Manag. 42(5): 1137-1150 (2006) - [j3]Shengli Wu, Sally I. McClean:
Improving high accuracy retrieval by eliminating the uneven correlation effect in data fusion. J. Assoc. Inf. Sci. Technol. 57(14): 1962-1973 (2006) - [c13]Shengli Wu, Fabio Crestani, Yaxin Bi:
Evaluating Score Normalization Methods in Data Fusion. AIRS 2006: 642-648 - [c12]Shengli Wu, Sally I. McClean:
Information Retrieval Evaluation with Partial Relevance Judgment. BNCOD 2006: 86-93 - [c11]Shengli Wu, Sally I. McClean:
Evaluation of System Measures for Incomplete Relevance Judgment in IR. FQAS 2006: 245-256 - [c10]Yaxin Bi, Shengli Wu, Xuming Huang, Gongde Guo:
Combining Multiple Sets of Rules for Improving Classification Via Measuring Their Closenesses. PRICAI 2006: 1068-1072 - 2005
- [c9]Shengli Wu, Sally I. McClean:
Data Fusion with Correlation Weights. ECIR 2005: 275-286 - 2004
- [c8]Shengli Wu, Fabio Crestani:
Shadow document methods of resutls merging. SAC 2004: 1067-1072 - [c7]Shengli Wu, Jieyu Li:
Effectiveness Evaluation and Comparison of Web Search Engines and Meta-search Engines. WAIM 2004: 303-314 - 2003
- [j2]Shengli Wu, Fabio Crestani:
Distributed Information Retrieval: A Multi-Objective Resource Selection Approach. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 11(Supplement-1): 83-100 (2003) - [c6]Shengli Wu, Forbes Gibb, Fabio Crestani:
Experiments with Document Archive Size Detection. ECIR 2003: 294-304 - [c5]Shengli Wu, Fabio Crestani:
Methods for Ranking Information Retrieval Systems Without Relevance Judgments. SAC 2003: 811-816 - [c4]Shengli Wu, Fabio Crestani, Forbes Gibb:
New Methods of Results Merging for Distributed Information Retrieval. Distributed Multimedia Information Retrieval 2003: 84-100 - [c3]Stefano Berretti, James P. Callan, Henrik Nottelmann, Xiao Mang Shou, Shengli Wu:
MIND: resource selection and data fusion in multimedia distributed digital libraries. SIGIR 2003: 465 - 2002
- [j1]Shengli Wu, Amit P. Sheth, John A. Miller, Zongwei Luo:
Authorization and Access Control of Application Data in Workflow Systems. J. Intell. Inf. Syst. 18(1): 71-94 (2002) - [c2]Shengli Wu, Fabio Crestani:
Data fusion with estimated weights. CIKM 2002: 648-651 - 2001
- [c1]Mike Cornell, Norman W. Paton, Shengli Wu, Carole A. Goble, Crispin J. Miller, Paul Kirby, Karen Eilbeck, Andy Brass, Andrew Hayes, Stephen G. Oliver:
GIMS - A Data Warehouse for Storage and Analysis of Genome Sequence and Functional Data. BIBE 2001: 15-22