Shih-Hsi Liu

2.5k citations

40 papers · 2.0k indexed · 1 hit paper · h-index 14

Artificial Intelligence top 1%
Computational Theory and Mathematics top 0.5%
Industrial and Manufacturing Engineering top 2%
Electrical and Electronic Engineering
Computer Vision and Pattern Recognition top 5%

Co-authors: Matej Črepinšek Marjan Mernik Luka Mernik Derviş Karaboğa Barrett R. Bryant Jeff Gray Austin Melton Yu Cao
Topics: Metaheuristic Optimization Algorithms Research (14 papers)Evolutionary Algorithms and Applications (13 papers)Advanced Multi-Objective Optimization Algorithms (12 papers)
Cited by: Computational Theory and Mathematics Artificial Intelligence Industrial and Manufacturing Engineering
Journals: Expert Systems with Applications ACM Computing Surveys Information Sciences
Partner nations: United States Slovenia Saudi Arabia

In The Last Decade

Shih-Hsi Liu

38 papers receiving 2.0k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Exploration and exploitation in evolutionary algorithms

2013 947 citations Matej Črepinšek, Shih-Hsi Liu et al. profile →

Peers

Countries citing papers authored by Shih-Hsi Liu

Since Specialization

Citations

This map shows the geographic impact of Shih-Hsi Liu's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Shih-Hsi Liu with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Shih-Hsi Liu more than expected).

Fields of papers citing papers by Shih-Hsi Liu

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Shih-Hsi Liu. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Shih-Hsi Liu. The network helps show where Shih-Hsi Liu may publish in the future.

Co-authorship network of co-authors of Shih-Hsi Liu

This figure shows the co-authorship network connecting the top 25 collaborators of Shih-Hsi Liu. A scholar is included among the top collaborators of Shih-Hsi Liu based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Shih-Hsi Liu. Shih-Hsi Liu is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Confidence Bands Based on Rating Demonstrated on the CEC 2021 Competition Results 2024 ·(unknown),Marjan Mernik,Shih-Hsi Liu,(unknown),Matej Črepinšek	1
2	A Graph Pointer Network-Based Multi-Objective Deep Reinforcement Learning Algorithm for Solving the Traveling Salesman Problem 2023 ·Mathematics ·(unknown),Shih-Hsi Liu,Marjan Mernik,Matej Črepinšek,(unknown)	19
3	Maximum number of generations as a stopping criterion considered harmful 2022 ·Applied Soft Computing ·(unknown),Shih-Hsi Liu,Marjan Mernik,Matej Črepinšek	33
4	Automatic compiler/interpreter generation from programs for Domain-Specific Languages: Code bloat problem and performance improvement 2022 ·(unknown),(unknown),Shih-Hsi Liu,Matej Črepinšek	4
5	A novel direct measure of exploration and exploitation based on attraction basins 2020 ·Expert Systems with Applications ·(unknown),Marjan Mernik,Shih-Hsi Liu,(unknown),(unknown),Luka Mernik,Matej Črepinšek	45
6	Long Term Memory Assistance for Evolutionary Algorithms 2019 ·Mathematics ·Matej Črepinšek,Shih-Hsi Liu,Marjan Mernik,(unknown)	21
7	On the Importance of the Artificial Bee Colony Control Parameter ‘Limit’ 2017 ·Information Technology And Control ·(unknown),Shih-Hsi Liu,Matej Črepinšek,Marjan Mernik	16
8	Web Service Description Quality Function Deployment (WSDQFD): Systematic Analytical Approach 2016 ·(unknown),Austin Melton,Shih-Hsi Liu	1
9	Is a comparison of results meaningful from the inexact replications of computational experiments? 2014 ·Soft Computing ·Matej Črepinšek,Shih-Hsi Liu,Luka Mernik,Marjan Mernik	69
10	A parameter control method of evolutionary algorithms using exploration and exploitation measures with a practical application for fitting Sovova's mass transfer model 2013 ·Applied Soft Computing ·Shih-Hsi Liu,Marjan Mernik,(unknown),Matej Črepinšek	86
11	Introducing domain-specific language implementation using web service-oriented technologies 2012 ·Multiagent and Grid Systems ·Shih-Hsi Liu,(unknown),Marjan Mernik,Barrett R. Bryant,Jeff Gray,(unknown)	2
12	A note on teaching–learning-based optimization algorithm 2012 ·Information Sciences ·Matej Črepinšek,Shih-Hsi Liu,Luka Mernik	248
13	Loss resilient strategy in body sensor networks 2011 ·Nick D. Read,Shih-Hsi Liu,(unknown),Todd M. Wilson,Yu Cao,Balakrishnan Prabhakaran	1
14	Loss Resilient Strategy in Body Sensor Networks 2011 ·Nick D. Read,(unknown),Yu Cao,Shih-Hsi Liu,Todd M. Wilson,Balakrishnan Prabhakaran	2
15	A SOA Approach for Domain-Specific Language Implementation 2010 ·Shih-Hsi Liu,(unknown),(unknown),Marjan Mernik,Barrett R. Bryant,Jeff Gray	2
16	To explore or to exploit: An entropy-driven approach for evolutionary algorithms 2009 ·International Journal of Knowledge-based and Intelligent Engineering Systems ·Shih-Hsi Liu,Marjan Mernik,Barrett R. Bryant	43
17	Medical Video Event Classification Using Shared Features 2008 ·Yu Cao,Shih-Hsi Liu,Ming Li,(unknown),Sanqing Hu	5
18	Entropy-Driven Parameter Control for Evolutionary Algorithms 2007 ·Shih-Hsi Liu,Marjan Mernik,Barrett R. Bryant	10
19	Quality of Service-Driven Requirements Analyses for Component Composition: A Two-Level Grammar++ Approach 2005 ·Defense Technical Information Center (DTIC) ·Shih-Hsi Liu,(unknown),Barrett R. Bryant,Jeff Gray,Rajeev R. Raje,(unknown),Mikhail Auguston	1
20	Validation of Distributed Real-Time and Embedded System composition in UniFrame 2004 ·Shih-Hsi Liu	1

About Shih-Hsi Liu

Shih-Hsi Liu is a scholar working on Software, Artificial Intelligence and Computational Theory and Mathematics, having authored 40 papers that have together received 2.0k indexed citations. Recurring topics across this work include Metaheuristic Optimization Algorithms Research (14 papers), Evolutionary Algorithms and Applications (13 papers) and Advanced Multi-Objective Optimization Algorithms (12 papers). The work is most often cited by research in Computational Theory and Mathematics (717 citations), Artificial Intelligence (1.3k citations) and Industrial and Manufacturing Engineering (201 citations). Shih-Hsi Liu has collaborated with scholars based in United States, Slovenia and Saudi Arabia. Frequent co-authors include Matej Črepinšek, Marjan Mernik, Luka Mernik, Derviş Karaboğa, Barrett R. Bryant, Jeff Gray, Austin Melton, Yu Cao, Mikhail Auguston and Sanqing Hu. Their work appears in journals such as Expert Systems with Applications, ACM Computing Surveys and Information Sciences.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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