Zhengshan Wang

ORCID: 0000-0001-7371-7465
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About
Contact & Profiles
Research Areas
  • Software Testing and Debugging Techniques
  • Software Reliability and Analysis Research
  • Domain Adaptation and Few-Shot Learning
  • Collaboration in agile enterprises
  • Software Engineering Research
  • Machine Learning and ELM
  • Digital Transformation in Industry
  • Multimodal Machine Learning Applications
  • VLSI and Analog Circuit Testing
  • Educational Technology and Assessment
  • Machine Learning and Data Classification
  • Advanced Computational Techniques and Applications
  • Magnetic and Electromagnetic Effects
  • Remote-Sensing Image Classification
  • Microencapsulation and Drying Processes
  • Scheduling and Optimization Algorithms
  • Proteins in Food Systems
  • Evolutionary Algorithms and Applications
  • Industrial Technology and Control Systems
  • Advanced Sensor and Control Systems
  • Real-time simulation and control systems
  • Biomedical Text Mining and Ontologies
  • Pickering emulsions and particle stabilization
  • Advanced Measurement and Detection Methods
  • Metaheuristic Optimization Algorithms Research

University of Macau
2023-2024

Chengdu University
2024

Ministry of Agriculture and Rural Affairs
2024

Tianjin University
2021

Chinese Academy of Medical Sciences & Peking Union Medical College
2019

Nanjing University of Posts and Telecommunications
2018

University of Missouri
2015

Chuzhou University
2008-2011

Southeast University
2010-2011

South University
2010-2011

Heating protein with polysaccharide under neutral or near pH can induce the formation of soluble complex improved functional properties. The objective our research was to investigate effects λ-carrageenan (λC) concentrations and on foaming properties heated whey isolate (WPI) λC (h-cpx) in comparison WPI added (pWPI-λC), unheated (WPI-λC). In all 3 WPI-λC systems at 7, increasing concentration led foamability until a certain before it decreased. Despite their higher viscosity, both (pWPI-λC...

10.1111/1750-3841.12940 article EN Journal of Food Science 2015-06-29

Inter-class integration test order (ICITO) problem is to determine the in which classes are integrated and tested. It very important object-oriented software testing or regression testing, because different orders need cost construct corresponding stubs. However, current solutions ICITO lack an effective coupling measure technique estimate stub complexity, algorithm break cycles. Thus, this paper uses improved designs a random iterative Simulation experimental results show that overall...

10.1109/compsacw.2010.64 article EN 2010-07-01

The job-shop scheduling problem is a NP-hard combinational optimization and one of the best-known machine problems. Genetic algorithm an effective search to solve this problem; however quality best solution obtained by has improve due its limitation. paper proposes novel hybrid for problem, which applies chaos theory on basis combining genetic programming algorithm. It improves initial population using method; it maintains diversity chaotic disturbance anti-equilibration in crossover...

10.1145/1543834.1543938 article EN 2009-06-12

A common problem in object-oriented software integration testing is to determine the order which classes are integrated and tested. This paper proposes an effective approach automatically generate a (near) optimal test from Java source code. includes three aspects: constructing extended dependency graph represent inter-class dependencies, measuring coupling information estimate stub complexity, providing fast heuristic algorithm break cycles.

10.1109/compsac.2011.122 article EN 2011-07-01

Aligning and balancing the marginal conditional feature distributions are two critical procedures for unsupervised domain adaptation (UDA) problems. However, existing methods usually consider former while ignoring latter. To improve problems of instability imbalance, we propose Adaptative Joint Distribution Adaptation Network (AJDAN) by analyzing multi-modal interactions between types adding a self-learning network to simultaneously balance them. Furthermore, give higher weights samples that...

10.1109/access.2021.3096877 article EN cc-by IEEE Access 2021-01-01

Unsupervised domain adaptation (UDA) aims to transfer knowledge acquired from the labeled source unlabeled target domain. However, quality of samples can vary greatly. While partial are dominated by high-quality domain-invariant class-related information, others may only contain irrelevant domain-specific information or useless random noise. Treating all equally lead negative transfer, significantly impairing performance. To address issue varying sample quality, we propose an attention...

10.1109/tfuzz.2023.3332751 article EN IEEE Transactions on Fuzzy Systems 2023-11-14

Titanium has been reported to have positive effects on crop growth and production in various species. However, the impact of titanium Tartary buckwheat crops not yet studied. Therefore, an experiment was conducted investigate effect spraying different concentrations ionic growth, photosynthesis, uptake mineral nutrients buckwheat. The results showed that application significantly improved dry matter accumulation, internode diameter, main stem node, root length, average surface area, volume,...

10.3390/agronomy14040720 article EN cc-by Agronomy 2024-03-31

Evolutionary Testing (ET) is an effective test case generation technique which uses some meta-heuristic search algorithm, especially genetic to generate cases automatically. However, the prematurity of population may decrease performance ET. To solve this problem, paper presents a novel optimization strategy based on cataclysm. It monitors diversity during evolution process Once detected, it will use operator, cataclysm, recover population. The experimental results show that proposed can...

10.1109/compsacw.2010.69 article EN 2010-07-01

Cloud manufacturing is a new type of modern mode. The Manufacturing Service Composition (CMSC) one the key issues cloud manufacturing. quality and efficiency services are influenced by rationality optimisation model. Previous studies have rarely considered impact cooperation between on service composition. In this paper, Cooperation Level (SCL) evaluation mechanism corresponding update model proposed to dynamically measure level services. Furthermore, novel with Evaluation (CMSC-SCLE)...

10.1504/ijwmc.2018.097157 article EN International Journal of Wireless and Mobile Computing 2018-01-01

Cloud manufacturing is a new type of modern mode. The Manufacturing Service Composition (CMSC) one the key issues cloud manufacturing. quality and efficiency services are influenced by rationality optimisation model. Previous studies have rarely considered impact cooperation between on service composition. In this paper, Cooperation Level (SCL) evaluation mechanism corresponding update model proposed to dynamically measure level services. Furthermore, novel with Evaluation (CMSC-SCLE)...

10.1504/ijwmc.2018.10018275 article EN International Journal of Wireless and Mobile Computing 2018-01-01

The national basic science and technology projects (No.2012FY130100) help us design use the method of automatic extraction TCM term synonyms based on pattern recognition. This included 6 steps: preparing dictionaries, compiling programs, extracting rules, auditing results, merging evaluating effectiveness. Statistical data showed that accuracy synonym by this was about 94%, recall rate 94.5%. Therefore, terms recognition could improve efficiency extraction. Key words: Traditional...

10.3760/cma.j.issn.1673-4246.2019.03.016 article EN Traditional Chinese Medicine 2019-03-30
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