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Reusable test collections through experimental design

Ben Carterette, Evangelos Kanoulas, Virgil Pavlu, Hui Fang
2010 Proceeding of the 33rd international ACM SIGIR conference on Research and development in information retrieval - SIGIR '10  
Thus we propose a methodology for information retrieval experimentation that collects evidence for or against the reusability of a test collection while judgments are being made.  ...  Portable, reusable test collections are a vital part of research and development in information retrieval. Reusability is difficult to assess, however.  ...  CONCLUSIONS We have proposed an experimental design that can be used during construction of large test collections to collect evidence for or against the future reusability of the collection.  ... 
doi:10.1145/1835449.1835541 dblp:conf/sigir/CarteretteKPF10 fatcat:h67of6lyxrb5pkvh2mtbpuopka

Fuzzy Logic Control Neural Network Hybrid System for Identification, Classification of Software Reusability Components through Relationships of Lattice Factors

T Rajani Devi, B Rama
2018 International Journal of Engineering & Technology  
the experimental analysis and results through proposed algorithmic approach.  ...  for identification and Classification of Reusability Components through Strong, Week Relationships of Lattice Factors which is implacable for designing the better quality software product; and described  ...  and Classification of Reusability Components through Strong, Week Relationships of Lattice Factors which is implacable for designing the better quality software product.  Experimental analysis and results  ... 
doi:10.14419/ijet.v7i3.8.16845 fatcat:alkfv7gb2rgnlbpsyvm2ukryhm

Datasets on Process Transesterification of Binary Blend of Oil for Fatty Acid Ethyl Ester (FAEE) Synthesized via the Ethanolysis of Heterogeneous Doped Catalyst

T.F. Adepoju, M.A. Ibeh, E.O. Babatunde, G.S. Abegunde, P.O. Adepoju, A.J. Asuquo, C. Osueke
2020 Data in Brief  
Characterization of the developed doped catalyst (DDC) was carried out using FTIR, SEM, XRD, and BET adsorption analysis, while the basic strength of the DDC was tested through reusability test data.  ...  Mathematical optimization of the process condition was carried out through Box-Behnken Experimental Design (BBED) in 29 runs with variations in four variables as catalyst concentration (1.5 to 3.5 wt.%  ...  Our gratitude also goes to the design expert software provider for the opportunity to use the trial version of the design dx.6.0.8.  ... 
doi:10.1016/j.dib.2020.105905 pmid:32637505 pmcid:PMC7329925 fatcat:bymyv47o5bbaxjoursbcvkbuj4

SysML'19 demo: customizable and reusable Collective Knowledge pipelines to automate and reproduce machine learning experiments [article]

Grigori Fursin
2019 arXiv   pre-print
I hope that our approach will help authors reduce their effort when sharing reusable and extensible research artifacts while enabling artifact evaluators to automatically validate experimental results  ...  I will demonstrate how to automate this process using open-source, portable, customizable and CLI-based Collective Knowledge workflows and pipelines developed by the community.  ...  It can help future SysML authors share reusable pipelines with a common API to automate and accelerate validation of experimental results from their articles.  ... 
arXiv:1904.00324v1 fatcat:dh6tmpa4tjgy7mlxhf5yzyejgy

Assessing the Reusability of 3D-Printed Photopolymer Microfluidic Chips for Urine Processing

Eric Lepowsky, Reza Amin, Savas Tasoglu
2018 Micromachines  
and cleaning procedure to enable reusable microfluidic devices.  ...  carboxaldehyde (CBQCA) fluorescence detection method, the protein cross-contamination between samples and the protein uptake of the cleaning chip were assessed, demonstrating a feasible 3D-printed chip design  ...  S.T. and R.A. are a founder of, and has an equity interest in QRfertile, LLC, a company that is developing microfluidic technologies for fertility testing. S.T.'s and R.A.'  ... 
doi:10.3390/mi9100520 pmid:30424453 pmcid:PMC6215198 fatcat:yrcy2z7vx5exjjleck7s4cjp3m

Software Process Management: An Organizational Learning Perspective

Thiagarajan Ravichandran, Arun Rai
2000 European Conference on Information Systems  
The model was tested using data collected from 123 IS units in Fortune 1000 firms and large government agencies.  ...  These literature streams suggest that the concepts of process design, process control, learning through experimentation and learning through knowledge codification and reuse are important in the development  ...  Process Design • Process automation • Process integration • Formalization of design methods • Formalization of reusability Learning through experimentation • Information collection and use Learning through  ... 
dblp:conf/ecis/RavichandranR00 fatcat:ca37s6h575etllk4yqmkcqfwmy

Software reusability assessment using soft computing techniques

Yogesh Singh, Pradeep Kumar Bhatia, Omprakash Sangwan
2011 Software engineering notes  
In this paper we have proposed a model based on four parameters: Changeability, Interface Complexity, Understandability of Software and Documentation Quality for accessing software reusability levels using  ...  Experimental Design The experiment is conducted to explore the possibilities of usage NN for assessing software reusability level.  ...  Plot of Training Error V/s Epochs Testing Fuzzy Inference System During the testing phase, when developed system is tested against the validation data sets and an average testing error 0.045 is obtained  ... 
doi:10.1145/1921532.1921548 fatcat:fasjlqcg6bbjlh4nvgmhze3gqa

A Knowledge-Based Strategy for the Automated Support to Network Management Tasks

Sameera ABAR, Tetsuo KINOSHITA
2010 IEICE transactions on information and systems  
For the proof of concept, an experimental network system has been implemented in our laboratory, and the deployment of some test-bed scenarios is performed.  ...  Validation of the reusability/modifiability aspects of our system, illustrates the flexible manipulation of the knowledge fragments within diverse application contexts.  ...  While designing the network domain ontology for our experimental system, a particular care has been taken to ensure its reusability, maintainability, and modifiability in a flexible manner.  ... 
doi:10.1587/transinf.e93.d.774 fatcat:kot24e4oefhzra425d2ozmxiaa

An Easter Egg Hunting Approach to Test Collection Building in Dynamic Domains

Seyyed Hadi Hashemi, Charles L. A. Clarke, Adriel Dean-Hall, Jaap Kamps, Julia Kiseleva
2016 NTCIR Conference on Evaluation of Information Access Technologies  
create a reusable test collection.  ...  We conduct an extensive analysis of the reusability of the test collection based on ClueWeb12, and find it too low for reliable offline testing.  ...  [6] proposed an experimental design, which collects evidence for or against three types of reusability (i.e., within-team, between team and participant comparison) during collecting judgments.  ... 
dblp:conf/ntcir/HashemiCDKK16 fatcat:kxnofstm6ndw5icry43sofhda4

Page 23 of American Society of Civil Engineers. Collected Journals Vol. 12, Issue 1 [page]

1999 American Society of Civil Engineers. Collected Journals  
First, the writers discuss tests that are designed to study the properties of removability and reusability of PVDF sensors.  ...  The repeatability of signals generated by such sensors is verified through a series of tests.  ... 

Metric Based Testability Estimation Model for Object Oriented Design: Quality Perspective

Mahfuzul Huda, Yagya Dutt Sharma Arya, Mahmoodul Hasan Khan
2015 Journal of Software Engineering and Applications  
Moreover study developed metric based testability estimation model and developed model has been validated using experimental test.  ...  Estimating testability at design stage is a criterion of crucial significance for software designers to make the design more testable.  ...  Testability Estimation model has been validated theoretically as well as empirically using experimental test.  ... 
doi:10.4236/jsea.2015.84024 fatcat:k2wrsxoxtrdgnf2pl4mv2v5wri

A metric for composite service reusability analysis

A. Khoshkbarforoushha, P. Jamshidi, F. Shams
2010 Proceedings of the 2010 ICSE Workshop on Emerging Trends in Software Metrics - WETSoM '10  
If future studies ascertain these findings by replicating this experiment, the practical implications of such a metric are early detection of the design flaws and aiding architects to judge various design  ...  This work proposes a quantitative metric to analyze potential reusability of a BPEL (Business Process Execution Language) Process.  ...  An experimental design is a detailed plan for data collection and the other experimental tasks that will be used to test the hypotheses.  ... 
doi:10.1145/1809223.1809233 dblp:conf/icse/KhoshkbarforoushhaJS10 fatcat:mf3ys6gifnagngdugies563aqq

Reusable launch vehicle technology program

Delma C Freeman, Theodore A Talay, R.Eugene Austin
1997 Acta Astronautica  
Industry/NASA Reusable Launch Vehicle (RLV) Technology Program efforts are underway to design, test, and develop technologies and concepts for viable commercial launch systems that also satisfy national  ...  It addresses the specific technologies being tested that address the technical and operability challenges of reusable launch systems including reusable cryogenic propellant tanks, composite structures,  ...  Correlations between analytical predictions and experimental test results must be at a high level of confidence to ensure analytical tools are valid for purposes of full-scale vehicle design.  ... 
doi:10.1016/s0094-5765(97)00197-5 fatcat:b3jmzwwle5hwfalxzie4pzfe2a

Experiments as Code: A Concept for Reproducible, Auditable, Debuggable, Reusable, Scalable Experiments [article]

Leonel Aguilar, Michal Gath-Morad, Jascha Grübel, Jasper Ermatinger, Hantao Zhao, Stefan Wehrli, Robert W. Sumner, Ce Zhang, Dirk Helbing, Christoph Hölscher
2022 arXiv   pre-print
A common concern in experimental research is the auditability and reproducibility of experiments.  ...  Experiments are usually designed, provisioned, managed, and analyzed by diverse teams of specialists (e.g., researchers, technicians and engineers) and may require many resources (e.g. cloud infrastructure  ...  This third generation would extend their focus from experimental design towards reproducibility, auditability, debuggability, reusability, and scalability.  ... 
arXiv:2202.12050v1 fatcat:d2y5mvlrgze3rk5a4yr7roiqpi

Building Reusable Remote Labs with Adaptable Client User-Interfaces

Salaheddin Odeh
2010 Journal of Computer Science and Technology  
The system implementation of a specific remote lab is neither generic nor reusable.  ...  The experiment designer needs only to connect the experiment components and equipment such as capacitors, resistors, transistors, function generators with a switch system of a lab server, then, she/he  ...  The switching matrix allows the test instrumentation to be connected to a number of test points on the experimental board course of an experiment.  ... 
doi:10.1007/s11390-010-9383-4 fatcat:y33qix2g3bb2xgdldwzymyxvhy
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