연구동향 분석
박사

Big Data Analysis using Experimental Optimization, Data Mining, and Decision Making Methodology : 실험적 최적화와 데이터마이닝, 의사결정론을 활용한 빅데이터 분석

니타솔레하티 2015년

논문상세정보
인용/피인용
' Big Data Analysis using Experimental Optimization, Data Mining, and Decision Making Methodology : 실험적 최적화와 데이터마이닝, 의사결정론을 활용한 빅데이터 분석' 의 주제별 논문영향력
논문영향력 선정 방법
논문영향력 요약
주제
  • big data analysis
  • decision tree
  • multidisciplinary research
  • promethee
  • taguchi method
동일주제 총논문수 논문피인용 총횟수 주제별 논문영향력의 평균
458 0

0.0%

' Big Data Analysis using Experimental Optimization, Data Mining, and Decision Making Methodology : 실험적 최적화와 데이터마이닝, 의사결정론을 활용한 빅데이터 분석' 의 참고문헌

  • Zhou X, Zhang Y, Shi M, Shi H, and Zhen Z, "Early detection of liverdisease using data visualisation and classification method," BiomedicalSignal Processing and Control, vol. 11, pp. 27?35, 2014.
  • Zhang JY, Klapperich CM Do J, "Maskless writing of microfluidics: Rapidprototyping of 3D microfluidics using scratch on a polymer substrate,"Robotics and Computer-Integrated Manufacturing, vol. 27, pp. 245-248,2011.
  • Y. Hui, Z. Longqun, and L. Xianwen, "Classification of Wetland from TMimageries based on Decision Tree," WSEAS Transactions on InformationScience and Applications, vol. 6, no. 7, pp. 1155-1164, 2009.
  • X.P. Dang, "General frameworks for optimization of plastic injectionmolding process parameters," Simulation Modelling Practice and Theory,vol. 40, pp. 15-27, 2014.
  • X. Lu and L.S. Khim, "A statistical experimental study of the injectionmolding of optical lenses," Journal of Materials Processing Technology, vol.113, no. 1-3, pp. 189-195, 2001.
  • Wisdom M. Dlamini, "A data mining approach to predictive vegetationmapping using probabilistic graphical models," Ecological Informatics, vol.38, no. 6, pp. 11-124, 2011.
  • William Y. Fowlkes and Clyde M. Creveling, Engineering Methods forRobust Product Design: Using Taguchi Methods in Technology and ProductDevelopment. Massachusetts: Prentice Hall, 1995.
  • W.Y. Fowlkes and C.M. Creveling, Engineering methods for robust productdesign using Taguchi methods in technology and product development.Massachusetts: Addison-Wesley Publishing Company, 1995.
  • Vijayajothi Paramasivam, Tan Sing Yee, Sarinder K. Dhillon, and AmandeepS. Sidhu, "A methodological review of data mining techniques in predictivemedicine: An application in hemodynamic prediction for abdominal aorticaneurysm disease," Biocybernetics and Biomedical Engineering, vol. 34, no.3, pp. 139-145, 2014.
  • Vali Derhami, Elahe Khodadadian, Mohammad Ghasemzadeh, and AliMohammad Zareh Bidoki, "Applying reinforcement learning for web pagesranking algorithms," Applied Soft Computing, vol. 13, pp. 1686?1692, 2013.
  • Valerie Belton and Theodor Stewart, Multiple Criteria Decision Analysis : anintegrated approach.: Springer Science+Business Media Dordrecht, 2002.
  • V. Podgorelec, P. Kokol, B. Stiglic, and I. Rozman, "Decision trees: anoverview and their use in medicine," Journal of Medical Systems, vol. 26, pp.445-463, 2002.
  • V. Podgorelec, "Improved Mining of Software Complexity Data onEvolutionary Filtered Training Sets," WSEAS Transactions on InformationScience and Applications, vol. 6, no. 11, pp. 1751-1760, 2009.
  • UCI repository of machine learning databases. (2014, December) BUPALiver Disorders Dataset. [Online]. http://ftp.ics.uci.edu/pub/machinelearning-databases/liver-disorders/
  • Thomas B. Barker, Quality By Experimental Design. Boca Raton: CRCPress, 2005.
  • Tapio Elomaa and Matti Kaariainen, "An analysis of reduced error pruning,"Journal of Artificial Intelligence Research, vol. 15, no. 1, pp. 163-187 , 2001.
  • Tamer Ucar and Adem Karahoca, "Predicting existence of Mycobacteriumtuberculosis on patients using data mining approaches," Procedia ComputerScience, vol. 3, pp. 1404?1411, 2011.
  • Taho Yang, Yuan-Feng Wen, and Fang-Fang Wang, "Evaluation ofrobustness of supply chain information-sharing strategies using a hybrid145Taguchi and multiple criteria decision-making method," InternationalJournal of Production Economics, vol. 134, no. 2, pp. 458?466, 2011.
  • T.A. Barker, Quality by experimental design. Boca Raton: CRC Press, 2005.
  • T. Tamai and M. Fujita, "Development of an expert system for credit cardapplication assessment," International Journal of Computer Applications inTechnology, vol. 2, pp. 1-7, 1989.
  • T. Elomaa and M. Kaariainen, "An Analysis of Reduced Error Pruning,"Journal Of Artificial Intelligence Research, vol. 15, pp. 163-187, 2001.
  • Sunila Gollapudi, Getting Started with Greenplum for Big Data Analytics.Birmingham, UK: Packt Publishing, 2013.
  • Sunhoe Kim and Inkwon Hong, "Effects of humidity and temperature on aproton exchange membrane fuel cell (PEMFC) stack," Journal of Industrialand Engineering Chemistry, vol. 14, no. 3, pp. 357-364, 2008.
  • Stephan Kudyba, Big Data, Mining, and Analytics: Components of StrategicDecision Making. Boca Raton, Florida: CRC Press, 2014.
  • Solehati N, Bae J, and Sasmito AP, "Numerical investigation of multi-scalemixing in microchannel T-junction with wavy structure," in Proceedings ofthe ASME 2012 International Mechanical Engineering Congress andExposition, Houston, 2012.
  • Solehati N, Bae J, and Sasmito AP, "Computational study of improved yeteasy-to-manufacture micro-mixer design for chemical processes andpharmaceutical industries," Robotics and Computer-IntegratedManufacturing, vol. submitted; Special Issue FAIM 2012, 2014.
  • Solehati N, Bae J, Liu L, and Bae H, "Predicting Search Engine Ranking withPROMETHEE: A Multi-Criteria and Feedback-Driven Approach," Journalof Web Service Research, vol. Submitted, 2014.
  • Sheng-Ju Wu, Sheau-Wen Shiah, and Wei-Lung Yu, "Parametric analysis ofproton exchange membrane fuel cell performance by using the Taguchimethod and a neural network," Renewable Energy, vol. 34, no. 1, pp. 135-144, 2009.
  • Shajan Kuriakose, Kamal Mohan, and M.S Shunmugam, "Data miningapplied to wire-EDM process," Journal of Materials Processing Technology,vol. 142, no. 1, pp. 182?189, 2003.
  • Salvatore Corrente, Salvatore Greco, Roman S??owi?ski, "Multiple CriteriaHierarchy Process with ELECTRE and PROMETHEE," Omega, vol. 41, no.5, pp. 820-846, 2013.
  • S.J. Cheng, J.M. Miao, and S.J. Wu, "Numerical optimization design of PEMfuel cell performance applying the Taguchi method," World AcademyScience, Engineering and Technology, vol. 65, pp. 249-255, 2010.
  • S. Segrera and M.N. Moreno, "AnExperimental Comparative Study of WebMining Methods for Recommender Systems," in Proceedings of the 6thWSEAS International Conference on Distance Learning and WebEngineering, 2006, pp. 56-61.
  • S. Kaytakoglu and L. Akyalcin, "Optimization of parametric performance ofa PEMFC," International Journal Hydrogen Energy, vol. 32, pp. 4418-4423,2007.
  • Ross A. Malaga, "Search Engine Optimization?Black and White HatApproaches," Advances in Computers, vol. 78, pp. 1-39, 2010.
  • Riccardo Dulmin and Valeria Mininno, "Supplier selection using a multicriteriadecision aid method," Journal of Purchasing and SupplyManagement, vol. 9, no. 4, pp. 177?187, July 2003.
  • R.P. O Hayre, S. W. Cha, W. Cholella, and F.B. Prinz, Fuel cellfundamentals. New York: John Wiley & Sons Inc., 2006.
  • R. Ribeiro, R. Marinho, J. Velosa, F. Ramalho, and J.M. Sanches, "Chronicliver disease staging classification based on ultrasound, clinical and141laboratorial data," in Proceedings of 2011 IEEE International Symposium onBiomedical Imaging from Nano to Macro, 2011, pp. 707-710.
  • R. Lin, "An intelligent model for liver disease diagnosis," ArtificialIntelligence in Medicine, vol. 47, no. 1, pp. 53-62, 2009.
  • Prashant Doshi, Richard Goodwin, Rama Akkiraju, and Kunal Verma,"Dynamic Workflow Composition: Using Markov Decision Processes,"146International Journal of Web Services Research, vol. 2, no. 1, pp. 1-17, 2005.
  • P.A.C. Chang, J.S. Pierre, J. Strumper, and B. Wetton, "Flow distribution inproton exchange membrane fuel cell stacks," Journal of Power Sources, vol.162, no. 1, pp. 340-355, 2006.
  • P. Rajeswari and G. Sophia Reena, "Analysis of Liver Disorder Using DataMining Algorithm," Global Journal of Computer Science and Technology,vol. 10, no. 14, pp. 48-52, 2010.
  • Nursel Yalc??n and Utku Kose, "What is search engine optimization: SEO?,"in World Conference on Learning, Teaching and Administration Papers, vol.9, 2010, pp. 487?493.
  • Niyati Aggarwal, Amit Kumar , Harsh Khatter, and Vaishali Aggarwal,"Analysis the effect of data mining techniques on database," Advances inEngineering Software, vol. 47, no. 1, pp. 164?169, 2012.
  • Nita Solehati, Joonsoo Bae, and Youngki Kang, "Analysis of Popularity Sitein Search Engine using PROMETHEE Method," in Korean Institute ofIndustrial Engineers Conference, Seoul, 2011.
  • Nita Solehati, Joonsoo Bae, and Agus Pulung Sasmito, "Optimization ofoperating parameters for liquid-cooled PEM fuel cell stacks using Taguchimethod," Journal of Industrial and Engineering Chemistry, vol. 18, no. 3, pp.1039-1050, 2012.
  • Nikos Kalogeras, George Baourakis, Costantin Zopounidisd, and Gert vanDijk, "Evaluating the financial performance of agri-food firms: a multicriteriadecision-aid approach," Journal of Food Engineering, vol. 70, no. 3, pp. 365?371, 2005.
  • Nguyen NT and Wu Z, "Micromixers ? a review," Journal ofMicromechanics and Microengineering, vol. 15, pp. R1-16, 2005.
  • Naveen Garg, Anil Kumara, and Sagar Majib, "Parametric sensitivityanalysis of factors affecting sound insulation of double glazing using Taguchimethod," Applied Acoustics, vol. 74, no. 12, pp. 1406?1413, 2013.
  • Mustafa Kurt, O. Saban Kambe, Yusuf Kaynak , Gurcan Atakok, and OguzGirit, "Experimental investigation of plastic injection molding: Assessmentof the effects of cavity pressure and mold temperature on the quality of thefinal products," Materials & Design, vol. 30, no. 8, pp. 3217-3224, 2009.
  • Muhammad Shahbaz S.A.M., Muhammad Shaheen, and Ayaz Khan, "DataMining Methodology in Perspective of Manufacturing Databases," Journal ofAmerican Science, vol. 6, no. 11, 2010.
  • Muhammad Jamil and E.Y.K. Ng, "Statistical modeling of electrode basedthermal therapy with Taguchi based multiple regression," InternationalJournal of Thermal Sciences, vol. 71, pp. 283?291, 2013.
  • Ming-Chun Lee, Hsuan-Kai Chen, Hsin-Hung Wu Jo-Ting Wei, "Customerrelationship management in the hairdressing industry: An application of datamining techniques," Expert Systems with Applications, vol. 40, no. 18, pp.7513-7518, 2013.
  • Michael Doumpos and Constantin Zopounidis, "A multicriteria decisionsupport system for bank rating," Decision Support Systems, vol. 50, no. 1, pp.55?63, 2010.
  • Matthias Ehrgott, Jose Rui Figueira, Salvatore Greco, Trends in MultipleCriteria Decision Analysis. Berlin: Springer, 2010.
  • Maria M.R. Mostert, Godwin A. Ayoko, and Serge Kokot, "Multi-criteriaranking and source identification of metals in public playgrounds,"Geoderma, vol. 173-174, pp. 173-183, 2012.
  • Maria E. Baltazar, Joao Jardim, Pedro Alves, and Jorge Silva, "Air TransportPerformance and Efficiency: MCDA vs. DEA Approaches," Procedia -Social and Behavioral Sciences, vol. 111, pp. 790-799, 2014.
  • Majid Behzadian, R.B. Kazemzadeh, A. Albadvi, and M. Aghdasi,"PROMETHEE: A comprehensive literature review on methodologies andapplications," European Journal of Operational Research, vol. 200, no. 1,pp. 198?215, 2010.
  • M.G. Hill, P.G. Connolly, P. Reutemann, and D. Fletcher, "The use of datamining to assist crop protection decisions on kiwifruit in New Zealand,"Computers and Electronics in Agriculture, vol. 108, pp. 250-257, 2014.
  • M. Neshat, M. Yaghobi, and M. Naghibi, "Designing expert system of liverdisorders by using neural network and comparing it with parametric andnonparametric system," in Multi-Conference on Systems, Signals and142Devices, 2008, pp. 1-6.
  • M. Neshat, M. Yaghobi, M. Naghibi, and A. Esmaelzadel, "Fuzzy ExpertSystem Design for Diagnosis of Liver Disorders," in 2008 InternationalSymposium on Knowledge Acquition and Modeling, 2008, pp. 252-256.
  • Liu H, Li P, and Lew JV, "CFD study on flow distribution uniformity in fueldistributors having multiple structural bifurcations of flow channels,"International Journal of Hydrogen Energy, vol. 35, no. 17, pp. 9186-9198,2010.
  • L.W. Seow and Y.C. Lam, "Optimizing flow in plastic injection molding,"Journal of Materials Processing Technology, vol. 72, no. 3, pp. 333-341,1997.
  • L. Xie, L. Shen, and B. Jiang, Modelling and Simulation for Micro InjectionMolding Process.: InTech, 2011.140
  • Kumar V, Paraschivoiu M, and Nigam KDP, "Single-phase fluid flow and139mixing in microchannels," Chemical Engineering Science, vol. 66, pp. 1329-1373, 2011.
  • K.S. Dhathathreyan, N. Rajalakshmi, and in: S. Basu (Ed.), Recent Trends inFuel Cell Science and Technology. New Delhi, India: Anamaya Publisher,2007.
  • Julie Moeyersoms, Enric Junque de Fortuny, Karel Dejaeger, Bart Baesens,and David Martens, "Comprehensible Software Fault and Effort Prediction: aData Mining Approach," Journal of Systems and Software, vol. AcceptedManuscript, 2014.
  • Judit Bar-Ilan, Mazlita Mat-Hassan, and Mark Levene, "Methods forcomparing rankings of search engine results," Computer Networks: TheInternational Journal of Computer and Telecommunications Networking -Web dynamics, vol. 50, no. 10, pp. 1448-1463, 2006.
  • Judit Bar-Ilan, "Comparing rankings of search results on the Web ,"Information Processing & Management Special Issue on Infometrics, vol. 41,no. 6, pp. 1511?1519, 2005.144
  • Jose Figueira, Salvatore Greco, Matthias Ehrgott, Multiple Criteria DecisionAnalysis: State of The Art Surveys. Berlin: Springer, 2005.
  • Jonathan F. Easton, Christopher R. Stephens, and Maia Angelova, "Risk135factors and prediction of very short term versus short/intermediate term poststrokemortality: A data mining approach," Computers in Biology andMedicine, vol. 54, pp. 99-210, 2014.
  • Jiuyun Xu, Kun Chen, and Reiff-Marganiec Stephan, "Using MarkovDecision Process Model with Logic Scoring of Preference Model to OptimizeHTN Web Services Composition," International Journal of Web ServicesResearch, vol. 8, no. 2, pp. 53-73, 2011.
  • Jinn-Yi Yeh, Tai-Hsi Wu, and Chuan-Wei Tsao, "Using data miningtechniques to predict hospitalization of hemodialysis patients," DecisionSupport Systems, vol. 50, no. 2, pp. 439?448, 2011.
  • Jiju Antony and Frenie Jiju Antony, "Teaching the Taguchi method to137industrial engineers," International Journal of Productivity and PerformanceManagement , vol. 50, no. 4, pp. 141-149, 2001.
  • Jiawei Han and Micheline Kamber, Data Mining: Concepts and Techniques.San Francisco, California: Morgan Kaufmann Publishers is an imprint ofElsevier, 2006.
  • Jean-Pierre Brans and Bertrand Mareschal, "Promethee Methods," MultipleCriteria Decision Analysis: State of the Art Surveys, vol. 78, pp. 163-186,2005.
  • Jadwiga R. Ziolkowska, "Optimizing biofuels production in an uncertaindecision environment: Conventional vs. advanced technologies," AppliedEnergy, vol. 114, pp. 366?376, 2014.134
  • Jacek Zak, Szymon Fierek, and Miroslaw Kruszynski, "Evaluation ofdifferent transportation solutions with the application of Macro Simulationtools and Multiple Criteria Group Decision Making/Aiding methodology,"Procedia - Social and Behavioral Sciences, vol. 111, pp. 340 ? 349, 2014.
  • J.P. Brans, PH. Vincke, and B. Mareschal, "How to select and how to rankprojects: The Promethee method," European Journal of OperationalResearch, vol. 24, no. 2, pp. 228?238, 1986.
  • J.P. Brans, C. Macharis, P.L. Kunsch, and M. Schwaninger, "Combiningmulticriteria decision aid and system dynamics for the control of socioeconomicprocesses, An iterative real-time procedure," European Journal ofOperational Research, vol. 109, no. 2, pp. 428?441, 1998.
  • J.P. Brans, "The space of freedom of the decision maker modelling thehuman brain," European Journal of Operational Research, vol. 92, no. 3, pp.593?602, 1996.136
  • J.P. Brans, "Ethics and decision," European Journal of OperationalResearch, vol. 136, no. 2, pp. 340?352, 2002.
  • J.P. Brans and PH. Vincke, "A preference ranking organization method,"Management Science, vol. 31, 1985.
  • J.P. Brans and B. Mareschal, "The Promcalc and Gaia decision-supportsystem for multicriteria decision aid," Decision Support Systems, vol. 12, no.4-5, pp. 297?310, 1994.
  • J.P. Brans and B. Mareschal, "The PROMETHEE VI procedure. How todifferentiate hard from soft multicriteria problems.," Journal of DecisionSystems, vol. 4, pp. 213?223, 1995.
  • J.P. Brans and B. Mareschal, "Promethee-V ? MCDM problems withsegmentation constraints.," INFOR, vol. 30, no. 2, pp. 85-96.
  • J. Larminie and A. Dicks, Fuel cell system explained. New York: John Wiley& Sons Inc., 2000.
  • J. A. Harding, M. Shahbaz, Srinivas, and A. Kusiak, "Data Mining inManufacturing: A Review," Journal of Manufacturing Science andEngineering, vol. 128, no. 4, pp. 969-976, 2005.
  • Ian Soboroff, Charles Nicholas, and Patrick Cahan, "Ranking retrievalsystems without relevance judgments," in Proceedings of the 24th annualinternational ACM SIGIR conference on Research and development ininformation retrieval, 2001, pp. 66-73.
  • I.H. Witten, E. Frank, and M.A. Hall, Data Mining: Practical MachineLearning Tools and Techniques: Practical Machine Learning Tools andTechniques.: Elsevier Science, 2011.
  • Hsiang-Yang Chen, Ting-Wei Hou, Chao-Hua Chuang, and TBPS ResearchGroup, "Applying data mining to explore the risk factors of parenting stress,"Expert Systems with Applications, vol. 37, no. 1, pp. 598-601, 2010.
  • Hessel V, Lowe H, and Schonfeld F, "Micromixers - a review on passive andactive mixing principles," Chemical Engineering Science, vol. 60, pp. 2479-2501, 2005.
  • H.W. Wu and H.W. Gu, "Analysis of operating parameters considering floworientation for performance of a proton exchange membrane fuel cell usingthe Taguchi method," Journal Power Sources, vol. 195, pp. 3621-3630, 2010.
  • H. Kahramanli and N. Allahverdi, "Mining Classification Rules for LiverDisorders," International Journal of Mathematics and Computers inSimulation, vol. 3, no. 1, pp. 9-19, 2009.
  • Google. (2012) Google information for webmaster. [Online].http://www.google.com/webmasters/4.html
  • Genichi Taguchi, Subir Chowdhury, and Yuin Wu, Taguchi ?s QualityEngineering Handbook. Hoboken, New Jersey: John Wiley & Sons, Inc.,2005.
  • Fortunato Migliardini, Ottorino Veneri, and Pasquale Corbo, "Hydrogen andproton exchange membrane fuel cells for clean road transportation," vol. 17,no. 3, pp. 633-641, 2011.138
  • Fausto Cavallaro, "Multi-criteria decision aid to assess concentrated solarthermal technologies," Renewable Energy, vol. 34, no. 7, pp. 1678?1685,2009.
  • Eugene R. Schiff, Michael F. Sorrell, and Willis C. Maddrey, Schiff'sDiseases of the Liver, 10th ed.: Lippincott Williams & Wilkins, 2007.
  • Esfandiari N, Babavalian M.R., Moghadam A.M.E., and Tabar V.K.,"Knowledge discovery in medicine: Current issue and future trend," ExpertSystems with Applications, vol. 41, pp. 4434?4463, 2014.
  • E. Turban, J.E. Aronson, T.P. Liang, and R. Sharda, Decision support andbusiness intelligence systems, 8th ed. Taiwan: Pearson Education, 2007.
  • D. Teixidor, Ferrer I, Ciurana J, and Ozel T, "Optimization of processparameters for pulsed laser milling of micro-channels on AISI H13 toolsteel," Robotics and Computer-Integrated Manufacturing, vol. 29, pp. 209-218, 2013.
  • D. Diakoulaki and F. Karangelis, "Multi-criteria decision analysis and cost?benefit analysis of alternative scenarios for the power generation sector inGreece," Renewable and Sustainable Energy Reviews, vol. 11, no. 4, pp.716?727, 2007.
  • D. Chiang, W. Chen, Y. Wang, and L. Hwang, "Rules Generation From theDecision Trees," Journal of Information Science and Engineering, vol. 17,pp. 325-339, 2001.
  • Chien-Wen Hong, "Using the Taguchi method for effective marketsegmentation," Expert Systems with Applications, vol. 39, no. 5, pp. 5451-5459, 2012.
  • Carson K. Leung and Kyle W. Joseph, "Sports Data Mining: PredictingResults for the College Football Games," Procedia Computer Science, vol.35, pp. 710-719, 2014.
  • Caroline M. Eastman and Bernard J. Jansen, "Coverage, relevance, andranking: The impact of query operators on Web search engine results," ACMTransactions on Information Systems, vol. 21, pp. 383-411 , 2003.
  • C. Huang, Y. Lin, and C. Lin, "Implementation of classifiers for choosinginsurance policy using decision trees: a case study," WSEAS Transactions onComputers, vol. 7, no. 10, pp. 1679-1689, 2008.
  • C. Dendek and J. Ma? dziuk, "Improving Performance of a Binary Classifierby Training Set Selection," in Proceedings of 18th International Conferenceon Artificial Neural Networks, 2008, pp. 128-135.
  • Bertrand Marescal. (2014) PROMETHEE-GAIA. [Online].http://www.promethee-gaia.net
  • Bernard Roy, Multicriteria Methodology for Decision Aiding. Dordrecht:Kluwer Academic Publishers, 1996.
  • Bashar Al-Kloub and M. F. Abu-Taleb, "Application of MulticriteriaDecision Aid to Rank the Jordan-Yarmouk Basin Co-riparians According tothe Helsinki and ILC Rules," Water International, vol. 23, no. 3, 1998.
  • Bashar A1-Kloub, Tarik Al-Shemmeri, and Alan Pearman, "The role of133weights in multi-criteria decision aid, and the ranking of water projects inJordan," Theory and Methodology, vol. 99, pp. 278-288, 1997.
  • Baoguo Zhang et al., "Impact force for micro-detonation of striking arcmachining of silicon nitrides using the Taguchi method," Journal of Alloysand Compounds, vol. 580, pp. 176?181, 2013.
  • B. V. Ramana, M.S.P. Babu, and N.B. Venkateswarlu, "A Critical Study ofSelected Classification Algorithms for Liver Disease Diagnosis,"International Journal of Database Management Systems, vol. 3, pp. 101-114,2011.
  • B. Ozcelik and T. Erzurumlu, "Comparison of the warpage optimization inthe plastic injection molding using ANOVA, neural network model andgenetic algorithm," Journal of Materials Processing Technology, vol. 171,no. 3, pp. 437-445, 2006.
  • B. Mareschal and J.P. Brans, "Geometrical representations for MCDA. theGAIA module," European Journal of Operational Research, vol. 34, pp. 69?77, 1988.
  • B. Mareschal and J.P. Brans, "BANK ADVISER. An industrial evaluationsystem," European Journal of Operational Research, vol. 54, pp. 318?324,1991.
  • Aykan Akincilar and Metin Dagdeviren, "A hybrid multi-criteria decisionmaking model to evaluate hotel websites," International Journal ofHospitality Management, vol. 36, pp. 263?271, 2014.
  • Andreas Huth, Martin Drechsler, and Peter Kohler, "Using multicriteriadecision analysis and a forest growth model to assess impacts of treeharvesting in Dipterocarp lowland rain forests," Forest Ecology andManagement, vol. 207, no. 1-2, pp. 215?232, 2005.
  • Andrea. Esuli and Fabrizio Sebastiani, "Page ranking WordNet synsets: Anapplication to opinion related properties," in Proceeding of the 35th Meetingof the Association for Computational Linguistics, 2007, pp. 424-431.
  • Albert Bifet, Carlos Castillo, Paul-Alexandru Chirita, and Ingmar Weber.(2005, April) AIRWeb: Adversarial Information Retrieval on the Web.[Online]. http://airweb.cse.lehigh.edu/2005/bifet.pdf
  • Agus P. Sasmito, Erik Birgersson, and Arun S. Mujumdar, "Numericalevaluation of various thermal management strategies for polymer electrolytefuel cell stacks," International Journal of Hydrogen Energy, vol. 36, no. 20,pp. 12991-13007, 2011.
  • Agus P. Sasmito, Erik Birgersson, and Arun S. Mujumdar, "NumericalInvestigation of Liquid Water Cooling for a Proton Exchange MembraneFuel Cell Stack," Heat Transfer Engineering, vol. 32, no. 2, pp. 151-167,2011.
  • A.S. Mujumdar A.P. Sasmito, "Performance evaluation of a polymerelectrolyte fuel cell with a dead-end anode: A computational fluid dynamicstudy," International Journal of Hydrogen Energy, vol. 36, pp. 10917-10933,2011.
  • A.P. Sasmito and A.S. Mujumdar, Transport phenomena models for polymerelectrolyte fuel cell stacks: Thermal, water and gas management - Fromfundamentals to applications. Cermany: Lambert Academic Publising, 2011.
  • A. Tonkovich et al., "Microchannel technology scale-up to commercialcapacity," Chemical Engineering Research and Design, vol. 83 (A6), pp.634-639, 2005.
  • (2014, March) Desktop Search Engine Market Share. [Online].http://www.netmarketshare.com/search-engine-marketshare.aspx?qprid=4&qpcustomd=0
  • (2014, December) eHow. [Online].http://www.ehow.com/about_5048281_liver-disorders-diseases.html
  • (2014, April) Top 15 Most Popular Search Engines April 2014. [Online].http://www.ebizmba.com/articles/search-engines
  • (2013, May) National Library of Medicine. [Online].143http://www.nlm.nih.gov/medlineplus/ency/article/003470.htm
  • (2013, May) Medscape. [Online].http://www.medscape.com/viewarticle/710045_3
  • (2013, May) Liver ffunction Tests. [Online].http://www.mayoclinic.com/health/liver-functiontests/MY00093/DSECTION=results
  • (2013, May) LifeLabs Medical Laboratory Service of Canada. [Online].http://www.lifelabs.com/files/Canada/InsideDiagnostics/Inside_Diagnostics_July04.pdf
  • (2013, May) Lab Test. [Online].http://labtestsonline.org/understanding/analytes/