메뉴 건너뛰기




Volumn 76, Issue 4, 2011, Pages

Prediction of Effect of Natural Antioxidant Compounds on Hazelnut Oil Oxidation by Adaptive Neuro-Fuzzy Inference System and Artificial Neural Network

Author keywords

ANFIS; ANN; Hazelnut oil oxidation; Natural antioxidants; Peroxide

Indexed keywords

ANTIOXIDANT; BETA CAROTENE; ELLAGIC ACID; GALLIC ACID; QUERCETIN; RETINOL; VEGETABLE OIL;

EID: 79955584657     PISSN: 00221147     EISSN: 17503841     Source Type: Journal    
DOI: 10.1111/j.1750-3841.2011.02139.x     Document Type: Article
Times cited : (27)

References (48)
  • 1
    • 55549140847 scopus 로고    scopus 로고
    • Formulation and fuzzy modeling of viscosity of an orange-flavored carboxymethylcellulose-whey protein isolate beverage
    • Abu Ghoush M, Al-Mahasneh MA, Samhouri M, Al-Holy M, d Herald T. 2008a. Formulation and fuzzy modeling of viscosity of an orange-flavored carboxymethylcellulose-whey protein isolate beverage. Intl. J Food Engr 4:1-13.
    • (2008) Intl. J Food Engr , vol.4 , pp. 1-13
    • Abu Ghoush, M.1    Al-Mahasneh, M.A.2    Samhouri, M.3    Al-Holy, M.4    d Herald, T.5
  • 2
    • 34547573969 scopus 로고    scopus 로고
    • Formulation and fuzzy modelling of emulsion stability and viscosity of a gum-protein emulsifier in a model mayonnaise system
    • Abu Ghoush M, Samhouri M, Al-Holy M, Herald T. 2008b. Formulation and fuzzy modelling of emulsion stability and viscosity of a gum-protein emulsifier in a model mayonnaise system. J Food Engr 84:348-57.
    • (2008) J Food Engr , vol.84 , pp. 348-357
    • Abu Ghoush, M.1    Samhouri, M.2    Al-Holy, M.3    Herald, T.4
  • 4
    • 0004202155 scopus 로고    scopus 로고
    • AOAC. In 17th ed. Washington DC Association of Official Analytical Chemists.
    • AOAC. 2000. In Official methods of analysis of AOAC Intl. 17th ed. Washington DC Association of Official Analytical Chemists.
    • (2000) Official methods of analysis of AOAC Intl
  • 5
    • 31944432392 scopus 로고    scopus 로고
    • Studies on a natural antioxidant for stabilization of edible oil and comparison with synthetic antioxidants
    • Bera D, Lahiri D, Nag A. 2006. Studies on a natural antioxidant for stabilization of edible oil and comparison with synthetic antioxidants. J Food Engr 74:542-5.
    • (2006) J Food Engr , vol.74 , pp. 542-545
    • Bera, D.1    Lahiri, D.2    Nag, A.3
  • 6
    • 37649005939 scopus 로고    scopus 로고
    • Effect of storage on refined and husk olive oils composition: stabilization by addition of natural antioxidants from Chemlali olive leaves
    • Bouazizi M, Fki I, Hedya Jemai H, Ayadi M, Sayadi S. 2008. Effect of storage on refined and husk olive oils composition: stabilization by addition of natural antioxidants from Chemlali olive leaves. Food Chem 108:253-62.
    • (2008) Food Chem , vol.108 , pp. 253-262
    • Bouazizi, M.1    Fki, I.2    Hedya Jemai, H.3    Ayadi, M.4    Sayadi, S.5
  • 7
    • 0032918326 scopus 로고    scopus 로고
    • Effects of antioxidants on peanut oil stability
    • Chu YH, Hsu HF. 1999. Effects of antioxidants on peanut oil stability. Food Chem 66:29-34.
    • (1999) Food Chem , vol.66 , pp. 29-34
    • Chu, Y.H.1    Hsu, H.F.2
  • 8
    • 0031161968 scopus 로고    scopus 로고
    • Antioxidant efficacy of methanolic extracts of peanut hulls in soybean and peanut oils
    • Duh PD, Yen GC. 1997. Antioxidant efficacy of methanolic extracts of peanut hulls in soybean and peanut oils. J Am Oil Chem Soc 74:745-8.
    • (1997) J Am Oil Chem Soc , vol.74 , pp. 745-748
    • Duh, P.D.1    Yen, G.C.2
  • 9
    • 0032625615 scopus 로고    scopus 로고
    • Effects of free fatty acids on oxidative stability of vegetable oil
    • Frega N, Mozzon M, Lercker G. 1999. Effects of free fatty acids on oxidative stability of vegetable oil J Am Oil Chem Soc 76:325-9.
    • (1999) J Am Oil Chem Soc , vol.76 , pp. 325-329
    • Frega, N.1    Mozzon, M.2    Lercker, G.3
  • 10
    • 0028543366 scopus 로고
    • Training feed forward networks with the Marquardt algorithm
    • Hagan MT, Menhaj MB. 1994. Training feed forward networks with the Marquardt algorithm. IEEE T Neural Networ 6:861-7.
    • (1994) IEEE T Neural Networ , vol.6 , pp. 861-867
    • Hagan, M.T.1    Menhaj, M.B.2
  • 12
    • 0019984538 scopus 로고
    • Induction of squamous cell carcinoma in the forestomach of F344 rats treated with butylated hydroxyanisole
    • Ito N, Hagiwara A, Shibata M, Ogiso T, Fukushima S. 1982. Induction of squamous cell carcinoma in the forestomach of F344 rats treated with butylated hydroxyanisole. Gann 73:332-4.
    • (1982) Gann , vol.73 , pp. 332-334
    • Ito, N.1    Hagiwara, A.2    Shibata, M.3    Ogiso, T.4    Fukushima, S.5
  • 13
    • 0027601884 scopus 로고
    • ANFIS: adaptive-network-based fuzzy inference system
    • Jang JSR. 1993. ANFIS: adaptive-network-based fuzzy inference system. IEEE T Syst Man Cy 23:665-85.
    • (1993) IEEE T Syst Man Cy , vol.23 , pp. 665-685
    • Jang, J.S.R.1
  • 14
    • 79955617786 scopus 로고    scopus 로고
    • Neuro-fuzzy and soft computing: a computational approach to learning and machine intelligence. Upper Saddle River, NJ Prentice-Hall.
    • Jang JSR, Sun CT, Mizutani E. 1997. Neuro-fuzzy and soft computing: a computational approach to learning and machine intelligence. Upper Saddle River, NJ Prentice-Hall.
    • (1997)
    • Jang, J.S.R.1    Sun, C.T.2    Mizutani, E.3
  • 15
    • 3142562838 scopus 로고    scopus 로고
    • Effect of seed roasting conditions on the antioxidant activity of defatted sesame meal extracts
    • Jeong SM, Kim SY, Kim DR, Nam KC, Ahn DU, Lee SC. 2004. Effect of seed roasting conditions on the antioxidant activity of defatted sesame meal extracts. Food Chem Toxicol 69:377-81.
    • (2004) Food Chem Toxicol , vol.69 , pp. 377-381
    • Jeong, S.M.1    Kim, S.Y.2    Kim, D.R.3    Nam, K.C.4    Ahn, D.U.5    Lee, S.C.6
  • 16
    • 14644390230 scopus 로고    scopus 로고
    • Potato peel extract-a natural antioxidant for retarding lipid peroxidation in radiation processed lamb meat
    • Kanatt SR, Chander R, Radhakrishna P, Sharma A. 2005. Potato peel extract-a natural antioxidant for retarding lipid peroxidation in radiation processed lamb meat. J Sci Food Agric 53:1499-1504.
    • (2005) J Sci Food Agric , vol.53 , pp. 1499-1504
    • Kanatt, S.R.1    Chander, R.2    Radhakrishna, P.3    Sharma, A.4
  • 17
    • 33748933705 scopus 로고    scopus 로고
    • Daily pan evaporation modelling using a neuro-fuzzy computing technique
    • Kisi O. 2006. Daily pan evaporation modelling using a neuro-fuzzy computing technique. J Hydrol 329:636-46.
    • (2006) J Hydrol , vol.329 , pp. 636-646
    • Kisi, O.1
  • 18
    • 34548146808 scopus 로고    scopus 로고
    • Streamflow forecasting using different artificial neural network algorithms
    • Kisi O. 2007. Streamflow forecasting using different artificial neural network algorithms. ASCE J Hydrol Eng 12:532-9.
    • (2007) ASCE J Hydrol Eng , vol.12 , pp. 532-539
    • Kisi, O.1
  • 19
    • 33845872549 scopus 로고    scopus 로고
    • River suspended sediment modeling using fuzzy logic approach
    • Kisi O, Karahan ME, Sen Z. 2006. River suspended sediment modeling using fuzzy logic approach. Hydrol Process 20:4351-62.
    • (2006) Hydrol Process , vol.20 , pp. 4351-4362
    • Kisi, O.1    Karahan, M.E.2    Sen, Z.3
  • 21
    • 84985258187 scopus 로고
    • Effects of oleoresin rosemary, tertiary butylhydroquinone, and sodium tripolyphosphate on the development of oxidative rancidity in restructured chicken nuggets
    • Lai SM, Gray JI, Smith DM, Booren AM, Crackel RL, Buckley DJ. 1991. Effects of oleoresin rosemary, tertiary butylhydroquinone, and sodium tripolyphosphate on the development of oxidative rancidity in restructured chicken nuggets. J Food Sci 56:616-20.
    • (1991) J Food Sci , vol.56 , pp. 616-620
    • Lai, S.M.1    Gray, J.I.2    Smith, D.M.3    Booren, A.M.4    Crackel, R.L.5    Buckley, D.J.6
  • 22
    • 34547246182 scopus 로고    scopus 로고
    • Antioxidant activity of red wine phenolic extracts towards oxidation of corn oil
    • Lambropoulos I, Roussis GI. 2007. Antioxidant activity of red wine phenolic extracts towards oxidation of corn oil. Eur J Lipid Sci Technol 109:623-8.
    • (2007) Eur J Lipid Sci Technol , vol.109 , pp. 623-628
    • Lambropoulos, I.1    Roussis, G.I.2
  • 23
    • 0032444584 scopus 로고    scopus 로고
    • Effect of microwave oven heating on stability of some oil and fats
    • Matalgyto FS, Al-Khalifa AS. 1998. Effect of microwave oven heating on stability of some oil and fats. Arab Gulf J Sci Res 16:21-40.
    • (1998) Arab Gulf J Sci Res , vol.16 , pp. 21-40
    • Matalgyto, F.S.1    Al-Khalifa, A.S.2
  • 24
    • 79955640958 scopus 로고    scopus 로고
    • MATLAB. Ver. 7.0.1 for MATLAB. Natick, Mass.: MathWorks, Inc.
    • MATLAB. 2009. Ver. 7.0.1 for MATLAB. Natick, Mass.: MathWorks, Inc.
    • (2009)
  • 25
    • 70849126406 scopus 로고    scopus 로고
    • Antioxidant properties of various solvent extracts of potato peel, sugar beet pulp and sesame cake
    • Mohdaly AAA, Sarhan MA, Smetanskaa I, Mahmoudb A. 2010. Antioxidant properties of various solvent extracts of potato peel, sugar beet pulp and sesame cake. J Sci Food Agric 90:218-26.
    • (2010) J Sci Food Agric , vol.90 , pp. 218-226
    • Mohdaly, A.A.A.1    Sarhan, M.A.2    Smetanskaa, I.3    Mahmoudb, A.4
  • 27
    • 3042820685 scopus 로고    scopus 로고
    • Oxidative stability of olive, corn and soybean oil under different conditions
    • Naz S, Sheikh H, Siddiqi R, Sayeed SA. 2004. Oxidative stability of olive, corn and soybean oil under different conditions. Food Chem 88:253-9.
    • (2004) Food Chem , vol.88 , pp. 253-259
    • Naz, S.1    Sheikh, H.2    Siddiqi, R.3    Sayeed, S.A.4
  • 28
    • 51649130382 scopus 로고    scopus 로고
    • Effect of flavonoids on the oxidative stability of corn oil during deep frying
    • Naz S, Siddiqi R, Sayeed SA. 2008. Effect of flavonoids on the oxidative stability of corn oil during deep frying. Intl J Food Sci Technol 43:1850-4.
    • (2008) Intl J Food Sci Technol , vol.43 , pp. 1850-1854
    • Naz, S.1    Siddiqi, R.2    Sayeed, S.A.3
  • 29
    • 33847099156 scopus 로고    scopus 로고
    • Antioxidant activity of ethanolic extract ofCortex fraxiniand use in peanut oil
    • Pan Y, Zhu J, Wang H, Zhang X, Zhang Y, He C, Ji X, Li, H 2007. Antioxidant activity of ethanolic extract ofCortex fraxiniand use in peanut oil. Food Chem 103:913-8.
    • (2007) Food Chem , vol.103 , pp. 913-918
    • Pan, Y.1    Zhu, J.2    Wang, H.3    Zhang, X.4    Zhang, Y.5    He, C.6    Ji, X.7    Li, H.8
  • 30
    • 33746727029 scopus 로고    scopus 로고
    • Assessment of phenolic content and free radical-scavenging capacity of some Thai indigenous plants
    • Pitchaon M, Maitree S, Rungnaphar P. 2007. Assessment of phenolic content and free radical-scavenging capacity of some Thai indigenous plants. Food Chem 100:1409-18.
    • (2007) Food Chem , vol.100 , pp. 1409-1418
    • Pitchaon, M.1    Maitree, S.2    Rungnaphar, P.3
  • 31
    • 33646527822 scopus 로고    scopus 로고
    • Citrus peel extract-A natural source of antioxidant
    • Rehman ZU. 2006. Citrus peel extract-A natural source of antioxidant. Food Chem 99:450-4.
    • (2006) Food Chem , vol.99 , pp. 450-454
    • Rehman, Z.U.1
  • 32
    • 0038029757 scopus 로고    scopus 로고
    • Antioxidant activity of ginger extract in sunflower oil
    • Rehman ZU, Salariya AM, Habib F. 2003. Antioxidant activity of ginger extract in sunflower oil. J Sci Food Agric 83:624-9.
    • (2003) J Sci Food Agric , vol.83 , pp. 624-629
    • Rehman, Z.U.1    Salariya, A.M.2    Habib, F.3
  • 33
    • 0346849968 scopus 로고    scopus 로고
    • Utilization of potato peel extract as a natural antioxidant in soybean oil
    • Rehman ZU, Habib F, Shah WH. 2004. Utilization of potato peel extract as a natural antioxidant in soybean oil. Food Chem 85:215-20.
    • (2004) Food Chem , vol.85 , pp. 215-220
    • Rehman, Z.U.1    Habib, F.2    Shah, W.H.3
  • 34
    • 35648945319 scopus 로고    scopus 로고
    • Identification of raw materials for the production of vodkas based on the results of gas-liquid chromatographic analysis with the use of fuzzy logic
    • Reshetnikova VN, Filatova EA, Kuznetsov VV. 2007. Identification of raw materials for the production of vodkas based on the results of gas-liquid chromatographic analysis with the use of fuzzy logic. J Anal Chem 62:1013-131.
    • (2007) J Anal Chem , vol.62 , pp. 1013-1131
    • Reshetnikova, V.N.1    Filatova, E.A.2    Kuznetsov, V.V.3
  • 35
    • 0032002398 scopus 로고    scopus 로고
    • Antioxidant properties of myricetin and quercetin in oil and emulsions
    • Roedig-Penman A, Gordon MH. 1998. Antioxidant properties of myricetin and quercetin in oil and emulsions. J Am Oil Chem Soc 75:169-80.
    • (1998) J Am Oil Chem Soc , vol.75 , pp. 169-180
    • Roedig-Penman, A.1    Gordon, M.H.2
  • 36
    • 48849097295 scopus 로고    scopus 로고
    • Antioxidant activity of white wine extracts and some phenolic acids toward corn oil oxidation
    • Roussis IG, Tzimas PC, Soulti K. 2008. Antioxidant activity of white wine extracts and some phenolic acids toward corn oil oxidation. J Food Process and Pres 32:535-45.
    • (2008) J Food Process and Pres , vol.32 , pp. 535-545
    • Roussis, I.G.1    Tzimas, P.C.2    Soulti, K.3
  • 38
    • 55049084919 scopus 로고    scopus 로고
    • Fuzzy clustering-based modeling of surface interactions and emulsions of selected whey protein concentrate combined to ι-carrageenan and gum arabic solutions
    • Samhouri M, Abu-Ghoush M, Yaseen E, Herald T. 2009. Fuzzy clustering-based modeling of surface interactions and emulsions of selected whey protein concentrate combined to ι-carrageenan and gum arabic solutions. J Food Engr 91:10-7.
    • (2009) J Food Engr , vol.91 , pp. 10-17
    • Samhouri, M.1    Abu-Ghoush, M.2    Yaseen, E.3    Herald, T.4
  • 40
    • 39149125102 scopus 로고    scopus 로고
    • Efficiency of pomegranate peel extracts in stabilization of sunflower oil under accelerated conditions
    • Shahid I, Saba H, Mubeena A, Muhammad Z, Jamshed A. 2008. Efficiency of pomegranate peel extracts in stabilization of sunflower oil under accelerated conditions. Food Res Intl 41:94-200.
    • (2008) Food Res Intl , vol.41 , pp. 94-200
    • Shahid, I.1    Saba, H.2    Mubeena, A.3    Muhammad, Z.4    Jamshed, A.5
  • 43
    • 0037427309 scopus 로고    scopus 로고
    • Antioxidant properties of various solvent extracts of total phenolic constituents from three different agroclimatic origins of drumstick tree (Moringaoleifera Lam.) leaves
    • Siddhuraju P, Becker K. 2003. Antioxidant properties of various solvent extracts of total phenolic constituents from three different agroclimatic origins of drumstick tree (Moringaoleifera Lam.) leaves. J Agric Food Chem 51:2144-55.
    • (2003) J Agric Food Chem , vol.51 , pp. 2144-2155
    • Siddhuraju, P.1    Becker, K.2
  • 46
    • 79955627573 scopus 로고    scopus 로고
    • Antioxidative effects of some phenolic compounds and carotenoids on refined hazelnut oil
    • DOI: Forthcoming.
    • Yalcin H. 2011. Antioxidative effects of some phenolic compounds and carotenoids on refined hazelnut oil. J Consum Protect Food Safety. DOI: Forthcoming.
    • (2011) J Consum Protect Food Safety
    • Yalcin, H.1
  • 47
    • 35448989730 scopus 로고    scopus 로고
    • Fuzzy expert system approach for determination of α-linolenic acid content of eggs obtained from hens by dietary flaxseed
    • Yalcin H, Tasdemir S. 2007. Fuzzy expert system approach for determination of α-linolenic acid content of eggs obtained from hens by dietary flaxseed. Food Sci Technol Intl 13:217-23.
    • (2007) Food Sci Technol Intl , vol.13 , pp. 217-223
    • Yalcin, H.1    Tasdemir, S.2
  • 48
    • 69349105032 scopus 로고    scopus 로고
    • Oxidative stability of sunflower oil supplemented with carnosic acid compared with synthetic antioxidants during accelerated storage
    • Zhang Y, Yang L, Zu Y, Chen X, Wang F, Liu F. 2010. Oxidative stability of sunflower oil supplemented with carnosic acid compared with synthetic antioxidants during accelerated storage. Food Chem 118:656-62.
    • (2010) Food Chem , vol.118 , pp. 656-662
    • Zhang, Y.1    Yang, L.2    Zu, Y.3    Chen, X.4    Wang, F.5    Liu, F.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.