Federated Learning for Clients' Data Privacy Assurance in Food Service Industry.

Authors: Taheri Gorji, Hamed^1,2, aakhbardeh@safetyspect.comhamed.taherigorji@und.edu, Saeedi, Mahdi^1,2, mahdi.saeedi@und.edussokolov@safetyspect.com, Mushtaq, Erum³, emushtaq@usc.edu, Kashani Zadeh, Hossein^1,2, hossein.kashanizadeh@ndus.edunmackinnon@safetyspect.com, Husarik, Kaylee^1,2, fvasefi@safetyspect.comkaylee.husarik@und.edu, Shahabi, Seyed Mojtaba⁴, Qin, Jianwei⁵, jianwei.qin@usda.gov, Chan, Diane E.⁵, diane.chan@usda.gov, Baek, Insuck⁵, insuck.baek@usda.gov, Kim, Moon S.⁵, moon.kim@usda.gov, Akhbardeh, Alireza², Sokolov, Stanislav², Avestimehr, Salman^3,6, avestime@usc.edu, MacKinnon, Nicholas², Vasefi, Fartash², Tavakolian, Kouhyar¹, kouhyar@und.edu

Source: Applied Sciences (2076-3417); Aug2023, Vol. 13 Issue 16, p9330, 19p

Rapid Assessment of Fish Freshness for Multiple Supply-Chain Nodes Using Multi-Mode Spectroscopy and Fusion-Based Artificial Intelligence.

Authors: Kashani Zadeh, Hossein¹ (AUTHOR) hkashani@safetyspect.com, Hardy, Mike² (AUTHOR), Sueker, Mitchell³ (AUTHOR), Li, Yicong² (AUTHOR), Tzouchas, Angelis¹ (AUTHOR), MacKinnon, Nicholas¹ (AUTHOR), Bearman, Gregory¹ (AUTHOR), Haughey, Simon A.² (AUTHOR), Akhbardeh, Alireza¹ (AUTHOR), Baek, Insuck⁴ (AUTHOR), Hwang, Chansong⁴ (AUTHOR), Qin, Jianwei⁴ (AUTHOR), Tabb, Amanda M.⁵ (AUTHOR), Hellberg, Rosalee S.⁵ (AUTHOR), Ismail, Shereen⁶ (AUTHOR), Reza, Hassan⁶ (AUTHOR), Vasefi, Fartash¹ (AUTHOR), Kim, Moon⁴ (AUTHOR), Tavakolian, Kouhyar³ (AUTHOR), Elliott, Christopher T.^2,7 (AUTHOR)

Source: Sensors (14248220). Jun2023, Vol. 23 Issue 11, p5149. 22p.

Subject Terms: *FISH spoilage, *K-nearest neighbor classification, *ARTIFICIAL intelligence, *FISHER discriminant analysis, *SPECTROMETRY, *SUPPORT vector machines

Seafood quality, adulteration, and traceability technology integrated with blockchain supply chain

Authors: Kim, Moon S., Cho, Byoung-Kwan, Ismail, Shereen, Sueker, Mitchell, Asaduzzaman, Sayed, Reza, Hassan, Vasefi, Fartash, Kashani Zadeh, Hossein

Source: Proceedings of SPIE; June 2024, Vol. 13060 Issue: 1 p130600F-130600F-6, 1175407p

A Novel Machine-Learning Framework Based on a Hierarchy of Dispute Models for the Identification of Fish Species Using Multi-Mode Spectroscopy.

Authors: Sueker, Mitchell, Daghighi, Amirreza, Akhbardeh, Alireza, MacKinnon, Nicholas, Bearman, Gregory, Baek, Insuck, Hwang, Chansong, Qin, Jianwei, Tabb, Amanda M., Roungchun, Jiahleen B., Hellberg, Rosalee S., Vasefi, Fartash, Kim, Moon, Tavakolian, Kouhyar, Kashani Zadeh, Hossein

Source: Sensors (14248220); Nov2023, Vol. 23 Issue 22, p9062, 21p

Subject Terms: IDENTIFICATION of fishes, MACHINE learning, FLUORESCENCE spectroscopy, IDENTIFICATION, GENETIC barcoding, POLYMERASE chain reaction, REFLECTANCE spectroscopy, DNA fingerprinting, FLUORESCENCE in situ hybridization

Toward an Intelligent Blockchain IoT-Enabled Fish Supply Chain: A Review and Conceptual Framework.

Authors: Ismail, Shereen, Reza, Hassan, Salameh, Khouloud, Kashani Zadeh, Hossein, Vasefi, Fartash

Source: Sensors (14248220); Jun2023, Vol. 23 Issue 11, p5136, 24p

Subject Terms: SUPPLY chains, BLOCKCHAINS, FRAUD investigation, INTERNET of things, FISHERIES, FISHES, RADIO frequency identification systems

Finite element simulation and experiment in tube hydroforming of unequal T shapes

Authors: Kashani Zadeh, Hossein, Mashhadi, Mahmoud Mosavi

Source: In Journal of Materials Processing Tech. 3 July 2006 177(1-3):684-687