Kraidia, I., Kassoul, K., Cheikhrouhou, N., Hassan, S., Belhaouari, S.B., 2025. ExPSO-DL: An Exponential Particle Swarm Optimization Package for Deep Learning Model Optimization<\/strong><\/a>. Journal of Open Research Software. https:\/\/doi.org\/10.5334\/jors.521<\/p>\n\n\n\n Badulescu, Y., Ca\u00f1as, F., Hameri, A.-P., Cheikhrouhou, N., 2025. Investigation of Social Media Metrics With Respect to Demand Modeling for Promotional Products.<\/strong> <\/a>Journal of Forecasting. https:\/\/doi.org\/10.1002\/for.70064<\/p>\n\n\n\n Vhatkar, M.S., Mahajan, P.S., Raut, R.D., Cheikhrouhou, N., Ghoshal, S., 2025. Optimized hyperparameters for retail sales forecasting using grid search<\/strong><\/a>. Engineering Applications of Artificial Intelligence 158, 111472. https:\/\/doi.org\/10.1016\/j.engappai.2025.111472<\/p>\n\n\n\n Ghosh, S., Bhowmik, C., Ray, A., Raut, R.-D., Cheikhrouhou, N., 2025. Paving the Pathway: An Entropy-Based Combined Compromise Solution Approach to Facilitate the Indian Plastic Industry\u2019s Transition Toward a Circular Economy<\/strong><\/a>. Business Strategy and The Environment, 10.1002\/bse.4253.<\/p>\n\n\n\n Mekonen, Z.-T., Cho, D.-J., Blanchet, K., Cheikhrouhou, N., Fenta, T.-G., 2025. End Users\u2019 Perspective of Digital Logistics Management Information System (eLMIS) Performance at Public Health Facilities of Amhara Region, Ethiopia.<\/strong><\/a> Inquiry 62, 469580251319086. https:\/\/doi.org\/10.1177\/00469580251319086.<\/p>\n\n\n\n Mahajan, P.S., Raut, R., Cheikhrouhou, N., Yadav, V.S., Ghoshal, S., 2024. Industry 4.0 adoption challenges in lean-agile-resilient-green agri-food supply chain<\/strong><\/a>. International Journal of Lean Six Sigma 16, 890\u2013917. https:\/\/doi.org\/10.1108\/IJLSS-06-2024-0120<\/p>\n\n\n\n Badulescu Y., Fernan C., Cheikhrouhou, N., 2024. Judgmental adjustment of demand forecasting models using social media data and sentiment analysis within industry 5.0 ecosystems<\/strong><\/a>. International Journal of Information Management Data Insights. https:\/\/doi.org\/10.1016\/j.jjimei.2024.100272<\/p>\n\n\n\n Saha, A., Raut, R.D., Kumar, M., Paul, S.K. and Cheikhrouhou, N. 2024, The intention of adopting blockchain technology in agri-food supply chains: evidence from an Indian economy<\/strong><\/a>, Journal of Modelling in Management, Vol. ahead-of-print No. ahead-of-print. https:\/\/doi.org\/10.1108\/JM2-10-2023-0238<\/a><\/p>\n\n\n\n Badulescu, Y., Soltan, E., Hameri, A.-P., Cheikhrouhou, N., 2024. Time inconsistency in sustainable partner selection for vertical collaborative network organizations.<\/strong> <\/a>IET Collaborative Intelligent Manufacturing 6, e12096. https:\/\/doi.org\/10.1049\/cim2.12096<\/p>\n\n\n\n Vhatkar, M.S., Raut, R.D., Gokhale, R., Cheikhrouhou, N., Akarte, M., 2024. A glimpse of the future sustainable digital omnichannel retailing emerges \u2013 A systematic literature review.<\/strong> <\/a>Journal of Cleaner Production 442, 141111. https:\/\/doi.org\/10.1016\/j.jclepro.2024.141111<\/p>\n\n\n\n Kassoul, K., Raut, R.D., Belhaouari, S.B., Cheikhrouhou, N. 2024. Buffer Allocation in Unreliable Production Lines Using Infinitesimal Perturbation Analysis and Genetic Algorithm<\/strong><\/a>.<\/strong> In: Kulkarni, A.J., Cheikhrouhou, N. (eds) Intelligent Systems for Smart Cities. ICISA 2023. Springer, Singapore. https:\/\/doi.org\/10.1007\/978-981-99-6984-5_28<\/p>\n\n\n\n Kassoul, K., Cheikhrouhou, N., 2024. Joint Allocation of Buffer Sizes and Service Times in Unreliable Assembly-Disassembly Systems?<\/strong><\/a> IEEE Access PP(99):1-1. https:\/\/ieeexplore.ieee.org\/document\/10493031<\/p>\n\n\n\n Hota, S.K., Sarkar, B., Ghosh, S.K., Cheikhrouhou, N., Trevi\u00f1o-Garza, G., 2024. What should be the best retail strategy to deal with an unequal shipment from an unreliable manufacturer?<\/strong><\/a> Journal of Retailing and Consumer Services 76, 103576. https:\/\/doi.org\/10.1016\/j.jretconser.2023.103576<\/p>\n\n\n\n Ghosh, S., Raut, R.D., Cheikhrouhou, N., Sinha, S., Ray, A., 2023. Attaining Sustainable Development Goals through embedding circular economy principles: Evidence from food processing small- and medium-sized enterprises in India<\/strong>.<\/a> Business Strategy and the Environment n\/a. https:\/\/doi.org\/10.1002\/bse.3591<\/p>\n\n\n\n Dhingra, S., Raut, R.D., Yadav, V.S., Cheikhrouhou, N., Naik, B.K.R., 2023. Blockchain adoption challenges in the healthcare sector: a waste management perspective<\/strong><\/a>. Oper Manag Res. https:\/\/doi.org\/10.1007\/s12063-023-00413-9<\/p>\n\n\n\n Kassoul, K., Cheikhrouhou, N., Zufferey, N., 2023. Adaptive Dynamic Jumping Particle Swarm Optimization for Buffer Allocation in Unreliable Production Lines.<\/strong><\/a> IEEE Access 11, 90410\u201390420. https:\/\/doi.org\/10.1109\/ACCESS.2023.3307017<\/p>\n\n\n\n Class, B., Agagliate, T., Akkari, A., Cheikhrouhou, N., Sagayar, M., 2023. Leveraging Openness for Refugees\u2019 Higher Education: A Freiran Perspective to Foster Open Cooperation<\/strong><\/a>. Open Praxis 15, 49\u201359. https:\/\/doi.org\/10.55982\/openpraxis.15.1.529<\/p>\n\n\n\n Zakeri, S., Chatterjee, P., Cheikhrouhou, N., Konstantas, D., Yang, Y., 2023. MUTRISS: A new method for material selection problems using MUltiple-TRIangles scenarios.<\/strong><\/a> Expert Systems with Applications 228, 120463. https:\/\/doi.org\/10.1016\/j.eswa.2023.120463<\/p>\n\n\n\n Regragui, H., Sefiani, N., Azzouzi, H., Cheikhrouhou, N., 2023. A hybrid multi-criteria decision-making approach for hospitals\u2019 sustainability performance evaluation under fuzzy environment<\/strong><\/a>. Int. J. Product. Perform. Manag. https:\/\/doi.org\/10.1108\/IJPPM-10-2022-0538<\/p>\n\n\n\n Kassoul, K., Cheikhrouhou, N., Zufferey, N., 2023. Simultaneous allocation of buffer capacities and service times in unreliable production lines<\/a>.<\/strong> International Journal of Production Research 1\u201321. https:\/\/doi.org\/10.1080\/00207543.2023.2168310<\/p>\n\n\n\n Daultani, Y., Cheikhrouhou, N., Pratap, S., Prajapati, D., 2022. Forward and Reverse Logistics Network Design with Sustainability for New and Refurbished Products in E-commerce<\/a>. Operations and Supply Chain Management: An International Journal 540\u2013550. https:\/\/doi.org\/10.31387\/oscm0510365<\/p>\n\n\n\n Sahu, Atul Kumar., Raut, R.D., Gedam, V.V., Cheikhrouhou, N., Sahu, Anoop Kumar, 2022. Lean\u2013agile\u2013resilience\u2013green practices adoption challenges in sustainable agri-food supply chains<\/a>. Business Strategy Environ.https:\/\/doi.org\/10.1002\/bse.329<\/p>\n\n\n\n Yan K., Xia, E Konstantas D., Cheikhrouhou N., Huang J., 2022. To be more independent or more dependent? The evolution mechanism of co-innovation between digital platforms and content creators<\/a>. Journal of the Operational Research Society 0, 1\u201315. https:\/\/doi.org\/10.1080\/01605682.2022.2119173<\/p>\n\n\n\n Khoei M.A., Aria S.S., Gholizadeh H., Goh M., Cheikhrouhou N., 2022. Big data-driven optimization for sustainable reverse logistics network de<\/a>sign. J Ambient Intell Human Comput. https:\/\/doi.org\/10.1007\/s12652-022-04357-z<\/p>\n\n\n\n Kumar S., Raut R., Agrawal N., Cheikhrouhou N., Sharma M., 2022. Integrated blockchain and internet of things in the food supply chain: Adoption barriers.<\/a> Technovation. https:\/\/doi.org\/10.1016\/j.technovation.2022.102589<\/p>\n\n\n\n Kassoul, K., Zufferey, N., Cheikhrouhou, N., Brahim Belhaouari, S., 2022. Exponential Particle Swarm Optimization for Global Optimization<\/a>. IEEE Access 10, 78320\u201378344. https:\/\/doi.org\/10.1109\/ACCESS.2022.3193396<\/p>\n\n\n\n Mogale D., Ghadge D.A., Cheikhrouhou N., Tiwari M., 2022. Designing a food supply chain for enhanced social sustainability in developing countries.<\/a> Int. J. Prod. Res. 2022.<\/p>\n\n\n\n Zakeri S., Konstantas D., Cheikhrouhou N., 2022. The Grey Ten-Element Analysis Method: A Novel Strategic Analysis Tool.<\/a> Mathematics 10, 846. https:\/\/doi.org\/10.3390\/math10050846<\/p>\n\n\n\n Zakeri S., Cheikhrouhou N., Konstantas D., Barabadi F., 2022. A Grey Approach for the Computation of Interactions Between Two Groups of Irrelevant Variables of Decision Matrices.<\/a> pp. 193\u2013222. https:\/\/doi.org\/10.1007\/978-981-16-7414-3_10<\/p>\n\n\n\n Zakeri S., Chatterjee P., Cheikhrouhou N., Konstantas D. (Eds.), 2022. Ranking based on optimal points and win-loss-draw multi-criteria decision-making with application to supplier evaluation problem.<\/a> Expert Syst. Appl. 191, 1\u201320.<\/p>\n\n\n\n Mediouni A., Zufferey N., Rached M., Cheikhrouhou N. 2021. The multi-period multi-level capacitated lot-sizing and scheduling problem in the dairy soft-drink industry.<\/a> Supply Chain Forum Int. J. 1\u201313. https:\/\/doi.org\/10.1080\/16258312.2021.2007735<\/p>\n\n\n\n Baghizadeh K., Cheikhrouhou N., Govindan K., Ziyarati M. 2021. Sustainable agriculture supply chain network design considering water\u2010energy\u2010food nexus using queuing system: A hybrid robust possibilistic programming.<\/a> Nat. Resour. Model. https:\/\/doi.org\/10.1111\/nrm.12337<\/p>\n\n\n\n Badulescu Y., Hameri A.-P., Cheikhrouhou N. 2021. Evaluating demand forecasting models using multi-criteria decision-making approach.<\/a> J. Adv. Manag. Res. 18, 661\u2013683.<\/p>\n\n\n\n Narwane V.S., Raut R.D., Yadav V.S., Cheikhrouhou N., Narkhede B.E., Priyadarshinee, P. 2021. The role of big data for Supply Chain 4.0 in manufacturing organisations of developing countries.<\/a> J. Enterp. Inf. Manag. 34, 1452\u20131480.<\/p>\n\n\n\n Soulikhan F., Norr\u00e9 B., Cheikhrouhou N. 2021. Implicit measurement method for consumer engagement in online<\/a> brand communities. Proc. 2021 IEEE Int. Conf. Soc. Sci. Intell. Manag. SSIM.<\/p>\n\n\n\n Yadav V.S., Singh A.R., Raut R.D., Cheikhrouhou N. 2021. Blockchain drivers to achieve sustainable food security in the Indian context.<\/a> Ann. Oper. Res.<\/p>\n\n\n\n Class B., Soulikhan F., Favre S., Cheikhrouhou N. 2021. A framework for an open education supply chain network.<\/a> Proc. 13th Int. Conf. Comput. Support. Educ. CSEDU 2021.<\/p>\n\n\n\n Raut R.D., Yadav V.S., Cheikhrouhou N., Narwane V.S., Narkhede B.E., 2021. Big data analytics: implementation challenges in Indian manufacturing supply chains.<\/a> Comput. Ind. 125, 1\u201313.<\/p>\n\n\n\n Yadav V.S., Singh A.R., Raut R.D., Cheikhrouhou N., 2021. Design of multi-objective sustainable food distribution network in the Indian context with multiple deli<\/a>very channels. Comput. Ind. Eng. 160, 1\u201312.<\/p>\n\n\n\n Kassoul, K., Belhaouari, S.B., Cheikhrouhou, N. 2021. Dynamic cognitive-social particle swarm optimization.<\/a> Proc. 7th Int. Conf. Autom. Robot. Appl. ICARA.<\/p>\n\n\n\n Zakeri, S., Ecer, F., Konstantas, D., Cheikhrouhou, N. 2021. The vital-immaterial-mediocre multi-criteria decision-making method.<\/a> Kybernetes.<\/p>\n\n\n\n Badulescu Y., Cheikhrouhou N. 2021. A framework integrating internet of things and blockchain in clinical trials reverse supply chain.<\/a> Proc. Adv. Prod. Manag. Syst. Artif. Intell. Sustain. Resilient Prod. Syst. APMS 2021.<\/p>\n\n\n\n Kassoul K., Cheikhrouhou N., Zufferey N. 2021. Buffer allocation design for unreliable production lines using genetic algorithm and finite perturbation analysis.<\/a> Int. J. Prod. Res.<\/p>\n\n\n\n Badulescu Y., Hameri A.-P., Cheikhrouhou N. 2021.Sustainable partner <\/a>selection<\/a> for collaborative networked organisations with risk consideration in the context of COVID-19.<\/a> J. Glob. Oper. Strateg. Sourc.<\/p>\n\n\n\n Rorive-Feytmans B., C. Cordon, P. Garnerin, N. Cheikhrouhou. 2020. <\/a>New paradigms in the management of healthcare networks-the 9 th conference on management and engineering of healthcare systems GISEH<\/a>. Supply Chain Forum: An International Journal 21 (2), 67-68.<\/p>\n\n\n\n Zakeri S., N. Cheikhrouhou. 2020. The orbital systems<\/a>. International journal of applied decision sciences.<\/p>\n\n\n\n Mogale D. G., Naoufel Cheikhrouhou & Manoj Kumar Tiwari. 2020. Modelling of sustainable food grain supply chain distribution system: a bi-objective approach. International Journal of Production Research, 58 (18), 5521-5544.<\/p>\n\n\n\n Prajapati Dhirendra; Daultani, Yash; Cheikhrouhou, Naoufel, Pratap S. 2020. Identification and ranking of key factors impacting efficiency of Indian shipping logistics sector. OPSEARCH. 57, 765\u2013786<\/a><\/p>\n\n\n\n Zakeri Shervin, Mohammad Reza Rostamian Delavar, Naoufel Cheikhrouhou. 2020. Dairy Market Selection approach using MCDM methods: A case of Iranian dairy market. Int. J. of Management and Decision Making, 19(3), 267-311<\/a><\/p>\n\n\n\n Fathollahi-Fard AM, A. Ahmadi, F. Goodarzian, N. Cheikhrouhou, 2020. A bi-objective home healthcare routing and scheduling problem considering patients\u2019 satisfaction in a fuzzy environment<\/a>. Applied Soft Computing, 106385<\/p>\n\n\n\n Nagare M., Dutta P. and Cheikhrouhou N. 2019. Extended distribution\u2010free newsvendor models with demand updates using experts\u2019 judgment. International Transactions in Operational Research. In Press. doi:10.1111\/itor.12700<\/a><\/p>\n\n\n\n Vafaeenezhad Taha, Reza Tavakkoli-Moghaddam, Naoufel Cheikhrouhou. 2019. Multi-objective mathematical modeling for sustainable supply chain management in the paper industry. Computers & Industrial Engineering, 135, 1092-1102.<\/p>\n\n\n\n Kaboli Amin, R\u00e9my Glardon, Nicolas Zufferey, Naoufel Cheikhrouhou. 2019. Replenishment behavior in sequential supply chains. International Journal of Logistics Systems and Management. 32(3-4), 322-345.<\/p>\n\n\n\n Mediouni Abderrahmen, Nicolas Zufferey, Nachiappan Subramanian, Naoufel Cheikhrouhou, 2019. Fit between humanitarian professionals and project requirements: Hybrid group decision procedure to reduce uncertainty in decision-making. Annals on Operations Research, 283 (1), 471-496.<\/p>\n\n\n\n Gardas BB, RD Raut, N Cheikhrouhou, BE Narkhede. 2019. A hybrid decision support system for analyzing challenges of the agricultural supply chain<\/a>. Sustainable Production and Consumption 18, 19-32.<\/p>\n\n\n\n Masmoudi Mohamed Amine, Manar I. Hosny, Emrah Demir, Konstantinos N. Genikomsakis, Naoufel Cheikhrouhou. 2018. The dial-a-ride problem with electric vehicles and battery swapping stations. Transportation Research Part E: Logistics and Transportation Review<\/a>, 118, 392-420.<\/p>\n\n\n\n Masmoudi Mohamed Amine, Manar I. Hosny, Emrah Demir, Naoufel Cheikhrouhou. 2018. A study on the heterogeneous fleet of alternative fuel vehicles: Reducing CO2 emissions by means of biodiesel fuel. Transportation Research Part D Transport and Environment, 63, 137\u2013155.<\/p>\n\n\n\n Cheikhrouhou N., Biswajit Sarkar, Baishakhi Ganguly, Asif Iqbal Malik, Rafael Batista, Young Hae Lee. 2018. Optimization of sample size and order size in an inventory model with quality inspection and return of defective items<\/a>. Annals of Operations Research. 271(2), 445-467.<\/p>\n\n\n\n Panchal G., V. Jain, Cheikhrouhou N., M. Gurtner. 2017. Equilibrium analysis in multi-echelon supply chain with multi-dimensional utilities of inertial players. Journal of Revenue and Pricing Management<\/a>. 2017. 16(4), 417\u2013436.<\/p>\n\n\n\n Raut Rakesh, Naoufel Cheikhrouhou, Manoj Kharat. 2017. Sustainability in the Banking Industry: A Strategic Multi-criteria Analysis. Business Strategy and the Environment. 26(4), 550-568.<\/p>\n\n\n\n Pratap, S., Nayak, A., Kumar, A., Cheikhrouhou, N., Kumar Tiwari, M. 2017. An Integrated Decision Support System for Berth and Ship Unloader Allocation in Bulk Material Handling port. Computers & Industrial Engineering. 106, 386\u2013399.<\/p>\n\n\n\n Ben Yahia W., Cheikhrouhou N., Ayadi O., Masmoudi F. 2017. A multi-objective optimization model for cooperative supply chain planning. Int. J. of Services and Operations Management. 26(2), 211-237.<\/p>\n\n\n\n Rezaei-Malek M., Tavakkoli-Moghaddam R., Cheikhrouhou N., Taheri-Moghaddam A. 2016. An approximation approach to a trade-off among efficiency, efficacy, and balance for relief pre-positioning in disaster management. Transportation Research Part E: Logistics and Transportation Review, 93, 485\u2013509.<\/p>\n\n\n\n Nagare M., Dutta P., Cheikhrouhou N<\/a>. 2016. Optimal ordering policy for newsvendor models with bidirectional changes in demand using expert judgment. OPSEARCH<\/a>, 53(3), 620\u2013647.<\/p>\n\n\n\n Basu J., Subramanian N. Cheikhrouhou N. 2015. Review of Full Truck Load Transportation Service Procurement. Transport Reviews, 35 (5), 599-621.<\/p>\n\n\n\n Soner S., Cheikhrouhou N. 2014. A multi criteria group decision making approach for collaborative software selection problem. Journal of Intelligent and Fuzzy Systems, 26 (1), 37-47.<\/p>\n\n\n\n Steinmetz S. et al. (Cheikhrouhou N.), 2014. Innovation and quality in web-based data collection. International Journal of Internet Science, 9(1), 64-71.<\/p>\n\n\n\n Pezeshki Y., Baboli A., Cheikhrouhou N., M. Modarres, M. Akbari Jokar. 2013. A rewarding-punishing coordination mechanism based on Trust in a divergent supply chain, European Journal of Operational Research, 230 (3), 527-538.<\/p>\n\n\n\n Canetta L., Cheikhrouhou N. and Glardon R. 2013. Modelling hybrid demand (e-commerce \u201c+\u201d traditional) evolution: a scenario planning approach. International Journal of Production Economics, 143 (1), 95-108.<\/p>\n\n\n\n Ayadi O., Cheikhrouhou N., Masmoudi F. 2013. A decision support system assessing the trust level in supply chain based on information sharing dimensions. Computers and Industrial Engineering. 66 (2), 242-257.<\/p>\n\n\n\n Cheikhrouhou N. 2013. Selection of the best hybrid production planning and control strategy for supply chain management: A multi-criteria approach. International Journal of Logistics and SCM Systems, 6(1), 29-39.<\/p>\n\n\n\n Ayadi O., Cheikhrouhou N., Masmoudi F. 2012. A new formulation of the two-dimensional cutting-stock problem with consideration of forecast planning, International Journal of Advanced Operations Management, 4(1-2), 27-61<\/p>\n\n\n\n Cheikhrouhou N., Choudhary A., Al-Tawil A.H. 2012. Modelling Competence-based Virtual Organizations using the Unified Enterprise Competence Modelling Language. International Journal of Production Research, 50 (18), 5239-5258.<\/p>\n\n\n\n Cheikhrouhou N., Madinabeitia G., Pouly M. 2012. Trust categories and their impacts on information exchange processes in vertical collaborative networked organisations. Int. J. of Computer Integrated Manufacturing. 25(12), 1134-1147<\/p>\n\n\n\n Vijaya, M., Sujay, D., Cheikhrouhou, N., Tiwari, M K. 2012. Optimal process plan selection in networked based manufacturing using game-theoretic approach. Int. J. of Production Research, 50 (18), 5239-5258.<\/p>\n\n\n\n Cheikhrouhou N., Pouly M., Huber C., Beeler J. 2012. Lessons learned from the lifecycle management of Collaborative Enterprises Networks: the case of Swiss Microtech. Journal of Manufacturing Technology Management, 23 (8), 1129 \u2013 1150.<\/p>\n\n\n\n Soner S., Ayadi O., Cheikhrouhou N. 2012. An Extensive Group Decision Methodology for Alliance Partner Selection Problem in Collaborative Networked Organisations. International Journal of Applied Logistics, 3(1), 1-19.<\/p>\n\n\n\n Steinmetz S. et al. (Cheikhrouhou N.), 2012. Webdatanet: A network on web-based data collection, methodological challenges, solutions, and implementation, International Journal of Internet Science, 7(1), 78-89.<\/p>\n\n\n\n Cheikhrouhou N., Marmier F., Ayadi O., Wieser P., 2011. A collaborative demand forecasting process with event-based fuzzy judgments. Computers and Industrial Engineering. 61, 409-421.<\/p>\n\n\n\n Cheikhrouhou N., Pouly M., Huber C. Choudhary A., 2011. An Empirical Study on Human Aspects and Corresponding IT Support in Collaborative Enterprise Networks, Journal of Universal Computer Science, 17(2), 203-223.<\/p>\n\n\n\n Naciri S., Cheikhrouhou N., Pouly M., Binggeli J-C. Glardon R. 2011. ERP data sharing framework using a Generic Product Model (GPM), Expert Systems with Applications. 38(2), 1203-1212.<\/p>\n\n\n\n Cheikhrouhou N., Piot G., Pouly M. 2010. A multi-criteria model for the evaluation of business benefits in horizontal collaborative networks, Journal of Intelligent Manufacturing, 21 (3), 301-309.<\/p>\n\n\n\n Marmier F., Cheikhrouhou N. 2010. Structuring and integrating human knowledge in demand forecasting: a judgmental adjustment approach, Production Planning and Control, 21(4), 399-412.<\/p>\n\n\n\n2024<\/h4>\n\n\n\n
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