Annals of Operations Research

1997 - 2025

Current editor(s): Endre Boros

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Volume 348, month 5, 2025

Big data modeling and applications pp. 1-1

Xufeng Zhao, Qunwei Wang and Hoang Pham

Multi-stage mine production timetabling with optimising the sizes of mining operations: an application of parallel-machine flow shop scheduling with lot streaming pp. 1-27

Shi Qiang Liu, Erhan Kozan, Mahmoud Masoud, Debiao Li and Kai Luo

Intelligence customs declaration for cross-border e-commerce based on the multi-modal model and the optimal window mechanism pp. 3-27

Xiaofeng Li, Jing Ma and Shan Li

Launching big data-driven credit payment services? Role of power structure in a dual-channel supply chain pp. 29-53

Huamin Wu, Guo Li, Mengqi Liu and Meiyu Zhang

Promote or inhibit? Research on the transition of consumer potential purchase intention pp. 55-74

Baixue Chen, Li Li, Qixiang Wang and Shun Li

Network reliability evaluation of manufacturing systems by using a deep learning approach pp. 75-92

Cheng-Fu Huang, Ding-Hsiang Huang, Yi-Kuei Lin and Yi-Fan Chen

Machine learning vs deep learning in stock market investment: an international evidence pp. 93-115

Jing Hao, Feng He, Feng Ma, Shibo Zhang and Xiaotao Zhang

Data backup policies with failure-oblivious computing in reliability theory pp. 117-146

Xu-Feng Zhao, Dong Wang, Satoshi Mizutani and Toshio Nakagawa

Survivability analysis and data simulation of logistic networks under different attacks pp. 147-180

Hongyan Dui, Miao Cui, Junyong Tao and Guanghan Bai

Dockless bike-sharing systems with unusable bikes: removing, repair and redistribution under batch policies pp. 181-219

Rui-Na Fan, Quan-Lin Li, Xiaole Wu and Zhe George Zhang

Cross-platform hotel evaluation by aggregating multi-website consumer reviews with probabilistic linguistic term set and Choquet integral pp. 221-255

Yinrunjie Zhang, Decui Liang and Zeshui Xu

MRDCA: a multimodal approach for fine-grained fake news detection through integration of RoBERTa and DenseNet based upon fusion mechanism of co-attention pp. 257-278

Lingfei Qian, Ruipeng Xu and Zhipeng Zhou

Big data in data envelopment analysis with undesirable outputs based on simulation and environmental-health matching data of Chinese industrial enterprises pp. 279-298

Yuanxiang Zhou, Shan Wang, Shuqi Xu and Qingyuan Zhu

Compactness score: a fast filter method for unsupervised feature selection pp. 299-315

Peican Zhu, Xin Hou, Keke Tang, Zhen Wang and Feiping Nie

Forecasting carbon market volatility with big data pp. 317-343

Bangzhu Zhu, Chunzhuo Wan, Ping Wang and Julien Chevallier

Heat source layout optimization using automatic deep learning surrogate and multimodal neighborhood search algorithm pp. 345-371

Jialiang Sun, Xiaohu Zheng, Wen Yao, Xiaoya Zhang, Weien Zhou and Xiaoqian Chen

A framework to predict second primary lung cancer patients by using ensemble models pp. 373-397

Yen-Chun Huang, Chieh-Wen Ho, Wen-Ru Chou and Mingchih Chen

Network reliability analysis on casualty rescue for natural disaster evaluation pp. 399-419

Cheng-Hao Huang, Kuo-Hao Chang, Chih-Hao Liu, Tzu-Yin Chang and Yi-Kuei Lin

Preventive maintenance policies for a big data system with throughput rate pp. 421-444

Ji Zhang, Hongshuang Feng and Xiaohui Chen

Large-scale emergency medical services scheduling during the outbreak of epidemics pp. 445-469

Lubing Wang, Xufeng Zhao and Peng Wu

HFML: heterogeneous hierarchical federated mutual learning on non-IID data pp. 471-487

Yang Li, Jie Li and Kan Li

Grey linguistic term sets for decision-making pp. 489-509

Junliang Du, Naiming Xie, Sifeng Liu and Mark Goh

Understanding the circulation network of agro-products in China based on the freight big data pp. 511-541

Yin-Jie Ma, Zhi-Qiang Jiang, Yue-Hua Dai, Peng-Fei Dai, Li Wang and Wei-Xing Zhou

Forecasting portfolio variance: a new decomposition approach pp. 543-578

Bo Yu, Dayong Zhang and Qiang Ji

A decision support system in precision medicine: contrastive multimodal learning for patient stratification pp. 579-607

Qing Yin, Linda Zhong, Yunya Song, Liang Bai, Zhihua Wang, Chen Li, Yida Xu and Xian Yang

Visibility graph and graph convolution networks-based segmentation of carbon emission in China pp. 609-630

Jun Hu, Chengbin Chu, Regino Criado, Junhua Chen, Shuya Hao and Maoze Wang

An integrated HPF-TODIM-MULTIMOORA approach for car selection through online reviews pp. 631-670

Dun Liu, Jie Xu and Yinfeng Du

Reconciling spatiotemporal conjunction with digital twin for sequential travel time prediction and intelligent routing pp. 671-716

Claire Y. T. Chen, Edward W. Sun and Yi-Bing Lin

A poverty index prediction model for students based on PSO-LightGBM pp. 717-734

Junjie Zhu, Butong Li and Zilong Wang

Volatility forecasting: a new GARCH-type model for fuzzy sets-valued time series pp. 735-775

Xingyu Dai, Roy Cerqueti, Qunwei Wang and Ling Xiao

Data driven operational risk management pp. 777-781

Sai-Ho Chung, Stein W. Wallace and Xin Wen

Values of blockchain for risk-averse high-tech manufacturers under government’s carbon target environmental taxation policies pp. 783-806

Tsan-Ming Choi

Incorporating convex risk measures into multistage stochastic programming algorithms pp. 807-831

Oscar Dowson, David P. Morton and Bernardo K. Pagnoncelli

Balanced weighted extreme learning machine for imbalance learning of credit default risk and manufacturing productivity pp. 833-861

Waqar Ahmed Khan

Sustainable vehicle route planning under uncertainty for modular integrated construction: multi-trip time-dependent VRP with time windows and data analytics pp. 863-898

Abdelrahman E. E. Eltoukhy, Hashim A. Hashim, Mohamed Hussein, Waqar Ahmed Khan and Tarek Zayed

A decision support system for reducing the strategic risk in the schedule building process for network carrier airline operations pp. 899-935

Muhammet Deveci, Rosa Mª Rodríguez, Álvaro Labella and Muharrem Enis Ciftci

Risk profiling of food security impediments using decision maker’s behavioural preference towards operational risk management pp. 937-972

Rachita Gupta, Ravi Shankar, Kee-Hung Lai and Ajay Kumar

Hedging against demand ambiguity in new product development: a two-stage distributionally robust approach pp. 1001-1035

Yuanbo Li, Meiyan Lin, Houcai Shen and Lianmin Zhang

Supply chain green strategy considering manufacturers’ financial constraints: how to manage the risk of green supply chain financing pp. 1037-1068

Zhixuan Lai, Gaoxiang Lou, Linsen Yin, Haicheng Ma and Xuechen Tu

Impact of passenger unused baggage capacity on air cargo delivery pp. 1069-1085

Hoi-Lam Ma, Yige Sun, Daniel Y. Mo and Yue Wang

A hierarchical hub location model for the integrated design of urban and rural logistics networks under demand uncertainty pp. 1087-1108

Zhi-Chun Li, Xue Bing and Xiaowen Fu

Management science in the age of the internet and digital revolution pp. 1109-1125

Rameshwar Dubey, Pierre-Luc Fournier, Daniel Jugend, David J. Bryde, Gary Graham and Cyril Foropon

Blackout and supply chains: Cross-structural ripple effect, performance, resilience and viability impact analysis pp. 1127-1143

Dmitry Ivanov

A new model for production and distribution planning based on data envelopment analysis with respect to traffic congestion, Blockchain technology and uncertain conditions pp. 1145-1181

Ardavan Babaei, Majid Khedmati and Mohammad Reza Akbari Jokar

Impact of industry 4.0 on supply chain in made to order industries pp. 1183-1194

Ramakrishnan Raman, Pranav Vyas and Hardik Vachharajani

A multi-period closed-loop supply chain network design with circular route planning pp. 1195-1233

Shuihua Han, Yudi Mo, Linlin Chen, Zongwei Luo, Cyril R. H. Foropon and H. M. Belal

Examining collaborative buyer–supplier relationships and social sustainability in the “new normal” era: the moderating effects of justice and big data analytical intelligence pp. 1235-1280

Surajit Bag, Tsan-Ming Choi, Muhammad Sabbir Rahman, Gautam Srivastava and Rajesh Kumar Singh

Enablers for digital supply chain transformation in the service industry pp. 1281-1305

Arwa Mohamed Alzarooni, Sharfuddin Ahmed Khan, Angappa Gunasekaran and Muhammad Shujaat Mubarik

Blockchain technology in supply chain management: an organizational theoretic overview and research agenda pp. 1307-1354

Rizwan Manzoor, B. S. Sahay and Sujeet Kumar Singh

Data driven flexible supplier network of selfcare essentials during disruptions in supply chain pp. 1355-1385

Ankur Chauhan, Harpreet Kaur, Sachin K. Mangla and Yasanur Kayikci

Development of a framework for adopting Industry 4.0 integrated sustainable supply chain practices: ISM–MICMAC approach pp. 1387-1455

Deepak Datta Nirmal, K. Nageswara Reddy, Amrik S. Sohal and Minakshi Kumari

Advancing supply chain management from agility to hyperagility: a dynamic capability view pp. 1457-1488

Alok Raj, Varun Sharma, Dhirendra Mani Shukla and Prateek Sharma

Big data applications with theoretical models and social media in financial management pp. 1489-1511

Taiga Saito and Shivam Gupta

Examining the relationship between blockchain capabilities and organizational performance in the Indian banking sector pp. 1513-1546

Poonam Garg, Bhumika Gupta, Kanwal Nayan Kapil, Uthayasankar Sivarajah and Shivam Gupta

Exploring time and frequency linkages of green bond with renewable energy and crypto market pp. 1547-1572

Miklesh Prasad Yadav, Priyanka Tandon, Anurag Bhadur Singh, Adam Shore and Pali Gaur

Application of machine learning and artificial intelligence on agriculture supply chain: a comprehensive review and future research directions pp. 1573-1617

Sneha Kumari, V. G. Venkatesh, Felix Ter Chian Tan, S. Vijayakumar Bharathi, M. Ramasubramanian and Yangyan Shi

Modeling the impact of IoT technology on food supply chain operations pp. 1619-1648

Elkafi Hassini, Mohamed Ben-Daya and Zied Bahroun

How can big data and predictive analytics impact the performance and competitive advantage of the food waste and recycling industry? pp. 1649-1690

Mehrbakhsh Nilashi, Abdullah M. Baabdullah, Rabab Ali Abumalloh, Keng-Boon Ooi, Garry Wei-Han Tan, Mihalis Giannakis and Yogesh K. Dwivedi

Value co-destruction causing customers to stop service usage: a topic modelling analysis of dental service complaint data pp. 1691-1711

Hikaru Goto, H. M. Belal and Kunio Shirahada

Extending artificial intelligence research in the clinical domain: a theoretical perspective pp. 1713-1744

Renu Sabharwal, Shah J. Miah and Samuel Fosso Wamba

Blockchain adoption strategies for combating deficient personal protective equipment in major public health emergencies pp. 1745-1797

Fanshun Zhang, Hao Huang, Cejun Cao and Zhen Tan

Developing an evidence-based TISM: an application for the success of COVID-19 Vaccination Drive pp. 1799-1817

Shiwangi Singh, Sanjay Dhir and Sushil Sushil

The role of resource orchestration in humanitarian operations: a COVID-19 case in the US healthcare pp. 1819-1848

Konstantinos Baltas, Ranadeva Jayasekera, Gazi Salah Uddin and Thanos Papadopoulos

An empirical investigation of repeated donations on crowdfunding platforms during COVID-19 pp. 1849-1877

Abhishek Behl, Brinda Sampat and Sahil Raj

Humanitarian management strategy for interstate movement of migrant workers in India during COVID-19 pandemic: an optimization based approach pp. 1879-1924

Niladri Palit, Atanu Chaudhuri and Nishikant Mishra

Accelerator-mediated access to investors among early-stage start-ups pp. 1925-1952

Jean-Michel Dalle, Matthijs Besten and Jeremie Morfin

Decoding the significant role of social context in SMEs’ implementation of management innovation during the digital revolution pp. 1953-1987

Marc Robert, Remi Goff, Sophie Mignon and Philippe Giuliani

Adoption of Industry 4.0 technologies by organizations: a maturity levels perspective pp. 1989-2015

Maciel M. Queiroz, Samuel Fosso Wamba, Charbel Jose Chiappetta Jabbour, Ana Beatriz Lopes de Sousa Jabbour and Marcio Cardoso Machado

Guiding the integration of analytics in business operations through a maturity framework pp. 2017-2047

Olga Menukin, Catherine Mandungu, Azar Shahgholian and Nikolay Mehandjiev

Examining the role of soft dimensions on the implementation of ISO 14000 environmental management systems: a graph-theoretic approach pp. 2049-2074

Syed Mithun Ali, H. M. Belal, Sanjeeb Roy, Md. Tayabur Rahman and Ahmed Shoyeb Raihan

Developing human capabilities for supply chains: an industry 5.0 perspective pp. 2075-2105

Sachin Modgil, Rohit Kumar Singh and Soni Agrawal

Platform-leading blockchain adoption for traceability under upstream competition pp. 2107-2143

Jianghua Wu and Xin Wang

Customer integration in the supply chain: the role of market orientation and supply chain strategy in the age of digital revolution pp. 2145-2169

Haris Aslam, Maimoona Waseem, Dilnaz Muneeb, Zulqurnain Ali, David Roubaud and Oksana Grebinevych