Research Papers
The AIM Institute is organizing a series of outreach lectures about Artificial Intelligence. Recognized experts will give introductory talks about the main technical topics of AI, following human performances which AI tries to solve: cognition, language, vision, motion, collaboration, etc.
We welcome students, faculty, staff, executives and partners to these seminars which will take place once a month over 2019. It is a unique opportunity to be informed, learn, and get a glimpse at where AI stands today in academic research, tech companies, and businesses.
“Robots & Logistics ” — Prof. Yeming Gong
Time: 28 March 2022
“The Impact of Informational and Emotional Television Ad Content on Online Search and Sales” — Prof. Ivan Guitart
Time: 27 April 2021
“Competitive advertising strategies for programmatic television ” — Prof. IvaIvan Guitart
Time: 4 December 2022
“A model for wind farm management with option interactions ” — Prof. Benoît Chevalier-Roignant
Time: 24 November 2022
“Big data and big disaster” — Prof. Yeming Gong
Time: 17 November 2022
“The two-echelon stochastic multi-period capacitated location-routing problem ” — Prof. Imen BEN MOHAMED
Time: 23 November 2022
“Predicting Hospital Readmission with Machine Learning using the MIMIC III discharge notes: the impact of Vectorization ” — Prof. Franck Jaotombo
Time: 18 November 2022
“An intelligent payment card fraud detection system” — Prof. Ajay Kumar
Time: 22 November 2022
“Perspectives in Sustainable Equity Investing ” — Prof. Guillaume Coqueret
Time: 17 April 2022
AI and Management
Articles:
- Yeming GONG. 2022.Big Data and Big Disaster: A mechanism of supply chain risk management in global logistics industry. International Journal of Operations and Production Management. With Li Lixu.
- Yeming GONG. 2021. Robotic Sorting Systems: Performance Estimation and Operating Policies Analysis. Transportation Science 55(6):1227-1458. With René de Koster and Zou Bipan.
- Benoît Chevalier-Roignant. 2022. A model for wind farm management with option interactions. Production and Operations Management. With Alain Bensoussan and Alejandro Rivera.
- Yeming GONG and Yacine Rekik. 2022. An on-demand service platform with self-scheduling capacity: Uniform versus multiplier-based pricing. International Journal of Production Economics 243(5). With Chen Mingyang
- Yeming GONG. 2022. How mindfulness decreases cyberloafing at work: a dual-system theory perspective. European Journal of Information Systems.
- Yeming GONG. 2022. Analysis and Design of Rack-Climbing Robotic Storage and Retrieval Systems. Transportation Science. With René de Koster and CHEN Wanying.
- Yeming GONG and Wenxuan DING. 2022. Speaking vs. Listening? Balance Conversation Attributes of Voice Assistants for Better Voice Marketing. International Journal of Research in Marketing. With Lu Yaobin.
- Yeming GONG 2022. Robust Decisions for Regulated Sustainable Manufacturing with Partial Demand Information: Mandatory Emission Capacity versus Emission Tax. European Journal of Operational Research 298(3):874-893.
Patent
- Yeming GONG. 2022. “An optimal method to avoid the collision in the smart warehouses based on self-climbing robots”.
Books
AI and Management: Hardware
Researching example (mainly list AIM member)
- Yeming GONG. Robotic Sorting Systems: Performance Estimation and Operating Policies Analysis. November 2021. Transportation Science 55(6):1227-1458. DOI: 10.1287/trsc.2021.1053
- Yeming GONG. Assignment of parcels to loading stations in robotic sorting systems. August 2022. Transportation Research Part E Logistics and Transportation Review 164(4):102808 DOI: 10.1016/j.tre.2022.102808
- Yeming GONG. Analysis and Design of Rack-Climbing Robotic Storage and Retrieval Systems. 2022. Transportation Science. DOI: 10.1287/trsc.2022.1140
- Yeming GONG. Analysis of pickup/deposit stations and dwell point locations in bi-directional flow-rack AS/RSs. 2022. International Journal of Production Research
- Yeming GONG. 2021. Multi-fidelity Simulation-Based Optimisation for Large-Scale Production Release Planning in Wafer Fabs.
- Yeming GONG. 2021. Performance evaluation of automated medicine delivery systems. Transportation Research Part E Logistics and Transportation Review. With Wanying Chen, René B.M. De Koster
- Ajay Kumar, Joint optimisation of drone routing and battery wear for sustainable supply chain development: a mixed-integer programming model based on blockchain-enabled fleet sharing 2021. Annals of Operations Research, 1-39
AI and Management: Software
Research Examples(mainly list AIM member):
- Yeming Gong,2022. A data-driven spatially-specific vaccine allocation framework for COVID-19. Annals of Operations Research. Accepted.
- Yeming Gong,2021. Data-driven decision and analytics of collection and delivery point location problems for online retailers. 100, 102280.
- Yacine Rekik, 2022. Fuzzy Gaussian mixture optimisation of the newsvendor problem: mixing fuzzy perception and randomness of customer demand. International Journal of Production Research, 1-22
- Ajay Kumar, 2022.A critical assessment of consumer reviews: A hybrid NLP-based methodology.Decision Support Systems, 113799
- Ajay Kumar, A text-mining based cyber-risk assessment and mitigation framework for critical analysis of online hacker forums. Decision Support Systems 152, 113651
- Ajay Kumar, Best strategy to win a match: an analytical approach using hybrid machine learning-clustering-association rule framework. 2022. Annals of Operations Research, 1-43
- Ajay Kumar, 2022.Can customer sentiment impact firm value? An integrated text mining approach. Technological Forecasting and Social Change 174, 121265
- Ajay Kumar, 2022.Using emerging technologies to improve the sustainability and resilience of supply chains in a fuzzy environment in the context of COVID-19. Annals of Operations Research, 1-24
- Ajay Kumar, 2022. Decision optimization in cooperation innovation: the impact of big data analytics capability and cooperative modes. Annals of Operations Research, 1-24
- Ajay Kumar, 2022. Business and government applications of text mining & Natural Language Processing (NLP) for societal benefit: Introduction to the special issue on “text mining & NLP”. Decision Support Systems, 113867
- Ajay Kumar, 2021. Fraudulent review detection model focusing on emotional expressions and explicit aspects: investigating the potential of feature engineering. Decision Support Systems 155, 113728
- Ajay Kumar, 2022. Search well and be wise: A machine learning approach to search for a profitable location, Journal of Business Research 144, 416-427
AI and Management: Systems
Research Examples:
- Yeming GONG. 2022. Data-driven cloud simulation architecture for automated flexible production lines: application in real smart factories. International Journal of Production Research 60(12):3751-3773.
- Yeming GONG. 2022. Analysis of pickup/deposit stations and dwell point locations in bi-directional flow-rack AS/RSs.2022. International Journal of Production Research.
- Yeming GONG. 2022. Improved Multi-fidelity Simulation-based Optimisation: Application in a Digital Twin Shop Floor, International Journal of Production Research 60 (3), 1016-1035
- Yeming GONG. Seeding Strategy Based on Weighted Gravity Centrality in Multiplex Networks. September 2022. IEEE Transactions on Network Science and Engineering (99):1-15.
- Ajay Kumar, Artificial intelligence and cloud-based Collaborative Platforms for Managing Disaster, extreme weather and emergency operations. 2022. International Journal of Production Economics, 108642
- Ajay Kumar, Artificial intelligence-based human-centric decision support framework: an application to predictive maintenance in asset management under pandemic environments. 2022. Annals of Operations Research, 1-24
- Ajay Kumar, An intelligent payment card fraud detection system. 2021. Annals of operations research, 1-23
AI and Management at the individual Level
Research Examples, among others (just list names of AIM members)
- Yeming GONG, Wenxuan DING, 2022. Speaking vs. Listening? Balance Conversation Attributes of Voice Assistants for Better Voice Marketing. September. International Journal of Research in Marketing. DOI: 10.1016/j.ijresmar.2022.04.006
- Yeming GONG, 2022. How mindfulness decreases cyberloafing at work: a dual-system theory perspective. European Journal of Information Systems. DOI: 10.1080/0960085X.2022.2067490
- Yeming GONG, 2022. Self-image motives for electric vehicle adoption. Transportation Research Part D Transport and Environment 109:103383.
- Yeming GONG,2021. Can AI artifacts influence human cognition? The effects of artificial autonomy in intelligent personal assistants. International Journal of Information Management 56, 102250
- Yeming GONG,2021. Dual humanness and trust in conversational AI: A person-centered approach. Computers in Human Behavior 119, 106727
- Yeming GONG,2021. Environmental CSR and environmental citizenship behavior: The role of employees’ environmental passion and empathy, October 2021, Journal of Cleaner Production 320(1): 128751, DOI: 10.1016/j.jclepro.2021.128751
- Yeming GONG,2021. Mobile Interactivity and Perceived Waiting Time: The Role of Cognitive Absorption and Perceived Procedural Justice. Journal of Global Information Management 29 (6), 1-20
- Yeming GONG, 2021. Equivalence and revenue comparison among identical-item auctions. December. Journal of Economics 134(8). DOI: 10.1007/s00712-021-00746-8
- Ajay Kumar, 2021.User’s Cognitive-Behavior-Based Preference Access Under Disease-Specific Online Medical Inquiry Text Mining. IEEE Transactions on Engineering Management
AI and Management at the Organization Level
Research Examples:
- B Chevalier‐Roignant. 2022. A model for wind farm management with option interactions. Production and Operations Management
- Yeming GONG. 2022.Big Data and Big Disaster: A mechanism of supply chain risk management in global logistics industry. International Journal of Operations and Production Management.
- Yeming GONG. 2022. Robust Decisions for Regulated Sustainable Manufacturing with Partial Demand Information: Mandatory Emission Capacity versus Emission Tax. European Journal of Operational Research 298(3):874-893.
- Yeming GONG. 2022. Information technology and performance: Integrating data envelopment analysis and configurational approach. Journal of the Operational Research Society 73(6):1278-1293.
- Yeming GONG. 2022. Free rider effect of quality information disclosure in remanufacturing. Transportation Research Part E Logistics and Transportation Review 166:102907.
- Yeming GONG. 2022. Gain measurement and payoff allocation for the internal resource sharing based on DEA approach. Journal of the Operational Research Society.
- Ajay Kumar, 2022.Carbon trading price prediction based on a two-stage heterogeneous ensemble method. Annals of Operations Research, 1-25
- Ajay Kumar, 2022. Unraveling the performance puzzle of digitalization: Evidence from manufacturing firms. Journal of Business Research
- Ajay Kumar, 2022. The Value and Pitfall of CM’s Sustainability Signal Considering OEM’s Greenwash. IEEE Transactions on Engineering Management
AI and Management at Inter-organization or Industrial levels
Research Examples:
- Yeming GONG. 2022. Big data and big disaster: A mechanism of supply chain risk management in global logistics industry. International Journal of Operations and Production Management.
- Yeming GONG. 2022. Demand Information Acquisition and Disclosure in a Non-instantaneous Deteriorating Items Supply Chain. Computers & Industrial Engineering 169(2–3):108250.
- Yeming GONG. 2022. Fuzzy closed-loop supply chain models with quality and marketing effort-dependent demand. Expert Systems with Applications 207(1):118081.
- Yeming GONG. 2022.Quality information disclosure and advertising strategy in a supply chain. International Journal of Production Research
- Yeming GONG. 2022. Higher Price: A Benefit of Online Value Co-Creation Activities in Sponsored Communities. Information & Management 59(1):103703.
- Yeming GONG. 2022.Technology Licensing Under Competition: Absorptive Capacity vs. Innovation Capability. IEEE Transactions on Engineering Management (99):1-15
- Yeming GONG. 2022. Bilateral Models of Cross-Licensing for Smart Products. IEEE Transactions on Engineering Management
- Ding, Amy Wenxuan,2021. From cultural entrepreneurship to economic entrepreneurship in cultural industries: The role of digital serialization. Journal of Business Venturing, 36 (6) : 18 p.
- Ajay Kumar, 2022. Supply chain network redesign problem for major beverage organization in ASEAN region. Annals of Operations Research, 1-32
- Ajay Kumar, 2022. Roles of Mobilized Controls and Environmental Uncertainty on Supply Chain Resilience: An Empirical Study from Dynamic-Capabilities-View and Levers-of-Control Perspectives. IEEE Transactions on Engineering Management
- Ajay Kumar, 2022. Impact of Ethics Training and Audits on the Relationship Quality of Business-to-Business Partners in Sharing Economy. Industrial Marketing Management
- Ajay Kumar, 2022. Early Adopter or Follower? The Strategic Equilibrium of Blockchain Technology Adoption Strategy for Competing Agri-Food Supply Chains. IEEE Transactions on Engineering Management
- Ajay Kumar, 2022. Value Co-creation in Sports Live Streaming Platforms: A Microfoundations Perspective. IEEE Transactions on Engineering Management
Any question? Feel free to contact us!