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Being able to predict when invoices will be paid is valuable in multiple industries and supports decision-making processes in most financial workflows. However, due to the complexity of data related to invoices and the fact that the…

Predicting invoice payment is valuable in multiple industries and supports decision-making processes in most financial workflows. However, the challenge in this realm involves dealing with complex data and the lack of data related to…

Goods trade is a supply chain transaction that involves shippers buying goods from suppliers and carriers providing goods transportation. Shippers are issued invoices from suppliers and carriers. Shippers carry out goods receiving and…

分布式、并行与集群计算 · 计算机科学 2022-09-13 Krishnasuri Narayanam , Seep Goel , Abhishek Singh , Yedendra Shrinivasan , Parameswaram Selvam

There is a persistent lack of funding, especially for SMEs, that cyclically worsens. The factoring and invoice discounting market appears to address delays in paying commercial invoices: sellers bring still-to-be-paid invoices to financial…

综合金融 · 定量金融 2023-02-20 Peplluis R. Esteva , Alberto Ballesteros Rodríguez

Invoice or payment dilution is the gap between the approved invoice amount and the actual collection is a significant source of non credit risk and margin loss in supply chain finance. Traditionally, this risk is managed through the buyer's…

人工智能 · 计算机科学 2026-02-18 Pavel Koptev , Vishnu Kumar , Konstantin Malkov , George Shapiro , Yury Vikhanov

Supply chains lend themselves to blockchain technology, but certain challenges remain, especially around invoice financing. For example, the further a supplier is removed from the final consumer product, the more difficult it is to get…

综合金融 · 定量金融 2019-06-11 Sandra Johnson , Peter Robinson , Kishore Atreya , Claudio Lisco

Electronic invoicing is another area where blockchain technology is being used. Additionally, it has the power to alter how payments are made, invoices are issued, and transactions are validated. Using a blockchain-based invoicing system…

密码学与安全 · 计算机科学 2023-09-08 Nikhil Sontakke , Shivansh Rastogi , Sejal Utekar , Shriraj Sonawane

Receivable financing is the process whereby cash is advanced to firms against receivables their customers have yet to pay: a receivable can be sold to a funder, which immediately gives the firm cash in return for a small percentage of the…

数据结构与算法 · 计算机科学 2020-06-25 Ilaria Bordino , Francesco Gullo , Giacomo Legnaro

Truckload brokerages, a $100 billion/year industry in the U.S., plays the critical role of matching shippers with carriers, often to move loads several days into the future. Brokerages not only have to find companies that will agree to move…

机器学习 · 统计学 2019-06-05 Yingfei Wang , Juliana Martins Do Nascimento , Warren Powell

In a simplified setting, we show how to price invoice non-recourse factoring taking into account not only the credit worthiness of the debtor but also the assignor's one, together with the default correlation between the two. Indeed, the…

证券定价 · 定量金融 2019-07-31 Ilaria Nava , Davide Cuccio , Lorenzo Giada , Claudio Nordio

Fixed pickup and delivery times can strongly limit the performance of freight transportation. Against this backdrop, fleet operators can use compensation mechanisms such as monetary incentives to buy delay time from their customers, in…

系统与控制 · 电气工程与系统科学 2022-03-28 Canqi Yao , Shibo Chen , Mauro Salazar , Zaiyue Yang

In large organizations, the number of financial transactions can grow rapidly, driving the need for fast and accurate multi-criteria invoice validation. Manual processing remains error-prone and time-consuming, while current automated…

计算机视觉与模式识别 · 计算机科学 2025-03-18 Aziz Amari , Mariem Makni , Wissal Fnaich , Akram Lahmar , Fedi Koubaa , Oumayma Charrad , Mohamed Ali Zormati , Rabaa Youssef Douss

In the context of evolving supply chain management, the significance of efficient inventory management has grown substantially for businesses. However, conventional manual and experience-based approaches often struggle to meet the…

人机交互 · 计算机科学 2025-08-01 Chunan Tong

Supply chain management is an integrated approach for planning and controlling materials, information, and finances as they move in a process which begins from suppliers and ends with customers in forward approach. As distribution network…

最优化与控制 · 数学 2021-10-22 Mohammad Najjartabar Bisheh , Hamid Davoudpour , G. Reza nasiri

Small-to-medium size enterprises (SMEs), including many startup firms, need to manage interrelated flows of cash and inventories of goods. In this paper, we model a firm that can finance its inventory (ordered or manufactured) with loans in…

最优化与控制 · 数学 2015-09-23 Michael N. Katehakis , Benjamin Melamed , Jim Shi

This study develops a deep learning-based approach to automate inbound load plan adjustments for a large transportation and logistics company. It addresses a critical challenge for the efficient and resilient planning of E-commerce…

机器学习 · 计算机科学 2024-11-27 Thomas Bruys , Reza Zandehshahvar , Amira Hijazi , Pascal Van Hentenryck

Motivated by distribution problems arising in the supply chain of Haleon, we investigate a discrete optimization problem that we call the "container delivery scheduling problem". The problem models a supplier dispatching ordered products…

最优化与控制 · 数学 2023-07-03 Anna Collins , Dimitrios Letsios , Gueorgui Mihaylov

In the e-commerce space, accurate prediction of delivery dates plays a major role in customer experience as well as in optimizing the supply chain operations. Predicting a date later than the actual delivery date might sometimes result in…

机器学习 · 计算机科学 2021-05-04 Preethi V , Nachiappan Sundaram , Ravindra Babu Tallamraju

We propose AI-CARGO, a revenue management system for air-cargo that combines machine learning prediction with decision-making using mathematical optimization methods. AI-CARGO addresses a problem that is unique to the air-cargo business,…

人工智能 · 计算机科学 2019-05-23 Stefano Giovanni Rizzo , Ji Lucas , Zoi Kaoudi , Jorge-Arnulfo Quiane-Ruiz , Sanjay Chawla

Amazon ships billions of packages to its customers annually within the United States. Shipping cost of these packages are used on the day of shipping (day 0) to estimate profitability of sales. Downstream systems utilize these days 0…

机器学习 · 计算机科学 2023-11-21 P Aditya Sreekar , Sahil Verma , Varun Madhavan , Abhishek Persad
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