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Re-ranking is a process of rearranging ranking list to more effectively meet user demands by accounting for the interrelationships between items. Existing methods predominantly enhance the precision of search results, often at the expense…

信息检索 · 计算机科学 2024-05-27 Huimu Wang , Mingming Li , Dadong Miao , Songlin Wang , Guoyu Tang , Lin Liu , Sulong Xu , Jinghe Hu

Nowadays, Recommender Systems have become a comprehensive system for helping and guiding users in a huge amount of data on the Internet. Collaborative Filtering offers to active users based on the rating of a set of users. One of the…

信息检索 · 计算机科学 2019-10-01 Mostafa Khalaji , Chitra Dadkhah

The design and pricing of services are two of the most important decisions faced by any intermodal transport operator. The key success factor lies in the ability of meeting the needs of the shippers. Therefore, making full use of the…

最优化与控制 · 数学 2024-09-05 Adrien Nicolet , Bilge Atasoy

Multi-label feature selection (FS) reduces the dimensionality of multi-label data by removing irrelevant, noisy, and redundant features, thereby boosting the performance of multi-label learning models. However, existing methods typically…

机器学习 · 计算机科学 2025-11-25 Afsaneh Mahanipour , Hana Khamfroush

For a multi-attribute decision making (MADM) problem, the information of alternatives under different attributes is given in the form of intuitionistic fuzzy number(IFN). Intuitionistic fuzzy set (IFS) plays an important role in dealing…

人工智能 · 计算机科学 2023-11-21 Jing Yang , Wei Su

Freight transportation modeling often struggles with data limitations, especially in accurately representing complex supplier selection processes and their impact on network flows. This research addresses this critical gap by developing a…

最优化与控制 · 数学 2026-05-07 Abdelrahman Ismael , Taner Cokyasar

Prognostics aid in the longevity of fielded systems or products. Quantifying the system's current health enable prognosis to enhance the operator's decision-making to preserve the system's health. Creating a prognosis for a system can be…

人工智能 · 计算机科学 2022-08-31 Ryan Nguyen , Shubhendu Kumar Singh , Rahul Rai

This study proposes a simulation framework of procurement operations in the container logistics industry that can support the development of dynamic procurement strategies. The idea is inspired by the success of Passenger Origin-Destination…

应用统计 · 统计学 2023-05-23 George Vassos , Klaus K. Holst , Pierre Pinson , Richard M. Lusby

The problem of relevant and diverse subset selection has a wide range of applications, including recommender systems and retrieval-augmented generation (RAG). For example, in recommender systems, one is interested in selecting relevant…

机器学习 · 计算机科学 2026-03-10 Vu Nguyen , Andrey Kan

In recent years, the mobile devices are equipped with several wireless interfaces in heterogeneous environments which integrate a multitude of radio access technologies (RAT's). The evolution of these technologies will allow the users to…

网络与互联网体系结构 · 计算机科学 2012-06-08 Mohamed Lahby , Leghris Cherkaoui , Abdellah Adib

Load balancing is the process of improving the Performance of a parallel and distributed system through is distribution of load among the processors [1-2]. Most of the previous work in load balancing and distributed decision making in…

分布式、并行与集群计算 · 计算机科学 2009-10-05 Abbas Karimi , Faraneh Zarafshan , Adznan. b. Jantan , A. R Ramli , M. Iqbal b. Saripan

As intelligent systems are increasingly implemented in our society to make autonomous decisions, their commitment to human values raises serious concerns. Their alignment with human values remains a critical challenge because it can…

人工智能 · 计算机科学 2026-05-14 Aarón López García , Natalia Criado , Jose Such

Modern logistics systems worldwide are facing unprecedented challenges due to the explosive growth of e-commerce, driving the need for resilient systems to tackle problems such as vulnerable supplies, volatile demands, and fragile…

最优化与控制 · 数学 2024-02-12 Xiaoyue Liu , Jingze Li , Benoit Montreuil

This paper develops a category-theoretic approach to uncertainty, informativeness and decision-making problems. It is based on appropriate first order fuzzy logic in which not only logical connectives but also quantifiers have fuzzy…

综合数学 · 数学 2007-05-23 P. V. Golubtsov , S. S. Moskaliuk

Workflow decision making is critical to performing many practical workflow applications. Scheduling in edge-cloud environments can address the high complexity problem of workflow applications, while decreasing the data transmission delay…

分布式、并行与集群计算 · 计算机科学 2022-10-31 Bing Lin , Chaowei Lin , Xing Chen

Strategically locating a sawmill is vital for enhancing the efficiency, profitability, and sustainability of timber supply chains. Our study proposes a Learning-Based Multi-Criteria Decision-Making (LB-MCDM) framework that integrates…

机器学习 · 计算机科学 2026-04-08 Mahid Ahmed , Ali Dogru , Chaoyang Zhang , Chao Meng

The Decision Support System (DSS) contains more than one antecedent and the degrees of strength of the antecedents need to be combined to determine the overall strength of the rule consequent. The membership values of the linguistic…

人工智能 · 计算机科学 2013-04-10 K. M. Motahar Hossain , Zahir Raihan , M. M. A. Hashem

Most of the manufacturing firm aims to optimize their Supply Chain in terms of improved profitability of its products through value Addition. This study takes a critical look into the factors that affect the Performance of internal supply…

人工智能 · 计算机科学 2020-07-21 Dilip U Shenoy , Vinay Sharma , Shiva HC Prasad

This systematic literature review explores sustainability assessment frameworks (SAFs) across diverse industries. The review focuses on SAF design approaches including the methods used for Sustainability Indicator (SI) selection, relative…

计算机与社会 · 计算机科学 2024-03-08 Sarah Farahdel , Chun Wang , Anjali Awasthi

Considering the risk aversion for gains and the risk seeking for losses of venture capitalists, the TODIM has been chosen as the decision-making method. Moreover, group decision is an available way to avoid the limited ability and knowledge…

综合经济学 · 经济学 2018-09-05 Weike Zhang , Jiang Du , Xiaoli Tian