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A metaheuristic for inferring a ranking model based on multiple reference profiles
In the context of Multiple Criteria Decision Aiding, decision makers often face problems with multiple conflicting criteria that justify the use of...
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Unbiased evaluation of ranking algorithms applied to the Chinese green patents citation network
As a phased achievement of technological innovation, patent analysis holds extraordinary research significance. By constructing patent citation...
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Ranking Enhanced Supervised Contrastive Learning for Regression
Supervised contrastive learning has shown promising results in image classification tasks where the representations are pulled together if they share...
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Changing criteria weights to achieve fair VIKOR ranking: a postprocessing reranking approach
Ranking is a prerequisite for making decisions, and therefore it is a very responsible and frequently applied activity. This study considers fairness...
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Multiobjective Simultaneous Gene Ranking and Clustering
Microarray technology allows us to examine how genes express themselves in different biological experiments simultaneously. The analysis of gene...
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Salient object detection based on multi-feature graphs and improved manifold ranking
In this paper, a salient object detection model based on multi-feature and modified manifold ranking is proposed. Different from traditional manifold...
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A complete ranking of trapezoidal-valued intuitionistic fuzzy number: an application in evaluating social sustainability
Conventional trapezoidal intuitionistic fuzzy numbers (CTrIFNs) are used in the literature to handle many real-life problems with imprecise...
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Deep-KeywordNet: automated english keyword extraction in documents using deep keyword network based ranking
During the information retrieval process, individuals locate relevant web pages by entering specific keywords. Nevertheless, if users provide...
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On hedonic games with common ranking property
Hedonic games are a prominent model of coalition formation, in which each agent’s utility only depends on the coalition she resides. The subclass of...
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Sales Use Case: Ranking/Window Functions
This is our last chapter dealing with the sales data warehouse. We will look at the third category of functions called window or ranking functions....
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Setback in ranking fuzzy numbers: a study in fuzzy risk analysis in diabetes prediction
The prevalence of diabetes is terribly increasing worldwide and every 5 s a person dies from this disease. (The IDF Diabetes Atlas, Tenth Edition (
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Extended missing data imputation via GANs for ranking applications
We propose Conditional Imputation GAN, an extended missing data imputation method based on Generative Adversarial Networks (GANs). The motivating use...
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Is this news article still relevant? Ranking by contemporary relevance in archival search
Our civilization creates enormous volumes of digital data, a substantial fraction of which is preserved and made publicly available for present and...
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Leveraging Document-Level and Query-Level Passage Cumulative Gain for Document Ranking
Document ranking is one of the most studied but challenging problems in information retrieval (IR). More and more studies have begun to address this...
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Ranking the effect of chronodisruption-based biomarkers in reproductive health
Chronodisruption alters circadian rhythms, which has negative consequences on different pathologies and mental disorders. This work studies whether...
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Autonomous vehicles’ object detection architectures ranking based on multi-criteria decision-making techniques
Autonomous vehicles rely on object detection for safety, and various algorithms have been developed to improve speed and precision. This paper ranks...
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Finance Use Case: Ranking Functions
Ranking functions, when applied to financial data, can produce interesting and valuable information for analysts or portfolio managers. This...
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Plant Use Case: Ranking Functions
In this chapter, we use the ranking window functions to perform some analysis on the power plant database. There are only four functions, but we will...
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Narrowing the language gap: domain adaptation guided cross-lingual passage re-ranking
For a given query, the objective of Cross-lingual Passage Re-ranking (XPR) is to rank a list of candidate passages in multiple languages, where only...
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Branch Ranking for Efficient Mixed-Integer Programming via Offline Ranking-Based Policy Learning
Deriving a good variable selection strategy in branch-and-bound is essential for the efficiency of modern mixed-integer programming (MIP) solvers....