Search Results - subject_exact:"Classification"

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Evaluation of the performance of data classification models for aerial imagery under resource constraints

Prystavka, Pylyp; Cholyshkina, Olha; Zivakin, Valerii; … - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015549098

Fintech classification methodology

Lentini, Alessandro; Munteanu, Daniela Elena; Zennaro, … - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015422801

The evolving boundary of green technology

Barbieri, Nicolò; Hötte, Kerstin; Persoon, Peter - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015412113

Machine learning analysis of financial risk dynamics in micro-, small, and medium enterprises

Božović, Dražen; Perović, Nataša; Aleksić, Marinko; … - 2025

This study examines the use of artificial neural networks (ANNs) to classify financial risks in micro-, small-, and medium-sized enterprises (MSMEs) in Montenegro and the wider Western Balkan region. The economies in this region share structural similarities, such as a high concentration of...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015561615

Predicting bank defaults with AI : improvements over statistical and machine learning methods

Monahov, Alexandru - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015638613

Generating, grading, and ghosting : how organizing experts shapes expertise

Monteiro, Pedro - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015397616

Integrating strategic properties with social perspectives : a bipartite classification of two-by-two games

Avrashi, Shacked; Givon, Lior; Fischer, Ilan - 2025

Classifying games according to their strategic properties provides meaningful insights into the motivations driving the interacting parties, suggests possible future trajectories, and in some cases also points to potential interventions aiming to influence the interactions' outcomes. Here, we...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015560520

Unpacking the 'developing' country classification : origins and hierarchies

Barros Leal Farias, Deborah - 2024

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015055153

Toward a notation for modeling value driver trees : classification development and research agenda

Matthies, Benjamin - 2024

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015152907

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Toward a notation for modeling value driver trees: Classification development and research agenda

Matthies, Benjamin - 2024

Article

Predicting mortgage loan defaults using machine learning techniques

Krasovytskyi, Danylo; Stavytskyy, Andriy - 2024

Mortgage default prediction is always on the table for financial institutions. Banks are interested in provision planning, while regulators monitor systemic risk, which this sector may possess. This research is focused on predicting defaults on a one-year horizon using data from the Ukrainian...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015047688

Construction of regression models predicting lead times and classification models

Olszewski, Paweł; Gilejko, Leszek; Rakova, Natalia; … - 2024

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014543796

Understanding and predicting recidivism in Latin America : a machine learning approach

Anauati, María Victoria; Romero, María Noelia; … - 2026

Recidivism is a persistent challenge for criminal justice systems worldwide, yet evidence from Latin America remains scarce. This study addresses that gap through three contributions. First, it reviews the individual, institutional, and contextual determinants of recidivism, with special...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015608807

AI-powered skill classification : mapping technology intensity in the German labor market

Genz, Sabrina; Gregory, Terry; Lehmer, Florian - 2026

The rapid evolution of technology is reshaping labor markets by altering skill demands and job profiles. This paper introduces a novel skill-based measure of occupational technology intensity - the Occupational Technology Skill Share (OTSS) - that distinguishes between manual, digital, and...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015616449

Multi-criteria ordinal hierarchical classification to improve energy investment decisions

Diaz Robles, Raymundo; Granados Montelongo, Juan Antonio; … - 2026

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015620384

Wireless communications equipment markets : evolution, classification, and measurement

Greenstein, Noah; Fontana, Roberto; Greenstein, Shane M.; … - 2026

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015627307

Toward a Green Taxonomy in Armenia : A Working Paper

2026

The World Bank Group supports the Ministry of Economy of Armenia in developing a green taxonomy (GT) as a key step toward a sound system of identifying, selecting, and financing green and sustainable development projects and actions, and as an essential milestone toward establishing an...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015628241

Generative AI's impact on critical thinking : revisiting bloom's taxonomy

Gonsalves, Chahna - 2026

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015638236

Risk-informed machine learning models for renewal classification in motor insurance

Boonkrong, Pichit; Yang, Junwei; Huang, Xueyuan; … - 2026

This study develops an interpretable machine learning framework for type 1 motor insurance renewal classification using 70,290 real-world Thai policies, providing essential insights for pricing, customer retention, and operational decision making. The dataset was partitioned into a 70% training...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015639023

When development finance spurs entrepreneurship : new evidence from 5 million projects using a machine learning classifier

Werner, Sven; Trotter, Philipp - 2026

Development finance increasingly funds entrepreneurship in developing countries, but evidence of its impact on entrepreneurship is mixed. Existing studies analyze total development finance flows as entrepreneurship-specific development finance data did not previously exist. By training and...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015639040

Advanced insurance risk modeling for pseudo-new customers using balanced ensembles and transformer architectures

Solly, Finn L.; Soriano-Gonzalez, Raquel; Juan, Angel A.; … - 2026

In insurance portfolios, classifying customers without a prior history at a given company is particularly challenging due to the absence of historical behavior, extreme class imbalance, heavy-tailed loss distributions, and strict operational constraints. Traditional machine learning approaches,...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015640346

Predicting stock market risk using machine learning classification models

Noh, Seol-Hyun - 2026

This study aims to predict stock market risk and improve preparedness for potential economic crises by identifying sharp declines in stock returns using classification-based machine learning models. Using ten years of KOSPI 200 index data (2015 to 2024), a daily return series was constructed. A...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015640349

Azerbaijan National Green Taxonomy : Recommendation Report

2026

The Azerbaijan National Green Taxonomy Recommendation Report (the Recommendation Report) was developed in response to a technical assistance request from the Central Bank of Azerbaijan and the Azerbaijan Sustainable Finance Expert Group in April 2024. It contributes to the formulation of the...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015656066

A taxonomy of hybrid value logics : how social enterprises combine institutional logics differently

Jakob, Eva Alexandra; Sundermeier, Janina - 2026

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015656229

A unified approach to extract interpretable rules from tree ensembles via Integer Programming

Bonasera, Lorenzo; Carrizosa, Emilio - 2026

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015534419

Clustering the Swiss Pension Register

Lettry, Layal Christine - 2023

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014248532

Pattern classification on specifics of public sector investments and budgeting principles

Bernat, Lukáš; Michlová, Radka; Mitwallyová, Helena - 2023

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014288304

Revisiting column-generation-based matheuristic for learning classification trees

Patel, Krunal Kishor; Desaulniers, Guy; Lodi, Andrea - 2023

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014368425

Clasificación laboral en México usando un enfoque de aprendizaje automático

Rodríguez Esparza, Luz Judith; Ortiz Lazcano, Dolly Anabel - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015441422

What is a book review? : the case of economics

Gradoz, Julien - 2025

This article identifies the two approaches to defining a book review. The first defines a book review as a text published in the 'Book Reviews' section of a journal. The second approach involves specifying criteria that a text must satisfy to qualify as a book review and assessing whether a...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015205350

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What is a book review? The case of economics

Gradoz, Julien - 2025

Book / Working Paper

Hierarchisches Klassifizieren von Scannerdaten: ein Methodenvergleich mit Anwendung in der Verbraucherpreisstatistik

Nietzer, Daniel; Henn, Karola; Islam, Chris-Gabriel; … - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015327923

The Impact of Information Load on Predicting Success in Electronic Negotiations

Kaya, Muhammed-Fatih; Schoop, Mareike - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015436642

Personalised passenger information systems in public transport : a review and a 5-level personalisation taxonomy

Ardenne, Michelle T. van; Cebecauer, Matej; Cats, Oded; … - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015547224

Me, Myself, and My AI : how artificial intelligence classification failures threaten consumers' self-expression

Lopes, Ana Rita Gonçalves; Pinto, Diego Costa; … - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015156892

Enhancing multi-criteria inventory classification : resolving boundary issues with VIKOR-Fuzzy Sorting

Khan, Jehangir; Ishizaka, Alessio; Babai, M. Zied - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015373740

Attributes influencing peer-to-peer accommodation performance : classification and the future pathways

Huang, Feng; Tse, Wai Tsz Serene; Wu, Zhicai; Buhalis, … - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015374908

Mandatory disclosure of standardized sustainability metrics : the case of the EU Taxonomy Regulation

Nipper, Marvin; Ostermaier, Andreas; Theis, Jochen C. - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015333445

Using machine learning to identify hidden constraints in vehicle routing problems

Konovalenko, Anna; Hvattum, Lars Magnus; Msakni, … - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015338572

The impact of EU Taxonomy for Sustainable Activities on European utilities' performance

Tonnarello, Federica; Vermiglio, Carlo; Migliardo, Carlo; … - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015358097

The expert assessor perspective on assessment center taxonomies

Jackson, Duncan J. R.; Michaelides, George; Dewberry, Chris - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015197341

Hierarchisches Klassifizieren von Scannerdaten : ein Methodenvergleich mit Anwendung in der Verbraucherpreisstatistik

Nietzer, Daniel; Henn, Karola; Islam, Chris-Gabriel; … - 2025

Die Nutzung von Scannerdaten in der Verbraucherpreisstatistik hat viele Vorteile, bringt allerdings auch einige Herausforderungen mit sich. Eine der Herausforderungen ist die Klassifizierung der Artikel nach dem vom Verbraucherpreisindex verwendeten Klassifikationssystem COICOP. Aufgrund der...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015327726

A hybrid model of machine learning for classifying household water-consumption behaviors

Wang, Miao; Li, Zonghan; Liu, Yi; Lin, Lu; Wang, Chunyan - 2025

Classifying household water-consumption behaviors is crucial for providing targeted suggestions for water-saving behaviors and enabling effective resource management and conservation. Although it is common knowledge that energy consumption is closely coupled with household water consumption, the...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015393861

Pricing in spatial classification system in non-symmetric market demand based on the calculations of double interval grey numbers

Amini, Maryam; Mahmoodi, Armin; Hashemi, Leila; Aslani, … - 2025

Purpose - The contemporary landscape of supply chains necessitates a comprehensive integration of multiple components encompassing production, distribution and customer engagement. The pursuit of supply chain harmony underscores the significance of pricing strategies within the framework of...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015395089

Agricultural land-use classification on satellite data using machine learning

Nguyen, Thao-Ngan; Nguyen Van-Ho - 2025

Background: The utilization of satellite images has become increasingly popular for detecting land usage, focusing on agricultural land classification in recent years, due to the significant decline in bees. Objectives: This paper seeks to address these challenges by applying several machine...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015417567

All the same? - Job quality and heterogeneity among the self-employed

Sauer, Petra; Schwarz, Anna; Hofbauer, Johanna - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015419519

In-store technology personalization : a typology and research agenda based on type of automation and data collection

Merfeld, Katrin; Klein, Jan F.; Regt, Anouk de; Baltin, … - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015419928

A cognitive platform for collecting cyber threat intelligence and real-time detection using cloud computing

Balasubramanian, Prasasthy; Nazari, Sadaf; Kholgh, … - 2025

The extraction of cyber threat intelligence (CTI) from open sources is a rapidly expanding defensive strategy that enhances the resilience of both Information Technology (IT) and Operational Technology (OT) environments against large-scale cyber-attacks. However, for most organizations,...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015420144

A shadow-based framework for label noise detection and data quality enhancement

Zheng, Wanwan - 2025

Machine learning algorithms are typically evaluated using benchmark datasets under the assumption that these datasets are clean. However, recent studies have revealed the presence of label noise in many benchmark datasets, indicating a biased evaluation to date. Confident learning (CL), an...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015420492

Beyond "dichotomania" : drawing new worlds for global policies

Rioux, Rémy; Melonio, Thomas; Naudet, Jean-David - 2025 - Draft

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015422734

Reply to Comment on "EU Taxonomy: Mission Impossible”

Kooths, Stefan - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015423291

Do analysts matter for green investment? : evidence from the EU taxonomy

Davrinche, Grégoire; Filbien, Jean-Yves; Vigneron, Ludovic - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015463439