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  • Search: subject:"Anomaly Detection"
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Year of publication
Subject
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Anomaly detection 41 anomaly detection 28 Theorie 22 Theory 22 Anomaly Detection 20 Artificial intelligence 20 Künstliche Intelligenz 20 Data Mining 13 Data mining 13 Betrug 8 Fraud 8 Payment transactions 8 Zahlungsverkehr 8 Time series analysis 7 Zeitreihenanalyse 7 Financial market 6 Finanzmarkt 6 Machine learning 6 Neural networks 6 Neuronale Netze 6 Business network 5 Forecasting model 5 Learning process 5 Lernprozess 5 Prognoseverfahren 5 Unternehmensnetzwerk 5 machine learning 5 Accounting 4 Accounting fraud 4 Autoencoder 4 Bilanzdelikt 4 Data security 4 Datensicherheit 4 Deep learning 4 IT crime 4 IT-Kriminalität 4 Network 4 Netzwerk 4 Rechnungswesen 4 unsupervised learning 4
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Online availability
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Undetermined 62 Free 37 CC license 10
Type of publication
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Article 90 Book / Working Paper 15 Other 1
Type of publication (narrower categories)
All
Article in journal 58 Aufsatz in Zeitschrift 58 Graue Literatur 10 Non-commercial literature 10 Working Paper 10 Arbeitspapier 9 Aufsatz im Buch 7 Book section 7 research-article 6 Article 5 Conference paper 2 Hochschulschrift 2 Konferenzbeitrag 2 Thesis 1
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Language
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English 97 Undetermined 7 German 1 Spanish 1
Author
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Kim, Yongbum 4 Spoor, Jan Michael 4 Biegel, Tobias 2 Dai, Yongsheng 2 Elia, Gianluca 2 Elsayed, Elsayed A. 2 Gea, Cristiane 2 Ghiani, Gianpaolo 2 Ghosh, Partha 2 Heijmans, Ronald 2 Helm, Patrick 2 Hyndman, Rob J. 2 Jeong, Myong Kee 2 Jourdan, Nicolas 2 Manni, Emanuele 2 Margherita, Alessandro 2 Metternich, Joachim 2 Ogasawara, Eduardo 2 Phadikar, Santanu 2 Quinn, Barry 2 Rafferty, Karen 2 Sabetti, Leonard 2 Spence, Ivor 2 Triepels, Ron 2 Vasarhelyi, Miklos A. 2 Wang, Hui 2 Weber, Jens 2 Abidin, Shafiqul 1 Acebes, Fernando 1 Ahmadi Nadi, Adel 1 Ali, Aya Hamdy 1 Almekhlaf, Abdulla 1 Alqahtani, Mejdal A. 1 Alvarez, R. Michael 1 Ansorena, Iñigo L. 1 Antomarioni, Sara 1 Aoyama, Hideaki 1 Arai, Yuta 1 Arif, Mohammad 1 Arroyo, John 1
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Institution
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Verlag Dr. Kovač 1
Published in...
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International journal of production research 7 Audit analytics in the financial industry 4 Journal of Intelligent Manufacturing 4 Computational economics 3 Latin American journal of central banking : LAJCB 3 Business & information systems engineering 2 Data Technologies and Applications 2 INFORMS journal on computing : JOC ; charting new directions in operations research and computer science ; a journal of the Institute for Operations Research and the Management Sciences 2 International Journal of Information Technology & Decision Making (IJITDM) 2 International Journal of Synthetic Emotions (IJSE) 2 Journal of air transport management 2 Journal of emerging technologies in Accounting 2 Working paper / Department of Econometrics and Business Statistics, Monash University 2 Advances in computational intelligence and robotics (ACIR) book series 1 Artificial intelligence of things in smart environments : applications in transportation and logistics 1 Borradores de economía 1 Central European journal of economic modelling and econometrics 1 DNB working papers 1 Data science and management : DSM 1 Decision analytics journal 1 Digital business 1 Dissertation Series CentER 1 Economic modelling 1 Energies 1 Finance research letters 1 Financial innovation : FIN 1 Future of Business and Finance 1 Fuzzy optimization and decision making : a journal of modeling and computation under uncertainty 1 INFORMS journal on applied analytics 1 Industrial Management & Data Systems 1 Industrial Robot: the international journal of robotics research and application 1 Informatica Economica 1 International Journal of Ambient Computing and Intelligence (IJACI) 1 International Journal of Business Data Communications and Networking (IJBDCN) 1 International Journal of Cloud Applications and Computing (IJCAC) 1 International Journal of Digital Crime and Forensics (IJDCF) 1 International Journal of Information Security and Privacy (IJISP) 1 International Journal of Information System Modeling and Design (IJISMD) 1 International journal of electronic business : IJEB 1 International journal of enterprise network management 1
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Source
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ECONIS (ZBW) 78 Other ZBW resources 15 EconStor 6 RePEc 5 BASE 2
Showing 11 - 20 of 106
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Evaluation of process planning in manufacturing by a neural network based on an energy definition of hopfield nets
Spoor, Jan Michael; Weber, Jens - In: Journal of Intelligent Manufacturing 35 (2023) 6, pp. 2625-2643
During the planning stages of new factories for the Body-In-White assembly, the processes used per production system need to be defined. Each production system uses a specific combination of processes, with each process belonging to a main process group. The combination of the processes and...
Persistent link: https://www.econbiz.de/10015179580
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Service anomaly detection in dry bulk terminals : a machine learning approach
Ansorena, Iñigo L. - In: International journal of shipping and transport … 17 (2023) 3, pp. 281-302
Persistent link: https://www.econbiz.de/10014430017
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A global cyber-threat intelligence system with artificial intelligence and convolutional neural network
Sufi, Fahim - In: Decision analytics journal 9 (2023), pp. 1-12
in the cyber-threat spectrum and uses sophisticated AI-based algorithms for anomaly detection, prediction, sentiment …-English tweets. The proposed system is the first solution that uses Convolutional Neural Network (CNN) based anomaly detection to …
Persistent link: https://www.econbiz.de/10014533236
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Improving customer segmentation via classification of key accounts as outliers
Spoor, Jan Michael - In: Journal of marketing analytics : JMA 11 (2023) 4, pp. 747-760
Persistent link: https://www.econbiz.de/10014537400
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Online payment fraud : from anomaly detection to risk management
Vanini, Paolo; Rossi, Sebastiano; Zvizdic, Ermin; … - In: Financial innovation : FIN 9 (2023) 1, pp. 1-25
Online banking fraud occurs whenever a criminal can seize accounts and transfer funds from an individual's online bank account. Successfully preventing this requires the detection of as many fraudsters as possible, without producing too many false alarms. This is a challenge for machine learning...
Persistent link: https://www.econbiz.de/10014289065
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SSMSPC: self-supervised multivariate statistical in-process control in discrete manufacturing processes
Biegel, Tobias; Helm, Patrick; Jourdan, Nicolas; … - In: Journal of Intelligent Manufacturing 35 (2023) 6, pp. 2671-2698
Self-supervised learning has demonstrated state-of-the-art performance on various anomaly detection tasks. Learning … the effectiveness of SSMSPC with two real-world CNC-milling datasets and show that it outperforms state-of-the-art anomaly … detection approaches, achieving 100%and 99.6%AUROC, respectively. Lastly, we deploy SSMSPC at a CNC-milling machine to …
Persistent link: https://www.econbiz.de/10015402098
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Cover Image
Evaluation of process planning in manufacturing by a neural network based on an energy definition of hopfield nets
Spoor, Jan Michael; Weber, Jens - In: Journal of Intelligent Manufacturing 35 (2023) 6, pp. 2625-2643
During the planning stages of new factories for the Body-In-White assembly, the processes used per production system need to be defined. Each production system uses a specific combination of processes, with each process belonging to a main process group. The combination of the processes and...
Persistent link: https://www.econbiz.de/10015402135
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Cover Image
Anomaly detection on multivariate sensing time series data for smart aquaculture
Petkovski, Aleksandar; Shehu, Visar - In: Navigating Economic Uncertainty - Vol. 2 : Proceedings …, (pp. 273-283). 2025
Persistent link: https://www.econbiz.de/10015339862
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Multi-scale event detection in financial time series
Gea, Cristiane; Mello, Carlos E.; Assis, Laura; … - In: Computational economics 65 (2025) 1, pp. 211-239
Persistent link: https://www.econbiz.de/10015195763
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Integrating process mining and machine learning for advanced internal control evaluation in auditing
Duan, Huijue Kelly; Vasarhelyi, Miklos A.; Codesso, Mauricio - In: Journal of information systems : a publication of the … 39 (2025) 1, pp. 55-75
Persistent link: https://www.econbiz.de/10015412952
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