Publikationen pro Jahr
Publikationen pro Jahr
- 14 Ergebnisse
Suchergebnisse
-
2024
Data Analytics in Supply Chain Management: A State-of-the-Art Literature Review
Darbanian, F., Brandtner, P., Falatouri, T. & Nasseri, M., 2024, in: Operations and Supply Chain Management. 17, 1, S. 1-31 31 S.Publikation: Beitrag in Fachzeitschrift › Artikel › Begutachtung
Open Access4 Zitate (Scopus) -
Service quality dimensions in Austrian food retailing – a text mining approach for physical retail stores
Falatouri, T., Brandtner, P., Nasseri, M. & Darbanian, F., 2024, in: International Review of Retail, Distribution and Consumer Research. S. 1-36Publikation: Beitrag in Fachzeitschrift › Artikel › Begutachtung
Open Access -
2023
Applications of Large Language Models (LLMs) in Business Analytics – Exemplary Use Cases in Data Preparation Tasks
Nasseri, M., Brandtner, P., Zimmermann, R., Falatouri, T., Darbanian, F. & Obinwanne, T., 2023, HCI International 2023 – Late Breaking Papers - 25th International Conference on Human-Computer Interaction, HCII 2023, Proceedings. Degen, H., Ntoa, S. & Moallem, A. (Hrsg.). Springer, S. 182-198 17 S. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Band 14059 LNCS).Publikation: Beitrag in Buch/Bericht/Tagungsband › Konferenzbeitrag › Begutachtung
6 Zitate (Scopus) -
Applying Machine Learning in Retail Demand Prediction—A Comparison of Tree-Based Ensembles and Long Short-Term Memory-Based Deep Learning
Nasseri, M., Falatouri, T., Brandtner, P. & Darbanian, F., Okt. 2023, in: Applied Sciences (Switzerland). 13, 19, 11112.Publikation: Beitrag in Fachzeitschrift › Artikel › Begutachtung
Open Access2 Zitate (Scopus) -
Maintenance Forecasting Model for Geographically Distributed Home Appliances Using Spatial-Temporal Networks
Falatouri, T., Brandtner, P., Nasseri, M. & Darbanian, F., 2023, in: Procedia Computer Science. 219, S. 495-503 9 S.Publikation: Beitrag in Fachzeitschrift › Konferenzartikel › Begutachtung
Open Access1 Zitat (Scopus) -
Shedding Light on the Black Box: Explainable AI for Predicting Household Appliance Failures
Falatouri, T., Nasseri, M., Brandtner, P. & Darbanian, F., 2023, HCI International 2023 – Late Breaking Papers - 25th International Conference on Human-Computer Interaction, HCII 2023, Proceedings. Degen, H., Ntoa, S. & Moallem, A. (Hrsg.). Springer, S. 69-83 15 S. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Band 14059 LNCS).Publikation: Beitrag in Buch/Bericht/Tagungsband › Konferenzbeitrag › Begutachtung
1 Zitat (Scopus) -
2022
Improving Sales Prediction for Point-of-Sale Retail Using Machine Learning and Clustering
Udokwu, C. J., Brandtner, P., Darbanian, F. & Nejad Falatouri Moghaddam, T., 2022, (Angenommen/Im Druck) Machine Learning and Data Analytics for Solving Business Problems: Methods, Applications, and Case Studies. Springer, 20 S.Publikation: Beitrag in Buch/Bericht/Tagungsband › Kapitel › Begutachtung
-
Predictive Analytics for Demand Forecasting - A Comparison of SARIMA and LSTM in Retail SCM
Falatouri, T., Darbanian, F., Brandtner, P. & Udokwu, C., 2022, in: Procedia Computer Science. 200, S. 993-1003 11 S.Publikation: Beitrag in Fachzeitschrift › Konferenzartikel › Begutachtung
Open Access53 Zitate (Scopus) -
Proposals for Addressing Research Gaps at the Intersection of Data Analytics and Supply Chain Management
Udokwu, C., Brandtner, P., Darbanian, F. & Falatouri, T., Aug. 2022, in: Journal of Advances in Information Technology. 13, 4, S. 338-346 9 S.Publikation: Beitrag in Fachzeitschrift › Artikel › Begutachtung
Open Access9 Zitate (Scopus) -
2021
Applications of Big Data Analytics in Supply Chain Management: Findings from Expert Interviews
Brandtner, P., Udokwu, C., Darbanian, F. & Falatouri, T., 30 Jän. 2021, 2021 4th International Conference on Computers in Management and Business, ICCMB 2021. Association for Computing Machinery, S. 77-82 6 S. (ACM International Conference Proceeding Series).Publikation: Beitrag in Buch/Bericht/Tagungsband › Konferenzbeitrag › Begutachtung
18 Zitate (Scopus) -
Dimensions of Data Analytics in Supply Chain Management: Objectives, Indicators and Data Questions
Brandtner, P., Udokwu, C., Darbanian, F. & Falatouri, T., 30 Jän. 2021, 2021 4th International Conference on Computers in Management and Business, ICCMB 2021. Association for Computing Machinery, S. 58-64 7 S. (ACM International Conference Proceeding Series).Publikation: Beitrag in Buch/Bericht/Tagungsband › Konferenzbeitrag › Begutachtung
12 Zitate (Scopus) -
Impact of COVID-19 on the customer end of retail supply chains: A big data analysis of consumer satisfaction
Brandtner, P., Darbanian, F., Falatouri, T. & Udokwu, C., 1 Feb. 2021, in: Sustainability (Switzerland). 13, 3, S. 1-18 18 S., 1464.Publikation: Beitrag in Fachzeitschrift › Artikel › Begutachtung
Open Access61 Zitate (Scopus) -
Improving Demand Prediction and Reducing Out-of-Stock – Application of Advanced Data Analytics in Retail Supply Chains
Brandtner, P., Darbanian, F., Nejad Falatouri Moghaddam, T. & Udokwu, C. J., 2021, Proceedings of the 8th International Physical Internet Conference. 9 S.Publikation: Beitrag in Buch/Bericht/Tagungsband › Konferenzbeitrag › Begutachtung
-
2020
Evaluating Technique for Capturing Customer Satisfaction Data in Retail Supply Chain
Udokwu, C. J., Darbanian, F., Nejad Falatouri Moghaddam, T. & Brandtner, P., 17 Juni 2020, ICEEG 2020 - 2020 4th International Conference on E-commerce, E-Business and E-Government. Association for Computing Machinery, S. 89-95 7 S. (ACM International Conference Proceeding Series).Publikation: Beitrag in Buch/Bericht/Tagungsband › Konferenzbeitrag › Begutachtung
11 Zitate (Scopus)