Deep Learning in Business Analytics: A Clash of Expectations and Reality

19 May 2022

Papers citing "Deep Learning in Business Analytics: A Clash of Expectations and Reality"

11 / 11 papers shown

Title
Cyber Shadows: Neutralizing Security Threats with AI and Targeted Policy Measures Marc Schmitt Pantelis Koutroumpis 85 2 0 03 Jan 2025
Deep Learning vs. Gradient Boosting: Benchmarking state-of-the-art machine learning algorithms for credit scoring Marc Schmitt 76 22 0 21 May 2022
Automated machine learning: AI-driven decision making in business analytics Marc Schmitt 29 68 0 21 May 2022
Transparency, Auditability and eXplainability of Machine Learning Models in Credit Scoring Michael Bücker G. Szepannek Alicja Gosiewska P. Biecek FaML 33 114 0 28 Sep 2020
Towards Explainable Artificial Intelligence Wojciech Samek K. Müller XAI 61 443 0 26 Sep 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.3K 94,511 0 11 Oct 2018
Deep Learning in the Wild Thilo Stadelmann Mohammadreza Amirian Ismail Arabaci M. Arnold G. Duivesteijn ... Melanie Geiger Stefan Lörwald B. Meier Katharina Rombach Lukas Tuggener 41 43 0 13 Jul 2018
Deep learning in business analytics and operations research: Models, applications and managerial implications Mathias Kraus Stefan Feuerriegel A. Oztekin 54 289 0 28 Jun 2018
Going Deeper with Convolutions Christian Szegedy Wei Liu Yangqing Jia P. Sermanet Scott E. Reed Dragomir Anguelov D. Erhan Vincent Vanhoucke Andrew Rabinovich 383 43,589 0 17 Sep 2014
From Predictive to Prescriptive Analytics Dimitris Bertsimas Nathan Kallus 102 541 0 22 Feb 2014
Maxout Networks Ian Goodfellow David Warde-Farley M. Berk Mirza Aaron Courville Yoshua Bengio OOD 210 2,177 0 18 Feb 2013