Narrow search
Showing 1 - 10 of 622,794
Cover Image
A modified random forest incremental interpretation method for explaining artificial and deep neural networks in cycle time prediction
Chen, Toly; Wang, Yu-Cheng - In: Decision analytics journal 7 (2023), pp. 1-11
intelligence (XAI) techniques use simpler decision rules to approximate the prediction process and/or outcomes of ANNs (or DNNs …). However, these decision rules may not conform to domain knowledge, which limits their usefulness. This study proposes a …-output relationship of an ANN (or DNN) is fitted by decision rules using a random forest approach. Then, domain knowledge is extracted …
Persistent link: https://www.econbiz.de/10014436432
Cover Image
Bayesian regularisation neural network based on artificial intelligence optimisation
Yan, Dingqi; Zhou, Qi; Wang, Jianzhou; Zhang, Na - In: International journal of production research 55 (2017) 7/8, pp. 2266-2287
Persistent link: https://www.econbiz.de/10011648545
Cover Image
Design of an Artificial Neural Network battery for an optimal recognition of patterns in financial time series
Fioribello, Simone; Giribone, Pier Giuseppe - In: International journal of financial engineering 5 (2018) 4, pp. 1-17
Persistent link: https://www.econbiz.de/10012028806
Cover Image
Combining robust dynamic neural networks with traditional technical indicators for generating mechanic trading signals
Giribone, Pier Giuseppe; Ligato, Simone; Penone, Francesco - In: International journal of financial engineering 5 (2018) 4, pp. 1-44
Persistent link: https://www.econbiz.de/10012028821
Cover Image
Evolutionary algorithms and artificial intelligence in drug discovery : opportunities, tools, and prospects
Sharma, Moolchand; Deswal, Suman - In: International journal of networking and virtual … 27 (2022) 4, pp. 267-297
Persistent link: https://www.econbiz.de/10014315018
Cover Image
An intelligence-based model for condition monitoring using artificial neural networks
Jenab, K.; Rashidi, K.; Moslehpour, S. - In: International journal of enterprise information systems … 9 (2013) 4, pp. 43-62
Persistent link: https://www.econbiz.de/10010259353
Cover Image
Development of software and algorithms of parallel learning of artificial neural networks using CUDA technologies
Sokolovskyy, Yaroslav; Manokhin, Denys; Kaplunsky, Yaroslav - In: Technology audit and production reserves 5 (2021) 2/61, pp. 21-25
Persistent link: https://www.econbiz.de/10013167345
Cover Image
Optimal deep neural networks by maximization of the approximation power
Calvo Pardo, Héctor F.; Mancini, Tullio; Olmo, Jose - In: Computers & operations research : and their … 156 (2023), pp. 1-15
Persistent link: https://www.econbiz.de/10014373690
Cover Image
Intelligent systems and financial forecasting
Kingdon, Jason - 1997
Persistent link: https://www.econbiz.de/10000620396
Cover Image
A machine learning approach to portfolio pricing and risk management for high-dimensional problems
Fernandez-Arjona, Lucio; Filipović, Damir - 2020
We present a general framework for portfolio risk management in discrete time, based on a replicating martingale. This martingale is learned from a finite sample in a supervised setting. The model learns the features necessary for an effective low-dimensional representation, overcoming the curse...
Persistent link: https://www.econbiz.de/10012219260