Beschreibung:
This book features research presented at the 1st International Conference on Artificial Intelligence and Applied Mathematics in Engineering, held on 20-22 April 2019 at Antalya, Manavgat (Turkey). In today's world, various engineering areas are essential components of technological innovations and effective real-world solutions for a better future. In this context, the book focuses on problems in engineering and discusses research using artificial intelligence and applied mathematics.
State and Trends of Machine Learning Approaches in Business: An Empirical Review.- Piecewise Demodulation based on Combined Artificial Neural Network for Quadrate Frequency Shift Keying Communication Signals.- A New Variable Ordering Method for the K2 Algorithm.- A Benefit Optimization Approach to the Evaluation of Classification Algorithms.- Financial Fraud Detection through Artificial Intelligence.- Deep Learning-based Software Energy Consumption Profiling.- Prediction of Potential Bank Customers: Application on Data Mining.- The Model Selection Methods for Sparse Biological Networks.- A Hybrid Approach for the Sentiment Analysis of Turkish Twitter Data.- Text Mining and Statistical Learning for the Analysis of the Voice of the Customer.- Effect the Number of Reservations on Implementation of Operating Room Scheduling with Genetic Algorithm.- Statistical Learning Applied to Malware Detection.- Improved Social Spider Algorithm via Differential Evolution.- On the Prediction of PossiblyForgotten Shopping Basket items.- Selection and Training of School Administrators in Different Countries.- A Walking and Balance Analysis Based on Pedobarography.- On the Notion of Structure Species in the Bourbaki's Sense.