Business Intelligence 7th International Conference, CBI 2022, Khouribga, Morocco, May 26–28, 2022, Proceedings /
Business Intelligence 7th International Conference, CBI 2022, Khouribga, Morocco, May 26–28, 2022, Proceedings / [electronic resource] :
edited by Mohamed Fakir, Mohamed Baslam, Rachid El Ayachi.
- 1st ed. 2022.
- XIII, 295 p. 150 illus., 103 illus. in color. online resource.
- Lecture Notes in Business Information Processing, 449 1865-1356 ; .
- Lecture Notes in Business Information Processing, 449 .
Decision Support and Artificial Intelligence -- Optimization Focused On Parallel Fuzzy Deep Belief Neural Network For Opinion Mining -- A Convolutional Neural Networks-Based Approach For Potato Disease Classification -- Performance Investigation of a Proposed CBIR Search Engine Using Deep Convolu-tional Neural Networks -- Decision Boundary to improve the sensitivity of deep neural networks models. - Facial Expression Recognition Using a Hybrid ViT-CNN Aggregator -- Machine Learning Approach to Automate Decision Support on Information System Attacks -- Deep Reinforcement Learning for Bitcoin Trading -- An exploration of student grade retention prediction using machine learning algorithms -- Deep Learning Model For Educational Recommender Systems -- Comparative Study of Deep Learning Models for detection and classification of intracranial hemorrhage -- Business Intelligence and Database -- Increasing Student Engagement in Lessons and Assessing MOOC Participants Through Artificial Intelligence. -Mining frequents itemset and association rules in diabetic dataset -- Automatic text summarization for Moroccan Arabic dialect using an artificial intelligence approach -- Automatic Change Detection based on the Independent Component Analysis and Fuzzy C-means Methods -- Sentiment analysis decision system for tracking climate change opinion in Twitter -- Analysis of Decision Tree Algorithms for Diabetes Prediction -- How far can Deep Learning improve Arabic Part of Speech Tagging -- Optimization and Dynamic programming -- Analysis of Several Algorithms for DOA Estimation in Two Different Communication Models by a Comparative Study -- A Novel hybrid Approach for improving the accuracy of the Supervised Link Prediction based on Graph Structure Features in Social Networks. - Intelligent system based on GAN model for decision support in brain Tumor segmentation -- Hospital room management for Covid-19 patients using Petri nets -- Dimensionality reduction of MI-EEG data via convolutional autoencoders with a low size dataset -- Car tracking technique for DLES Project.
This book constitutes the proceedings of the 7th International Conference on Business Intelligence, CBI 2022, which took place in Khouribga, Morocco, during May 26-28, 2022. The 23 full papers included in this book were carefully reviewed and selected from a total of 68 submissions. They were organized in topical sections as follows: decision support and artificial intelligence; business intelligence and database; and optimization and dynamic programming.
9783031064586
10.1007/978-3-031-06458-6 doi
Application software.
Data mining.
Business information services.
Machine learning.
Computer and Information Systems Applications.
Data Mining and Knowledge Discovery.
IT in Business.
Machine Learning.
QA76.76.A65
005.3
Decision Support and Artificial Intelligence -- Optimization Focused On Parallel Fuzzy Deep Belief Neural Network For Opinion Mining -- A Convolutional Neural Networks-Based Approach For Potato Disease Classification -- Performance Investigation of a Proposed CBIR Search Engine Using Deep Convolu-tional Neural Networks -- Decision Boundary to improve the sensitivity of deep neural networks models. - Facial Expression Recognition Using a Hybrid ViT-CNN Aggregator -- Machine Learning Approach to Automate Decision Support on Information System Attacks -- Deep Reinforcement Learning for Bitcoin Trading -- An exploration of student grade retention prediction using machine learning algorithms -- Deep Learning Model For Educational Recommender Systems -- Comparative Study of Deep Learning Models for detection and classification of intracranial hemorrhage -- Business Intelligence and Database -- Increasing Student Engagement in Lessons and Assessing MOOC Participants Through Artificial Intelligence. -Mining frequents itemset and association rules in diabetic dataset -- Automatic text summarization for Moroccan Arabic dialect using an artificial intelligence approach -- Automatic Change Detection based on the Independent Component Analysis and Fuzzy C-means Methods -- Sentiment analysis decision system for tracking climate change opinion in Twitter -- Analysis of Decision Tree Algorithms for Diabetes Prediction -- How far can Deep Learning improve Arabic Part of Speech Tagging -- Optimization and Dynamic programming -- Analysis of Several Algorithms for DOA Estimation in Two Different Communication Models by a Comparative Study -- A Novel hybrid Approach for improving the accuracy of the Supervised Link Prediction based on Graph Structure Features in Social Networks. - Intelligent system based on GAN model for decision support in brain Tumor segmentation -- Hospital room management for Covid-19 patients using Petri nets -- Dimensionality reduction of MI-EEG data via convolutional autoencoders with a low size dataset -- Car tracking technique for DLES Project.
This book constitutes the proceedings of the 7th International Conference on Business Intelligence, CBI 2022, which took place in Khouribga, Morocco, during May 26-28, 2022. The 23 full papers included in this book were carefully reviewed and selected from a total of 68 submissions. They were organized in topical sections as follows: decision support and artificial intelligence; business intelligence and database; and optimization and dynamic programming.
9783031064586
10.1007/978-3-031-06458-6 doi
Application software.
Data mining.
Business information services.
Machine learning.
Computer and Information Systems Applications.
Data Mining and Knowledge Discovery.
IT in Business.
Machine Learning.
QA76.76.A65
005.3