IMMM 2016, The Sixth International Conference on Advances in Information Mining and Management

Type: conference

Notes: IARIA Conference.

Editors:
Elsa Macias-López, Las Palmas de Gran Canaria University, Spain
Alvaro Suarez, Las Palmas de Gran Canaria University, Spain

ISSN: 2326-9332

ISBN: 978-1-61208-477-0

Location: Valencia, Spain

Dates: from May 22, 2016 to May 26, 2016

Articles: there are 8 articles

Semi-supervised Learning in the Framework of Data Multiple 1-D Representation
Jianzhong Wang
keywords: Data 1-D representation; regularization; label boosting; ensemble; semi-supervised learning.

Onto-Traffic: A Semantic Traffic Analysis Tool based on GPS Data for Smart-Cities
Juan J. Sanchez-Escobar, Liliana I. Barbosa-Santillan, Luis F. Barbosa-Santillan, Fatemeh G. Nasri-Shandiz, and Gabriel A. Leon-Paredes
keywords: Recommendation systems; urban traffic; smart cites; OntoTraffic system; smart applications; GPS data analysis.

Using Recurrent Boltzmann Machines in the Detection of Process Drifts Using Several Process Mining Perspectives
Alessandro Berti
keywords: Concept Drift; Process Mining; Boltzmann Machines

Machine Learning in Cloud Environments Considering External Information
Matthias Lermer, Stefan Frey, and Christoph Reich
keywords: Machine Learning; Support Vector Machines; Neural Network; Linear Regression; Cloud Computing; SLA.

Automatic City Knowledge Discovery from Internet Resources
Nazanin Firoozeh
keywords: Urban Simulation; Knowledge Discovery; Common Sense Knowledge

Log-Modulus for Knowledge Discovery in Databases of Financial Reports
Duarte Trigueiros and Carolina Sam
keywords: Type of Information Mining; Knowledge Extraction; Accounting Fraud Mining

The Mining and Analysis of Data with Mixed Attribute Types
Edward Wakelam, Neil Davey, Yi Sun, Amanda Jefferies, Parimala Alva, and Alexander Hocking
keywords: Educational Data Mining; Data Analytics; Numeric, Nominal Data Analysis; Dimensionality reduction; Knowledge Extraction.

Practical Application of the Data Preprocessing Method for Kohonen Neural Networks in Pattern Recognition Tasks
El Khatir Haimoudi, Loubna Cherrat, Otman Abdoun, and Mostafa Ezziyyani
keywords: Pattern recognitions; Artificial Neural Network; self-organizing map; preliminary processing of input vectors; Data visualising; principal component analysis; power iteration algorithm