پنجمین کنفرانس داده کاوی ایران
[کنفرانس،همایش، سمینار]
تهران - دانشگاه صنعتی امیرکبیر
برگزارکننده: دانشگاه صنعتی امیرکبیر
تاریخ شروع: چهارشنبه ۲۳ آذر ۱۳۹۰ - تاریخ پایان: چهارشنبه ۲۳ آذر ۱۳۹۰
تلفن تماس با دبیرخانه: 22497336-021
نمابر: 22469449-021
آدرس وب سایت:
آدرس ایمیل: irandatamining@gmail.com
Data Mining Process
– Data preparation techniques
– Data reduction methods
– Data cleaning and preparation
– Feature selection and transformation
– Sampling and rebalancing
– Missing value imputation
– Model selection/assessment and comparison
– Model comparison
– Model interpretation
– Others
Data Mining Applications
– Engineering
– System and Manufacturing
– Industry and government
– System planning and management
– Urban planning and management
– Logistics/Traffic management
– Science and technology
– Education
– Business/Industrial
– Marketing
– Finance and financial services
– Insurance
– Social science
– Military/Security
– Bioinformatics/Medicine
– Biological sciences
– Risk analysis
– Emergency planning services
– Health, safety and environment (HSE)
– Others
Data Mining Tasks
– Classification/partitioning
– Clustering
– Association
– Segmentation
– Regression
– Advanced prediction modeling
– Temporal data mining
– Spatial data mining
– Time series forecasting
– Deviation and outlier detection
– Explorative and visual data mining
– Web mining
– Text Mining
– Mining semi-structured data
– Content mining and pattern mining
– Multimedia mining (audio/video)
– Explorative and visual data mining
– Others
Data Mining Algorithms
– Clustering algorithms
– Genetic algorithms and categorization techniques
– Fuzzy logic and rough sets
– Artificial neural networks
– Decision trees/rule learners
– Statistical methods
– Case based reasoning
– Link and sequence analysis
– Others
Data Mining Integration
– Mining large scale data
– Multidimensional data
– Distributed and grid based data mining
– Data visualization
– Knowledge Discovery in Databases (KDD)
– Data and knowledge representation
– Data warehousing
– OLAP integration
– Others
مسئول یا دبیر همایش:
امکان ارسال مقاله: بله