پنجمین کنفرانس داده کاوی ایران

دسته: دسته‌بندی نشده
چهارشنبه ۲۳ آذر ۱۳۹۰

[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





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امکان ارسال مقاله: بله
پرینت اشتراک گذاری در فیسبوک اشتراک گذاری در توییتر اشتراک گذاری در گوگل پلاس
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