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A FULLY AUTOMATED PIPELINE FOR CLASSIFICATION TASKS WITH AN APPLICATION TO REMOTE SENSING
Automated Machine Learning Feature Generation Classification Meta-heuristic Hyperparameter Optimization Particle Swarm Optimization UC Merced Land Use data set
2016/7/28
Nowadays deep learning has been intensively in spotlight owing to its great victories at major competitions, which undeservedly pushed ‘shallow’ machine learning methods, relatively naive/handy algori...
MULTI-SATELLITE SCHEDULING APPROACH FOR DYNAMIC AREAL TASKS TRIGGERED BY EMERGENT DISASTERS
Satellite Mission Scheduling Emergent Disasters Satellite Scheduling Model Dynamic Segmenting Algorithm Heuristic algorithm Greedy criterion Wenchuan Earthquake
2016/7/4
The process of satellite mission scheduling, which plays a significant role in rapid response to emergent disasters, e.g. earthquake, is used to allocate the observation resources and execution time t...
KNOWLEDGE BASED EXPERT SYSTEMS IN REMOTE SENSING TASKS:QUANTIFYING GAIN FROM INTELLIGENT INFERENCE
Knowledge Base Reasoning Theory Fusion Classification Data Mining
2015/12/31
How to measure gain from the use of intelligent inference? How can the complexity of the recognition / classification task be estimated? What is the type of evidence which best suits an.inference mech...