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APPLICATION OF CLASSIFICATION ALGORITHM OF MACHINE LEARNING AND BUFFER ANALYSIS IN TORISM REGIONAL PLANNING
the Chaohu Lake Land Use Classification Change Monitoring SVM Buffer Zone Analysis
2018/5/16
Remote Sensing (RS) and Geography Information System (GIS) technologies are widely used in ecological analysis and regional planning. With the advantages of large scale monitoring, combination of poin...
CLASSIFICATION OF POLE-LIKE OBJECTS USING POINT CLOUDS AND IMAGES CAPTURED BY MOBILE MAPPING SYSTEMS
Mobile Mapping System Point-Cloud Pole-Like Object Machine Learning Convolutional Neural Network
2018/6/4
The vehicle-based mobile mapping system (MMS) is effective for capturing 3D shapes and images of roadside objects. The laser scanner and cameras on the MMS capture point-clouds and sequential digital ...
Classification of Triadic Chord Inversions Using Kohonen Self-organizing Maps
Harmony Neural Networks Cognitive Musicology
2015/7/30
In this paper we discuss the application of the Kohonen Selforganizing Maps to the classification of triadic chords in inversions and root positions. Our motivation started in the validation of Sch...
How to Solve Classification and Regression Problems on High-Dimensional Data with a Supervised Extension of Slow Feature Analysis
Slow feature analysis feature extraction classifi cation regression pattern recognition training graphs nonlinear dimensionality reduction supervised learning high-dimensional data implicitly supervised image analysis
2015/7/10
Supervised learning from high-dimensional data, e.g., multimedia data, is a challenging task. We propose an extension of slow feature analysis (SFA) for supervised dimensionality reduction called grap...
Enhanced Self-Organizing Map Neural Network for DNA Sequence Classification
Bioinformatics Artificial Neural Networks Self-Organizing Map Classification Sequence Alignment
2013/1/28
The artificial neural networks (ANNs), among different soft computing methodologies are widely used to meet the challenges thrown by the main objectives of data mining classification techniques, due t...
Low-Power Themes Classifier (LPTC): A Human-Expert-Based Approach for Classification of Scientific Papers/Theses with Low-Power Theme
Natural Language Processing (NLP) Semantic Web Term Extraction Text Categorization Resource Description Framework (RDF) Low-Power Theme
2013/1/28
Document classification is widely applied in many scientific areas and academic environments, using NLP techniques and term extraction algorithms like CValue, TfIdf, TermEx, GlossEx, Weirdness and the...
A Study on Associated Rules and Fuzzy Partitions for Classification
Data Mining Fuzzy Partition Partial Classification Association Rule Knowledge Discovery.
2013/1/28
The amount of data for decision making has increased tremendously in the age of the digital economy. Decision makers who fail to proficiently manipulate the data produced may make incorrect decisions ...
We introduce a new procedure for training of artificial neural networks by using the approximation of an objective function by arithmetic mean of an ensemble of selected randomly generated neural netw...
Churn Forecast Based on Two-step Classification in Security Industry
Customer Segmentation Churn Self-Organize Map Neural Network Decision Tree
2013/1/28
Customer is a determinant factor that decides whether a security company will be alive. As a result, the competition for customers is more and more intense between security companies. In order to avoi...
Synthesizing Expert Systems and Operations Research Techniques: system classification and review
Synthesizing Expert Systems Operations Research Techniques system classification
2009/12/7
Expert system (ES) and operations research (OR) nave many fundamental characteristics that can be used to completnent and supplement each other. This paper surveys the synthesis of ES and OR and discu...
Huberized Multi-class Support Vector Machine for Microarray Classification
Gene selection grouping effect microarray classification
2009/9/9
This paper proposes a new multi-class support vector machine for simultaneous gene selection and microarray classification. Combining the huberized hinge loss function and the elastic net penalty, the...
Real-Time Classification Algorithm for Recognition of Machine Operating Modes by Use of Self-Organizing Maps
Classification Self-Organizing Maps Real-Time Recognition
2009/7/28
In this paper a new algorithm for classification and real-time recognition of different a-priorily assumed operating modes for construction machines is proposed. This algorithm utilizes the effectiven...
We are interested in the area of Dialogue Act (da) tagging.Identifying the dialogue acts of utterances is recognised as an important step towards understanding the content and nature of what speakers ...
Empirical determination of thresholds for optimal dialogue act classification
Empirical determination thresholds optimal dialogue act classification
2014/3/20
We present recent experiments which build on our work in the area of Dialogue Act (da) tagging.Identifying the dialogue acts of utterances is recognised as an important step towards understanding the ...