Search Results - subject:"Feature Extraction"

An Application of Stereo Matching Algorithm for Waste Bin Level Estimation

Islam, Md. Shafiqul; Hannan, M.A.; Basri, Hasan - In: Journal of Asian Scientific Research 2 (2012) 11, pp. 731-736

algorithms for depth feature extraction are also discussed. GUI has developed using Matlab for classifying the waste bin. It …

Persistent link: https://www.econbiz.de/10010592870

Performance Evaluation of Feed-Forward Neural Network Models for Handwritten Hindi Characters with Different Feature Extraction Methods

Singh, Gunjan; Kumar, Sandeep; Singh, Manu Pratap - In: International Journal of Artificial Life Research (IJALR) 7 (2017) 2, pp. 38-57

cursive in nature and demonstrate a lot of similar features. A number of feature extraction, classification and recognition … characters using various feature extraction methods. To study and analyze the performance of the selected neural networks … backpropagation neural network gives lowest recognition rate for most of the selected feature extraction methods. …

Persistent link: https://www.econbiz.de/10012042919

Feature Extraction of Video Using Artificial Neural Network

Takahashi, Akiko; Hayakawa, Yoshihiro; Oonuma, Takanori; … - In: International Journal of Cognitive Informatics and … 11 (2017) 2, pp. 25-40

coding, through an image feature extraction function obtained when identity mapping learning is applied to sandglass …

Persistent link: https://www.econbiz.de/10012043683

Music Emotions Recognition by Machine Learning With Cognitive Classification Methodologies

Wang, Yingxu; Peng, Jun; Shi, Jinliang; Luo, Kan; Bai, … - In: International Journal of Cognitive Informatics and … 11 (2017) 4, pp. 80-92

Music emotions recognition (MER) is a challenging field of studies addressed in multiple disciplines such as musicology, cognitive science, physiology, psychology, arts and affective computing. In this article, music emotions are classified into four types known as those of pleasing, angry, sad...

Persistent link: https://www.econbiz.de/10012043696

The State-of-the-Art Technology of Currency Identification: A Comparative Study

Yan, WeiQi; Wang, Guangyu; Wu, Xiaotian - In: International Journal of Digital Crime and Forensics (IJDCF) 9 (2017) 3, pp. 58-72

study of feature extraction and classification algorithms of currency notes authentication. We extract various computational …

Persistent link: https://www.econbiz.de/10012043949

Application of Machine Learning Algorithms to a Well Defined Clinical Problem: Liver Disease

Singh, Aman; Pandey, Babita; Takkar, Sakshi - In: International Journal of E-Health and Medical … 8 (2017) 4, pp. 38-60

Liver diseases represent a major health burden worldwide. Machine learning (ML) algorithms have been extensively used to diagnose liver disease. This study accordingly aims to employ various individual and integrated ML algorithms on distinct liver disease datasets for evaluating the diagnostic...

Persistent link: https://www.econbiz.de/10012044444

Identifying the Opinion Orientation of Online Product Reviews at Feature Level: A Pruning Approach

Chauhan, Nilanshi; Singh, Pardeep - In: International Journal of Information System Modeling … 8 (2017) 2, pp. 92-111

This article describes how e-commerce has become so vast that almost every product and service can be purchased online, to be delivered at our doorsteps. This has led to a striking increase in the number of online customers. In an attempt to make the online shopping more appealing and...

Persistent link: https://www.econbiz.de/10012045647

Examination the Usefulness of Selected Classification Methods in the Pre-Qualification of Construction Contractors

Błaszczyk, Paweł; Błaszczyk, Tomasz - In: International Journal of Information Technology Project … 8 (2017) 1, pp. 17-34

For most of projects, including major infrastructure enterprises a key success factor is an appropriately selected general contractor. In addition to technical and organizational criteria the assessment of its financial capacity is strongly important to provide liquidity to the cash flows of the...

Persistent link: https://www.econbiz.de/10012046012

Topic-Independent Chinese Sentiment Identification from Online News

Chen, Zhong-Yong; Li, Wen-Ting - In: International Journal of Knowledge and Systems Science … 8 (2017) 3, pp. 34-44

In this paper, the authors investigate the topic-independent Chinese sentiment identification problem from online news. They analyze the word usage and sentence structure of the documents for inferring representative terms and sentences in the documents, and then employ the feature values of...

Persistent link: https://www.econbiz.de/10012046356

A Novel Anti-Obfuscation Model for Detecting Malicious Code

Wang, Yuehan; Li, Tong; Cai, Yongquan; Ning, Zhenhu; … - In: International Journal of Open Source Software and … 8 (2017) 2, pp. 25-43

-gram feature extraction algorithms that are easy to be obfuscated. Specifically, the proposed model can dynamically determine …

Persistent link: https://www.econbiz.de/10012046977