-
Chapter and Conference Paper
An English Letter Recognition Algorithm Based Artificial Immune
In the study of letter recognition, the recognition accuracy is impacted by fonts and styles, which is the main bottleneck that the technology is applied. In order to enhance the accuracy, a letter recognition...
-
Chapter and Conference Paper
Document Classification with Multi-layered Immune Principle
Automatic document classification is helpful in both organizing and finding information on huge resources. A novel multi-layered immune based document classification algorithm is presented. First, we represent...
-
Chapter and Conference Paper
Heuristic Evolutionary Approach for Weighted Circles Layout
In order to improve lack of GA, we combined it with case-based reasoning(CBR) and constructing non-isomorphic layout pattern (NILP) to solve layout problem in this paper. Its basic idea includes 2 components: ...
-
Chapter and Conference Paper
A Heuristic Data-Sanitization Approach Based on TF-IDF
Data mining technology can help extract useful knowledge from large data sets. The process of data collection and data dissemination may, however, result in an inherent risk of privacy threats. In this paper, ...
-
Chapter and Conference Paper
A Smart-Phone-Based Health Management System Using a Wearable Ring-Type Pulse Sensor
In this paper, a mobile e-health-management system is presented which extends authors’ previous works on mobile physiological signal monitoring. This system integrates a wearable ring-type pulse monitoring sen...
-
Chapter and Conference Paper
The Research of Serially Concatenated FQPSK Demodulation Based on LDPC Codes
As a kind of modulation with high degree of both power and bandwidth efficiency, Filtered QPSK (FQPSK) has been widely applied in the satellite and deep space communication. This paper first investigates the M...
-
Chapter and Conference Paper
Information Technology Education Based on Cloud Computing
Cloud computing era has brought new development ideas for the education information of our country. This paper has summarized and analyzed the definition and computing features of cloud computing combined with...
-
Chapter and Conference Paper
Clustering Categorical Sequences with Variable-Length Tuples Representation
Clustering categorical sequences is currently a difficult problem due to the lack of an efficient representation model for sequences. Unlike the existing models, which mainly focus on the fixed-length tuples r...
-
Chapter and Conference Paper
A Research on Underwater Acoustic Channel Modeling and Simulation of Shallow Sea
In order to research the shallow underwater communication system further and conveniently, the paper study the characteristics of underwater acoustic propagation and choose “Ray Model” as the simulation. Then ...
-
Chapter and Conference Paper
Towards MR-Only Radiotherapy Treatment Planning: Synthetic CT Generation Using Multi-view Deep Convolutional Neural Networks
Recently, Magnetic Resonance imaging-only (MR-only) radiotherapy treatment planning (RTP) receives growing interests since it is radiation-free and time/cost efficient. A key step in MR-only RTP is the genera...
-
Chapter and Conference Paper
Research on Parallel Forecasting Model of Short-Term Power Load Big Data
The parallel prediction model of big data with traditional power load has a low prediction accuracy in different working conditions, so the parallel prediction model of big data for short-term power load is de...
-
Chapter and Conference Paper
Image Segmentation of Manganese Nodules Based on Background Gray Value Computation
Aiming at two problems from the process of target and background segmentation in the field of manganese nodule image processing, the uneven illumination and the morphological defects of manganese nodules cause...
-
Chapter and Conference Paper
Investigation and Analysis on Learning Attitude of Public Pedagogy Under the Background of Big Data
Pedagogy is a very important educational course. It plays an important role for teachers to establish correct educational concepts, master appropriate educational methods and form a certain educational ability...