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java implementation of Teacher Information Ability Measurement and Analysis Intelligent System (AMAIS) Based on ICT-TPACK and Recurrent Neural Network 5

Java Implementation of Teacher Information Ability Measureme...

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5th International Conference on Inventive Computation Technologies (ICICT)

作者： Fu, Kuiliang Nanjing City Vocat Coll Nanjing 211200 Jiangsu Peoples R China

ISBN: (数字)9781665408370

ISBN: (纸本)9781665408387;9781665408370

This study discusses about the implementation of java in the process of teacher information ability measurement and analysis based on ICT-TPACK and recurrent neural network. From the research study it is evident that when using the lock cache mechanism in the java virtual machine to improve its runtime cache performance, the dynamic lock cache method can achieve an optimization effect that is not weaker than the static lock cache method. At this point, if other memory accesses in the system conflict with the compiled method, the compiled method may be replaced by the cache. The proposed architecture assist in finding the best solution for the teacher information ability measurement and intelligent system analysis. To apply the system into various model, the ICT-TPACK and recurrent neural network are combined. The performance of the proposed model is then validated by performing an experimental testing.

关键词： Recurrent Neural Network ICT-TPACK java implementation Information Ability Measurement Intelligent System

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The java implementation of Apriori algorithm Based on Agile Design Principles

The Java Implementation of Apriori algorithm Based on Agile ...

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3rd IEEE International Conference on Computer Science and Information Technology (ICCSIT)

作者： Li, Yong Xinjiang Normal Univ Coll Comp Sci & Technol Urumqi Peoples R China

ISBN: (纸本)9781424455379

Association rules model is widely used in data mining and the apriori is the most famous association rule mining algorithm. Based on the classic Apriori association rules algorithm, this paper gives the UML class design diagram based on the agile design principles and selects the popular OOP language java to achieve. In practical applications, it can be used in a variety of data application.

关键词： Apriori algorithm UML java implementation Agile Design Principles

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A java implementation of the probabilistic argumentation system for data fusion in missile defense applications

A Java implementation of the probabilistic argumentation sys...

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Conference on Multisensor, Multisource Information Fusion

作者： Chan, M Hansen, T Monney, PA Baker, T Lockheed Missiles & Space Co Inc Sunnyvale CA 94089 USA

ISBN: (纸本)0819453579

In missile defense target recognition applications, knowledge about the problem may be imperfect, imprecise, and incomplete. Consequently, complete probabilistic models are not available. In order to obtain robust inference results and avoid making inaccurate assumptions, the probabilistic argumentation system (PAS) is employed. In PAS, knowledge is encoded as logical rules with probabilistically weighted assumptions. These rules map directly to Dempster-Shafer belief functions, which allow for uncertainty reasoning in the absence of complete probabilistic models. The PAS can be used to compute arguments for and against hypotheses of interest, and numerical answers that quantify these arguments. These arguments can be used as explanations that describe how inference results are computed. This explanation facility can also be used to validate intelligence information, which can in turn improve inference results. This paper presents a java implementation of the probabilistic argumentation system as well as a number of new features. A rule-based syntax is defined as a problem encoding mechanism and for Monte Carlo simulation purposes. In addition, a graphical user interface (GUI) is implemented so that users can encode the knowledge database, and visualize relationships among rules and probabilistically weighted assumptions. Furthermore, a graphical representation is used to display these rules, which in turn provides graphical explanations of the inference results. We provide examples that illustrate how classical pattern recognition problems can be solved using canonical rule sets, as well as examples that demonstrate how this new software can be used as an explanation facility to describe how the inference results are determined.

关键词： java implementation probabilistic argumentation system data fusion rule-based inference graphical user interface

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The java implementation of Apriori algorithm Based on Agile Design Principles

The Java Implementation of Apriori algorithm Based on Agile ...

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2010 3rd IEEE International Conference on Computer Science and Information Technology—ICCSIT 2010

作者： Yong Li College of Computer Science and Technology Xinjiang Normal University, Urumqi, China

关键词： Apriori algorithm UML java implementation Agile Design Principles

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Research and implementation of RSA Algorithm in java

Research and Implementation of RSA Algorithm in Java

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2nd International Conference on Management of e-Commerce and e-Government

作者： Peng, Jiezhao Wu, Qi Jiangxi Univ Finance & Econ Nanchang 330013 Jiangxi Peoples R China

This paper briefly introduces the concept of RSA algorithm, and presents the flaws of other existing implementations of RSA Algorithm in java, thereby designs our improved implementation and analyzes the performance o... 详细信息

ISBN: (纸本)9780769533667

关键词： RSA java implementation

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QoS and network resources management for communication in distributed manufacturing processes

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COMPUTERS IN INDUSTRY 2002年第3期48卷 253-267页

作者： Soudani, A Nasri, S Divoux, T Fac Sci Monastir Lab Elect & Microelect Monastir Tunisia Univ Nancy 1 Ctr Rech Automat Nancy CNRS UMR 7039 F-54013 Nancy France

In this paper, we present a multimedia communication model based on the virtual manufacturing device (VMD) concept that has been defined in the international manufacturing message specification (MMS). This model called the virtual communication support (VCS), makes it possible to cohabit different communication techniques, such as ATM and ethernet, provides a multi-profile solution to introduce real-time multimedia applications and manages network resources. Its specification and design used to perform workstation capabilities to avoid network bottleneck. For these purposes, it defines a service set between the application layer and the other communication layers to manage network resources reservation negotiate the quality of service (QoS) and ensure real-time service execution. The design of this communication model is based on the idea of the specification and description language (SDL) use. It is a formal description technique that enables model validation, extension and reusability. The dynamic behavior of this model is being checked with the message sequence chart (MSC). The implementation and the experimentation of this VCS model are being achieved using the java language. It is being done on the fast-ethernet local area network equipped with multimedia and manufacturing devices. (C) 2002 Elsevier Science B.V. All rights reserved.

关键词： VMD multimedia QoS SDL java implementation

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A hybrid neural network/genetic algorithm applied to breast cancer detection and recurrence

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EXPERT SYSTEMS 2013年第3期30卷 243-254页

作者： Belciug, Smaranda Gorunescu, Florin Univ Craiova Fac Math & Comp Sci Dept Comp Sci Craiova 200585 Romania Univ Med & Pharm Craiova Dept Math Biostat & Comp Sci Craiova 200349 Romania

Genetic algorithms (GAs) and neural networks (NNs) are both inspired by computation in biological systems and many attempts have been made to combine the two methodologies to boost the NNs performance. This paper deals with the evolutionary training of a feedforward NN for both breast cancer detection and recurrence. A multi-layer perceptron (MLP) has been designed for this purpose, using a GA routine to set weights, and a java implementation of this hybrid model has been made. Four databases concerning cancer detection and recurrence have been used, two databases containing numerical attributes only, one database containing ordinal (categorical) attributes solely and one database with mixed attributes. In comparison to some standard NNs, the performance of this approach using the same databases is shown to be superior. Moreover, this hybrid MLP/GA model is very flexible in terms of providing accurate classification, even with different types of attributes, which is usually found in medical studies.

关键词： neural networks genetic algorithms evolutionary training java implementation cancer detection and recurrence

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An approach for end-to-end QoS and network resources management

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COMPUTER STANDARDS & INTERFACES 2005年第1期28卷 93-108页

作者： Helali, A Soudani, A Nasri, S Divoux, T Fac Sci Monastir EuE Lab Elect & Micorelect Monastir Tunisia Univ Nancy 1 CNRS UMR 7039 Ctr Rech Automat Nancy Nancy France

In this paper, we address the problem of the end-to-end QoS management for multimedia and real-time applications. We would focus on the presentation of a multi-profile communication environment and its reliability in ensuring end-to-end QoS management in the network communication processes. This communication environment, called Virtual Communication Support (VCS), provides a dynamic assignment of application requirements to the network resources reservation and protocol layers invocation. The advantage of this model is that it performs the capabilities of the network by abstracting the details of all communication stacks-layers that must be invoked in the communication process from application specificities and needs. A great attention is devoted to the end-to-end QoS management in the VCS communication model. We would present our approach for the development of a transport middleware for end-to-end QoS control. This middleware performs the QoS management with an adaptive and predictive algorithm based on the network jitter measurement. The main contribution of this paper is that it provides a solution to predict congestion during communication process and then it can avoid network overloading. This is of several importances when we are streaming multimedia real-time packets. In fact, when real-time application losses some packets it may lead to unfavorable situations. Our approach for the specification and the design of the middleware is based on the use of the Specification and Description Language (SDL). This is a formal description technique that enables model validation extension and reusability. The dynamic behavior of this model is being checked with the Message Sequence Chart (MSC). The simulation and validation of this middleware was performed for the VCS. It was simulated by The Network Simulator (NS). Some profiles with the java language on the Fast-Ethernet Local Area Network. Its testing was performed for a real-time manufacturing process and multimedi

关键词： end-to-end QoS multimedia real-time jitter NS SDL java implementation

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AES algorithm implemented for PDA secure communication with java

AES algorithm implemented for PDA secure communication with ...

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International Workshop on Anti-counterfeiting, Security, and Identification

作者： Liu Niansheng Guo Donghui Huang Jiaxiang Jimei Univ Sch Comp Engn Xiamen 361021 Peoples R China Xiamen Univ Dept Elect Engn Xiamen 361005 Peoples R China

ISBN: (纸本)9781424410347

Since Rijndael algorithm was selected as the AES (Advanced Encryption System) to substitute the DES (Data Encryption Standard), the foremost concern for people has been its security. The result of new attack methods shows that there may be some lacuna in the design of S-box and key schedule with AES algorithm. The problem is the weakness of linearity existing in the S-box and key schedule. In order to keep from the new attacks and implement the AES for PDA secure communication in java, we analyze in detail on the AES algorithm and give out a new implementation scheme for increasing complexity of nonlinear transformation in design of S-box. The experimental results show our implementation scheme with java is feasible for the PDA application and is of an acceptable speed for data encryption and decryption.

关键词： AES algorithm security of cryptography java implementation PDA

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An improved mapping method for automated consistency check between software architecture and source code 20

An improved mapping method for automated consistency check b...

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20th IEEE International Conference on Software Quality, Reliability, and Security (QRS)

作者： Chen, Fangwei Zhang, Li Lian, Xiaoli Beihang Univ Beijing Peoples R China

ISBN: (纸本)9781728189130

In daily software development, inconsistencies between architecture and code inevitably occur with the continuous contribution, even under model-driven development which can trace between design and code. Many methods have been proposed for consistency checking, but most require huge human efforts on establishing the mappings between architectural and code elements. Besides, the multi-layered architecture and code increases the difficulties in inconsistency detection, while existing algorithms do not handle this well. Thus, we propose an improved mapping method for automated consistency check between software architecture and java implementation, with the premises that initial tracing between architecture and code are established. To be specific, during software evolution, our method can automatically re-establish the mappings between architecture and code using initial tracing information. Then, with detailed inconsistency check rules, we detect the inconsistencies heuristically. Experiments with two projects show our method's high effectiveness with more than 98% of recall and 96% of precision.

关键词： consistency checking software architecture java implementation

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