Computation of Neural Network using C# with Respect to BioinformaticsSarvesh Kumar
Neural network is the emerging field in the era of globalization which is fully based on the concept of soft-computing technique and bioinformatics. In the competitive market of new development process, Bioinformatics play the vital role to give the process of integration aspect as multidisciplinary subject like- biological Science, medicine science, computer science, engineering, chemical science, physical science as well as mathematical science who gives the experiences of artificial activities of human behaviour in the form of software. Now a days neural Network and its multidimensional approach give the idea for solving bioinformatics problems to handle imprecision, uncertainty in large and complex search spaces. This paper gives the emphasis on multidimensional approaches of neural network with soft computing paradigm using C# in bioinformatics with integrative research methodology. The overall process of multidimensional approaches of bioinformatics neurons can also be understood with the help of flow chart and diagram is the major concerned.
A Parallel Framework For Multilayer Perceptron For Human Face RecognitionCSCJournals
Artificial neural networks have already shown their success in face recognition and similar complex pattern recognition tasks. However, a major disadvantage of the technique is that it is extremely slow during training for larger classes and hence not suitable for real-time complex problems such as pattern recognition. This is an attempt to develop a parallel framework for the training algorithm of a perceptron. In this paper, two general architectures for a Multilayer Perceptron (MLP) have been demonstrated. The first architecture is All-Class-in-One-Network (ACON) where all the classes are placed in a single network and the second one is One-Class-in-One-Network (OCON) where an individual single network is responsible for each and every class. Capabilities of these two architectures were compared and verified in solving human face recognition, which is a complex pattern recognition task where several factors affect the recognition performance like pose variations, facial expression changes, occlusions, and most importantly illumination changes. Experimental results show that the proposed OCON structure performs better than the conventional ACON in terms of network training convergence speed and which can be easily exercised in a parallel environment.
Computation of Neural Network using C# with Respect to BioinformaticsSarvesh Kumar
Neural network is the emerging field in the era of globalization which is fully based on the concept of soft-computing technique and bioinformatics. In the competitive market of new development process, Bioinformatics play the vital role to give the process of integration aspect as multidisciplinary subject like- biological Science, medicine science, computer science, engineering, chemical science, physical science as well as mathematical science who gives the experiences of artificial activities of human behaviour in the form of software. Now a days neural Network and its multidimensional approach give the idea for solving bioinformatics problems to handle imprecision, uncertainty in large and complex search spaces. This paper gives the emphasis on multidimensional approaches of neural network with soft computing paradigm using C# in bioinformatics with integrative research methodology. The overall process of multidimensional approaches of bioinformatics neurons can also be understood with the help of flow chart and diagram is the major concerned.
A Parallel Framework For Multilayer Perceptron For Human Face RecognitionCSCJournals
Artificial neural networks have already shown their success in face recognition and similar complex pattern recognition tasks. However, a major disadvantage of the technique is that it is extremely slow during training for larger classes and hence not suitable for real-time complex problems such as pattern recognition. This is an attempt to develop a parallel framework for the training algorithm of a perceptron. In this paper, two general architectures for a Multilayer Perceptron (MLP) have been demonstrated. The first architecture is All-Class-in-One-Network (ACON) where all the classes are placed in a single network and the second one is One-Class-in-One-Network (OCON) where an individual single network is responsible for each and every class. Capabilities of these two architectures were compared and verified in solving human face recognition, which is a complex pattern recognition task where several factors affect the recognition performance like pose variations, facial expression changes, occlusions, and most importantly illumination changes. Experimental results show that the proposed OCON structure performs better than the conventional ACON in terms of network training convergence speed and which can be easily exercised in a parallel environment.
PROJECT-BASED MICROCONTROLLER SYSTEM LABORATORY USING BK300 DEVELOPMENT BOARD...ijesajournal
Microcontroller system is one of the vital subjects offered by students during the sequence of study in
universities and other colleges of science, engineering and technology in the world. In this paper, we solve
the problem of student comprehension and skill development in embedded system design using
microcontroller chip PIC16F887 by demonstration of hands-on laboratory experiments. Also,
developments of software code, circuit diagram simulation were carried out. This is to help students
connect their theoretical knowledge with the practical experience. Each of the experiments was carried out
using BK300 development board, PICKit3 programmer, Proteus 8.0 software. Our years of experience in
the teaching of microcontroller course and the active involvement of students as manifested in complete indepth hands-on laboratory projects on real life problem solving. Laboratory session with the development
board and software demonstrated in this article is unambiguous. Future embedded system laboratory
session could be designed around ATMel lines of Microcontrollers.
Microcontroller system is one of the vital subjects offered by students during the sequence of study in universities and other colleges of science, engineering and technology in the world. In this paper, we solve the problem of student comprehension and skill development in embedded system design using microcontroller chip PIC16F887 by demonstration of hands-on laboratory experiments. Also, developments of software code, circuit diagram simulation were carried out. This is to help students connect their theoretical knowledge with the practical experience. Each of the experiments was carried out using BK300 development board, PICKit3 programmer, Proteus 8.0 software. Our years of experience in the teaching of microcontroller course and the active involvement of students as manifested in complete in-depth hands-on laboratory projects on real life problem solving. Laboratory session with the development board and software demonstrated in this article is unambiguous. Future embedded system laboratory session could be designed around ATMel lines of Microcontrollers.
USING ONTOLOGIES TO OVERCOMING DRAWBACKS OF DATABASES AND VICE VERSA: A SURVEYcseij
For a same domain, several databases (DBs) exist. The emergence of classical web to the semantic web has
contributed to the appearance of the notion of ontology that have shared and consensual vocabulary. For a
given, it is more interesting to take advantage of existing databases, to build an ontology. Most of the data
are already stored in these databases. So many DBs can be integrated to enable reuse of existing data for
the semantic web. Even for existing ontologies, the relevance of the information they contain requires
regular updating. These databases can be useful sources to enrich these ontologies. In the other hand, for
these ontologies more than the ratio ‘size of the instances on the size of working memory’ is large more
than the management of these instances, in memory, is difficult. Finding a way to store these instances in a
structured manner to satisfy the needs of performance and reliability required for many applications
becomes an obligation. As a consequence, defining query languages to support these structures becomes a
challenge for SW community. We will show through this paper how ontologies can benefit from DBs to
increase system performance and facilitate their design cycle. The DBs in their turn suffers from several
drawbacks namely complexity of the design cycle and lack of semantics. Since ontologies are rich in
semantic, DBs can profit from this advantage to overcoming their drawbacks.
Applying a new software development paradigm to biologyJeff Long
May 7-11, 2003: Giddings, M. C. and Long, J. “Applying a New Software Development Paradigm to Biology: Developing applications that handle complexity and stand the test of time”. Poster session presented with Dr. M. C. Giddings, of the University of North Carolina, Chapel Hill, at the Genome Informatics Conference, sponsored by Cold Spring Harbor Laboratory.
Dieses Abschluss Master-Programm bietet den Studierenden des Vollzeitstudiums an der Fachhochschule in Puch eine eingehende fachliche und wissenschaftlichen Ausbildung. Basierend auf dem Bachelor Studium, bietet dieser Studiengang in Ingenieurwissenschaften eine gründliche technische Ausbildung in Verbindung mit Forschung getriebenen Lehren. Es werden einleitende und fortgeschrittene Themen in den Bereichen Bild und Signalverarbeitung, formale und methodische Grundlagen und den unterschiedlichsten Anwendungsgebieten gelehrt.
Reverse Engineering for Documenting Software Architectures, a Literature ReviewEditor IJCATR
Recently, much research in software engineering focused on reverse engineering of software systems which has become one
of the major engineering trends for software evolution. The objective of this survey paper is to provide a literature review on the
existing reverse engineering methodologies and approaches for documenting the architecture of software systems. The survey process
was based on selecting the most common approaches that form the current state of the art in documenting software architectures. We
discuss the limitations of these approaches and highlight the main directions for future research and describe specific open issues for
research.
Top mailing list providers in the USA.pptxJeremyPeirce1
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PROJECT-BASED MICROCONTROLLER SYSTEM LABORATORY USING BK300 DEVELOPMENT BOARD...ijesajournal
Microcontroller system is one of the vital subjects offered by students during the sequence of study in
universities and other colleges of science, engineering and technology in the world. In this paper, we solve
the problem of student comprehension and skill development in embedded system design using
microcontroller chip PIC16F887 by demonstration of hands-on laboratory experiments. Also,
developments of software code, circuit diagram simulation were carried out. This is to help students
connect their theoretical knowledge with the practical experience. Each of the experiments was carried out
using BK300 development board, PICKit3 programmer, Proteus 8.0 software. Our years of experience in
the teaching of microcontroller course and the active involvement of students as manifested in complete indepth hands-on laboratory projects on real life problem solving. Laboratory session with the development
board and software demonstrated in this article is unambiguous. Future embedded system laboratory
session could be designed around ATMel lines of Microcontrollers.
Microcontroller system is one of the vital subjects offered by students during the sequence of study in universities and other colleges of science, engineering and technology in the world. In this paper, we solve the problem of student comprehension and skill development in embedded system design using microcontroller chip PIC16F887 by demonstration of hands-on laboratory experiments. Also, developments of software code, circuit diagram simulation were carried out. This is to help students connect their theoretical knowledge with the practical experience. Each of the experiments was carried out using BK300 development board, PICKit3 programmer, Proteus 8.0 software. Our years of experience in the teaching of microcontroller course and the active involvement of students as manifested in complete in-depth hands-on laboratory projects on real life problem solving. Laboratory session with the development board and software demonstrated in this article is unambiguous. Future embedded system laboratory session could be designed around ATMel lines of Microcontrollers.
USING ONTOLOGIES TO OVERCOMING DRAWBACKS OF DATABASES AND VICE VERSA: A SURVEYcseij
For a same domain, several databases (DBs) exist. The emergence of classical web to the semantic web has
contributed to the appearance of the notion of ontology that have shared and consensual vocabulary. For a
given, it is more interesting to take advantage of existing databases, to build an ontology. Most of the data
are already stored in these databases. So many DBs can be integrated to enable reuse of existing data for
the semantic web. Even for existing ontologies, the relevance of the information they contain requires
regular updating. These databases can be useful sources to enrich these ontologies. In the other hand, for
these ontologies more than the ratio ‘size of the instances on the size of working memory’ is large more
than the management of these instances, in memory, is difficult. Finding a way to store these instances in a
structured manner to satisfy the needs of performance and reliability required for many applications
becomes an obligation. As a consequence, defining query languages to support these structures becomes a
challenge for SW community. We will show through this paper how ontologies can benefit from DBs to
increase system performance and facilitate their design cycle. The DBs in their turn suffers from several
drawbacks namely complexity of the design cycle and lack of semantics. Since ontologies are rich in
semantic, DBs can profit from this advantage to overcoming their drawbacks.
Applying a new software development paradigm to biologyJeff Long
May 7-11, 2003: Giddings, M. C. and Long, J. “Applying a New Software Development Paradigm to Biology: Developing applications that handle complexity and stand the test of time”. Poster session presented with Dr. M. C. Giddings, of the University of North Carolina, Chapel Hill, at the Genome Informatics Conference, sponsored by Cold Spring Harbor Laboratory.
Dieses Abschluss Master-Programm bietet den Studierenden des Vollzeitstudiums an der Fachhochschule in Puch eine eingehende fachliche und wissenschaftlichen Ausbildung. Basierend auf dem Bachelor Studium, bietet dieser Studiengang in Ingenieurwissenschaften eine gründliche technische Ausbildung in Verbindung mit Forschung getriebenen Lehren. Es werden einleitende und fortgeschrittene Themen in den Bereichen Bild und Signalverarbeitung, formale und methodische Grundlagen und den unterschiedlichsten Anwendungsgebieten gelehrt.
Reverse Engineering for Documenting Software Architectures, a Literature ReviewEditor IJCATR
Recently, much research in software engineering focused on reverse engineering of software systems which has become one
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existing reverse engineering methodologies and approaches for documenting the architecture of software systems. The survey process
was based on selecting the most common approaches that form the current state of the art in documenting software architectures. We
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Perpetual Help IT Course Description
1. SUMMARY OF COURSE DESCRIPTIONS
CY 2007-2008
CMO 53 – S.2006
Enhanced 2008
BACHELOR OF SCIENCE IN INFORMATION TECHNOLOGY
Information Technology Fundamentals – (3 Units – 2 Units-Lec/1 Unit-Lab)
This course provides an introduction to the industry of Information Technology, an overview
of the IT profession, and basic computer concepts.
Computer Programming 1 - (3 Units – 2 Units-Lec/1 Unit-Lab)
This course allows the student to learn and apply the art and style of procedural
programming to solve computational problems adhering to the standards and guidelines of
documentation. It includes discussion on I/O statements, loop and branching instructions, and
creating functions and procedures.
Computer Programming 2 – (3 Units – 2 Units – Lec/1 Unit – Lab)
This course allows the student to apply advanced techniques in procedural programming to
solve computational problems adhering to the standards and guidelines of documentation. It
covers the creation, manipulation and application of user-defined data structures, recursion, and
file-handling techniques.
Discrete Structures – (3 Units)
This course introduces the foundations of discrete mathematics as they apply to computer
science. Topics include functions, relations and sets, basic logic, proof techniques, basics of
counting and introduction to digital logic and digital systems.
Computer Organization – (3 Units – 2 Units – Lec/1 Unit – Lab)
The course presents the various hardware structures (down to transistor level) that
compose a computer, their individual functions, how they interact with each other, how they can be
organized and controlled to perform the task assigned to the computer. How data is represented,
stored and manipulated is also covered.
Professional Ethics – (3 Units)
The course introduces ethics and ethical theories; provides discussions on the ethical
dilemmas and issues facing IT practitioners. An appreciation and discussion of the Code of Ethics
of I.T. Professionals; cyber crimes and appropriate Philippine Laws are also included.
Accounting Principles – (3 Units)
This course is an introduction to the fields of managerial and financial accounting, focusing
more on the latter. It is designed to equip Information Management students with knowledge and
skills on accounting processes, systems, concepts, principles, and applications in both a manual
and computer-based environment.
2. Operating Systems Applications – (3 Units)
This ,course provides an introduction to the concepts, theories and components that serve
as the bases for the design of classical and modern operating systems. Topics include process
and memory management, process synchronization and deadlocks.
Network Management - (3 Units – 2 Units – Lec/1 Unit – Lab)
This course introduces the concept of data communication and computer networking.
Detailed discussion is based on the 7-layers of the OSI reference models.
Systems Analysis and Design - (3 Units – 2 Units – Lec/1 Unit – Lab)
This course covers the different phases of systems development focusing on analysis and
design. Students will learn the rudiments of systems development through a feasibility study.
Software Engineering - (3 Units – 2 Units – Lec/1 Unit – Lab)
This course introduces the software engineering processes; its principles, techniques and
practices to produce quality software products.
Technopreneurship (Capstone Project) – (3 Units)
This course covers the principles and theories of technopreneurship. Students are expected
to develop and implement a feasible IT business plan.
Object-Oriented programming - (3 Units – 2 Units – Lec/1 Unit – Lab)
This course allows the student to learn and apply the basic language syntax and principles
of object-oriented programming to solve computational problems adhering to the standards and
guidelines of documentation.
Database Management System 1 - (3 Units – 2 Units – Lec/1 Unit – Lab)
The course covers discussion of database systems, the nature of the data, data
association, data semantics and data models. A specific DBMS will be used to implement data
models for use in business application programs.
Web Development - (3 Units – 2 Units – Lec/1 Unit – Lab)
This course covers various web design concepts and techniques that will allow students to
design, build and create effective, interactive and dynamic web applications.
Multimedia Systems - (3 Units – 2 Units – Lec/1 Unit – Lab)
This three (3) units course equips the IT student with the skills to develop interactive
multimedia applications which combine audio, video, text, animation, and still images that can de
delivered from CD-ROM to LAN, from Internet to the Intranet.