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FORMING OF LEARNING SET FOR NEURAL NETWORKS ...
By: Yuriy Ivaskiv, Victor Levchenko
(3501 reads)
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(1.00/10)
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Abstract: questions of forming of learning sets for artificial neural networks in problems of lossless data
compression are considered. Methods of construction and use of learning sets are studied. The way of forming of
learning set during training an artificial neural network on the data stream is offered.
Keywords: neural network; modeling of data sources; learning set.
ACM Classification Keywords: C.1.3 Other Architecture Styles – Neural Nets. D.4.8 Performance – Modeling
and predictions. E.4 Coding and Information Theory – Data compaction and compression.
Link:
FORMING OF LEARNING SET FOR NEURAL NETWORKS IN PROBLEMS OF
LOSSLESS DATA COMPRESSION
Yuriy Ivaskiv, Victor Levchenko
http://www.foibg.com/ijita/vol15/ijita15-1-p04.pdf
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APLICATIONS OF NEURAL NETWORKS TO FIND THE IMPACT ...
By: Castellanos et al.
(3337 reads)
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(1.00/10)
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Abstract: Grape juice composition during the different stages of berry growth was compared. The analytical data
collected were used to investigate the relationships between some of the different components studied in these
berries during the ripening period.
Our goal is to study, with neural networks, the impact of water availability on Vitis vinifera L. cv. Tempranillo grape
yields and juice composition over a three-year period.
Keywords: Clustering, Grapes, Neural networks, Organic acids, Sugars, Vitis vinifera.
ACM Classification Keywords: C.1. Processor Architectures , I.5.2 Design Methodology
Link:
APLICATIONS OF NEURAL NETWORKS TO FIND THE IMPACT OF WATER IN
DIFFERENT BERRY COMPONENTS IN GRAPES
Angel Castellanos, Marita Esteban, Ana Martinez, Valentin Palencia
http://www.foibg.com/ijitk/ijitk-vol02/ijitk02-4-p08.pdf
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SYNTHESIS METHODS OF MULTIPLE-VALUED STRUCTURES ...
By: Bondarenko et al.
(3658 reads)
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(1.00/10)
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Abstract: The basic construction concepts of many-valued intellectual systems, which are adequate to primal
problems of person activity and using hybrid tools with many-valued of coding are considered. The many-valued
intellectual systems being two-place, but simulating neuron processes of space toting which are different on a
level of actions, inertial and threshold of properties of neurons diaphragms, and also modification of frequency of
following of the transmitted messages are created. All enumerated properties and functions in point of fact are
essential not only are discrete on time, but also many-valued.
Keywords: intelligent system, hybrid logic, multiple-valued logic, multi-state element.
ACM Classification Keywords: C.0 Computer Systems Organization: System architectures
Link:
SYNTHESIS METHODS OF MULTIPLE-VALUED STRUCTURES
OF LANGUAGE SYSTEMS
Mikhail Bondarenko, Grigorij Chetverikov, Alexandr Karpukhin,
Svetlana Roshka, Zhanna Deyneko
http://www.foibg.com/ijita/vol12/ijita12-3-p07.pdf
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E-LEARNING
By: Khaled Batiha, Safwan Al Salaimeh
(4642 reads)
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(1.00/10)
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Abstract: E-learning means learning via electronic means and is therefore an all-embracing term covering
learning via an electronic device. The "expectations" and "realities" for each of the delivery mechanisms within the
electronic arena vary greatly for not just the learners themselves, but also the site providers. Because of this,
each of these learning systems has vastly different design principles, which is not always understood by those
unfamiliar with technology. What is appropriate for a CD-ROM off-line system is generally inappropriate for an online
internet system. So when designing an e-learning system it is important to understand how the information is
to be accessed by the learner. This paper will identify and suggest some ways to avoid e-learning's pitfalls and
reap its rewards.
Keywords: e-learning's, organization, computer literacy, evaluation, learning module.
ACM Classification Keywords: C. Computer systems organization, C.2 Computer communication networks,
K.3.2 Learning
Link:
E-LEARNING
Khaled Batiha, Safwan Al Salaimeh
http://www.foibg.com/ijitk/ijitk-vol01/ijitk01-1-p14.pdf
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THE COMPUTER SYSTEM FOR THE ESTIMATION OF THE REALIZABILITY ...
By: Boris Fedunov, Denis Vidruk
(3248 reads)
Rating:
(1.00/10)
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Abstract. When designing specification on-board algorithm (the algorithm, realized on on-board digital computing
machine, and algorithm to activity of the crew necessary to conduct the estimation their realizing. Presented
computer system allows in interactive mode with user to value the temporary expenseses of the operator on
processes decision making and their realizing, participations it in process of the spying.
Key words: the algorithms to activity of the crew, designing algorithm, realizing estimation.
ACM Classification Keywords: B.8.2 Performance Analysis and Design Aids; D.2.2 Computer-aided software
engineering.
Link:
THE COMPUTER SYSTEM FOR THE ESTIMATION OF THE REALIZABILITY
OF THE CREW ACTIVITY ALGORITHMS
Boris Fedunov, Denis Vidruk
http://www.foibg.com/ijita/vol14/ijita14-2-p14.pdf
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IMAGE SENSORS IN SECURITY AND MEDICAL APPLICATIONS ...
By: Artyomov et al.
(3659 reads)
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(1.00/10)
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Abstract: This paper briefly reviews CMOS image sensor technology and its utilization in security and medical
applications. The role and future trends of image sensors in each of the applications are discussed. To provide
the reader deeper understanding of the technology aspects the paper concentrates on the selected applications
such as surveillance, biometrics, capsule endoscopy and artificial retina. The reasons for concentrating on these
applications are due to their importance in our daily life and because they present leading-edge applications for
imaging systems research and development. In addition, review of image sensors implementation in these
applications allows the reader to investigate image sensor technology from the technical and from other views
as well.
Keywords: CMOS image sensors, low-power, security applications, medical applications.
ACM Classification Keywords: B.8.1.i Hardware - Integrated Circuits - Types and Design Styles – VLSI
Link:
IMAGE SENSORS IN SECURITY AND MEDICAL APPLICATIONS
Evgeny Artyomov, Alexander Fish, Orly Yadid-Pecht?
http://www.foibg.com/ijita/vol14/ijita14-2-p02.pdf
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THE INFORMATION-ANALYTICAL SYSTEM FOR DIAGNOSTICS ...
By: Ilya Prokoshev, Vyacheslav Suminov
(3481 reads)
Rating:
(1.00/10)
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Abstract: The operation of technical processes requires increasingly advanced supervision and fault diagnostics
to improve reliability and safety. This paper gives an introduction to the field of fault detection and diagnostics and
has short methods classification. Growth of complexity and functional importance of inertial navigation systems
leads to high losses at the equipment refusals. The paper is devoted to the INS diagnostics system development,
allowing identifying the cause of malfunction. The practical realization of this system concerns a software
package, performing a set of multidimensional information analysis. The project consists of three parts:
subsystem for analyzing, subsystem for data collection and universal interface for open architecture realization.
For a diagnostics improving in small analyzing samples new approaches based on pattern recognition algorithms
voting and taking into account correlations between target and input parameters will be applied. The system now
is at the development stage.
Keywords: technical diagnostics, fault detection, inertial navigation system, navigation, aircraft units, supervision,
monitoring, fault diagnostics, diagnostic reasoning
ACM Classification Keywords: B.8.1 Reliability, Testing, and Fault-Tolerance?; J.2 Computer Applications:
Physical Sciences and Engineering: Aerospace
Link:
THE INFORMATION-ANALYTICAL SYSTEM FOR DIAGNOSTICS
OF AIRCRAFT NAVIGATION UNITS
Ilya Prokoshev, Vyacheslav Suminov
http://www.foibg.com/ijita/vol13/ijita13-2-p04.pdf
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PARAMETRIC IDENTIFICATION AND DIAGNOSIS OF INTEGRATED ...
By: Ilya Prokoshev, Alexander Chernodarov
(3623 reads)
Rating:
(1.00/10)
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Abstract: Growth of complexity and functional importance of integrated navigation systems (INS) leads to high
losses at the equipment refusals. The paper is devoted to the INS diagnosis system development, allowing
identifying the cause of malfunction. The proposed solutions permit taking into account any changes in sensors
dynamic and accuracy characteristics by means of the appropriate error models coefficients. Under actual
conditions of INS operation, the determination of current values of the sensor models and estimation filter
parameters rely on identification procedures. The results of full-scale experiments are given, which corroborate
the expediency of INS error models parametric identification in bench test process.
Keywords: fault detection, integrated navigation systems, state control, sensors, model of errors, parametric
identification, supervision, monitoring, fault diagnosis, diagnostic reasoning
ACM Classification Keywords: B.8.1 Reliability, Testing, and Fault-Tolerance?; J.2 Computer Applications:
Physical Sciences and Engineering: Aerospace
Link:
PARAMETRIC IDENTIFICATION AND DIAGNOSIS OF INTEGRATED NAVIGATION
SYSTEMS IN BENCH TEST PROCESS
Ilya Prokoshev, Alexander Chernodarov
http://www.foibg.com/ijita/vol15/ijita15-3-p12.pdf
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LOW-POWER TRACKING IMAGE SENSOR BASED ON BIOLOGICAL ...
By: Fish et al.
(3252 reads)
Rating:
(1.00/10)
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Abstract: This paper presents implementation of a low-power tracking CMOS image sensor based on biological
models of attention. The presented imager allows tracking of up to N salient targets in the field of view. Employing
"smart" image sensor architecture, where all image processing is implemented on the sensor focal plane, the
proposed imager allows reduction of the amount of data transmitted from the sensor array to external processing
units and thus provides real time operation. The imager operation and architecture are based on the models
taken from biological systems, where data sensed by many millions of receptors should be transmitted and
processed in real time. The imager architecture is optimized to achieve low-power dissipation both in acquisition
and tracking modes of operation. The tracking concept is presented, the system architecture is shown and the
circuits description is discussed.
Keywords: Low-power image sensors, image processing, tracking imager, models of attention, CMOS sensors
ACM Classification Keywords: B.7.0 Integrated circuits: General, I.4.8 Image processing and computer vision:
scene analysis: tracking
Link:
LOW-POWER TRACKING IMAGE SENSOR BASED ON BIOLOGICAL
MODELS OF ATTENTION
Alexander Fish, Liby Sudakov-Boreysha?, Orly Yadid-Pecht?
http://www.foibg.com/ijita/vol14/ijita14-2-p01.pdf
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BOTTLENECK PROBLEM SOLUTION USING BIOLOGICAL ...
By: Alexander Fish, Orly Yadid-Pecht
(3403 reads)
Rating:
(1.00/10)
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Abstract: Every high resolution imaging system suffers from the bottleneck problem. This problem relates to the
huge amount of data transmission from the sensor array to a digital signal processing (DSP) and to bottleneck in
performance, caused by the requirement to process a large amount of information in parallel. The same problem
exists in biological vision systems, where the information, sensed by many millions of receptors should be
transmitted and processed in real time. Models, describing the bottleneck problem solutions in biological systems
fall in the field of visual attention. This paper presents the bottleneck problem existing in imagers used for real
time salient target tracking and proposes a simple solution by employing models of attention, found in biological
systems. The bottleneck problem in imaging systems is presented, the existing models of visual attention are
discussed and the architecture of the proposed imager is shown.
Keywords: Bottleneck problem, image processing, tracking imager, models of attention
ACM Classification Keywords: B.7.0 Integrated circuits: General, I.4.8 Image processing and computer vision:
scene analysis: tracking
Link:
BOTTLENECK PROBLEM SOLUTION USING BIOLOGICAL MODELS OF
ATTENTION IN HIGH RESOLUTION TRACKING SENSORS
Alexander Fish, Orly Yadid-Pecht?
http://www.foibg.com/ijita/vol12/ijita12-1-p04.pdf
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SIMULATION-BASED APPROACH TO VERIFICATION OF ...
By: Liudmila Cheremisinova, Dmitry Novikov
(3687 reads)
Rating:
(1.00/10)
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Abstract: A verification task of proving the equivalence of two descriptions of the same device is examined for
the case, when one of the descriptions is partially defined. In this case, the verification task is reduced to
checking out whether logical descriptions are equivalent on the domain of the incompletely defined one.
Simulation-based approach to solving this task for different vector forms of description representations is
proposed. Fast Boolean computations over Boolean and ternary vectors having big sizes underlie the offered
methods.
Keywords: design automation, verification, Boolean computations, simulation.
ACM Classification Keywords: B.6.2 Logic Design: Reliability and Testing; G.4 Mathematical Software:
Verification; I.6.8 Simulation and Modeling: Types of Simulation – Parallel
Link:
SIMULATION-BASED APPROACH TO VERIFICATION OF
LOGICAL DESCRIPTIONS WITH FUNCTIONAL INDETERMINACY
Liudmila Cheremisinova, Dmitry Novikov
http://www.foibg.com/ijita/vol15/ijita15-3-p03.pdf
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GENERALIZATION BY COMPUTATION THROUGH MEMORY
By: Petro Gopych
(3365 reads)
Rating:
(1.00/10)
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Abstract: Usually, generalization is considered as a function of learning from a set of examples. In present work
on the basis of recent neural network assembly memory model (NNAMM), a biologically plausible 'grandmother'
model for vision, where each separate memory unit itself can generalize, has been proposed. For such a
generalization by computation through memory, analytical formulae and numerical procedure are found to
calculate exactly the perfectly learned memory unit's generalization ability. The model's memory has complex
hierarchical structure, can be learned from one example by a one-step process, and may be considered as a
semi-representational one. A simple binary neural network for bell-shaped tuning is described.
Keywords: generalization, 'grandmother' model for vision, neural network assembly memory model, one-step
learning, learning from one example, neuron receptive field, bell-shaped tuning, semi-representation.
ACM Classification Keywords: Memory structures (B.3), associative memories; reliability, testing, and faulttolerance
(B.8.1); learning (I.2.6), connectionism and neural nets; vision and scene understanding (I.2.10),
representations, data structures, and transforms; image representation (I.4.10), hierarchical.
Link:
GENERALIZATION BY COMPUTATION THROUGH MEMORY
Petro Gopych
http://www.foibg.com/ijita/vol13/ijita13-2-p07.pdf
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COMPRESSION TECHNOLOGIES OF GRAPHIC INFORMATION
By: Nikolay Fesenko
(3743 reads)
Rating:
(1.00/10)
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Abstract: The classification of types of information redundancy in symbolic and graphical forms representation of
information is done. The general classification of compression technologies for graphical information is presented
as well. The principles of design, tasks and variants for realizations of semantic compression technology of
graphical information are suggested.
Keyword: semantics, abundance, compression, graphical information, decompression, classification, ontology.
ACM Classification Keywords: A.1. Introductory and Survey; I.2. Artificial Intelligence; I.2.7 Natural Language
Processing - Text analysis;
Link:
COMPRESSION TECHNOLOGIES OF GRAPHIC INFORMATION
Nikolay Fesenko
http://www.foibg.com/ijita/vol14/ijita14-3-p08.pdf
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BASIC STRUCTURE OF THE GENERAL INFORMATION THEORY
By: Markov et al.
(3949 reads)
Rating:
(1.00/10)
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Abstract: The basic structure of the General Information Theory (GIT) is presented in the paper. The main
divisions of the GIT are outlined. Some new results are pointed.
Keywords: General Information Theory.
ACM Classification Keywords: A.1 Introductory and Survey
Link:
BASIC STRUCTURE OF THE GENERAL INFORMATION THEORY
Krassimir Markov, Krassimira Ivanova, Ilia Mitov
http://www.foibg.com/ijita/vol14/ijita14-1-p01.pdf
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CULTURE ASPECTS OF INFORACTION
By: Markov et al.
(3814 reads)
Rating:
(1.00/10)
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Abstract: The adequate attitude to the information models and information objects in the culture context is one of
the main problems to be investigated on the threshold of information society. The goal of this paper is to outline
some problems connected with the main styles of perceiving of the mental and artificially generated information
models stored in the information objects and used in the processes of the Information Interaction or simply – in
the Inforaction. The culture influence on inforaction is discussed.
Keywords: General Information Theory, Inforaction, Information Models, Artificial Information Models
ACM Keywords: A.1 Introductory and Survey
Link:
CULTURE ASPECTS OF INFORACTION
Krassimir Markov, Stoyan Poryazov, Krassimira Ivanova, Ilia Mitov, Vera Markova
http://www.foibg.com/ijitk/ijitk-vol02/ijitk02-4-p06.pdf
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