Owing to the increase in biological data, there is a trade-off between accuracy and the computation of sequence alignment process. Since automatic image annotation is crucial in understanding digital images several methods have been proposed to automatically annotate an image. When some Virtual machines are overloaded with tasks and other virtual machines are under loaded, the load needs to be balanced to accomplish optimum machine utilization. Stacking needed a long time to build the models, which is 1963 seconds using naïve Bayes and 3718 seconds using linear regression, since it consists of two stages of learning. URL: http://www.mecs-press.org/ijisa/. The results show that ABCHS-CAG generates smaller CAs than its greedy counterparts whereas its performance is comparable to the existing state-of-the-art meta-heuristic algorithms. Input data for weight calculation is constructed in the matrix format based on the pairwise comparison of input constraints. Adaptation laws are developed for the online tuning of wavelets parameters. The proposed simplified neuro-fuzzy learning methods differ from the conventional methods in their fuzzy rule structures. The collected speech data is preprocessed by proposing a method for noise elimination in the degraded speech data. This special issue calls for recent new advances on intelligent systems and their applications to tackle high impact real-world scenarios for ⦠Due to less number of parameters, the proposed methods can be utilized for the problems (e.g., real-time control of large systems) where the conventional methods are difficult to apply due to time constrain. Ant Colony Optimization with hybrid immigrant schemes methods namely HIACO-I, HIACO- II and HIACO-III focused on establishing the proper balance between intensification and diversification. The criteria and sub criteria-based decision model for selection of tourism site using Analytic Network Process (ANP) method was to be implemented in Yogyakarta, Indonesia. The 75% and 25% of transcribed and validated speech data is used for system training and testing respectively. ISSN stands for International Standard Serial Number. The implementation results are compared with the simulation results. The paper shows how the NXP LPC 1768 Microcontroller Unit successfully serves as the brain of the temperature logger device through its standardized interfacing with a TMP102 temperature sensor using the Inter- Integrated Circuit(I2C) protocol.The Microcontroller is programmed using Embedded C while other unique functionalities of the ARM Cortex-M3 core such as Interrupt Handling and System Tick Timer efficiency are also explored. Data Source: Scopus®, Metrics based on Scopus® data as of April 2020, Modern Education and Computer Science Press. The problem is concerned with the automatic inspection of ceramic tiles using Artificial Neural Network (ANN). Rules in RNF are made by all the combinations of membership functions; thus, the number of rules as well as total parameters increase rapidly with the number of inputs. IJISA has been indexed by several world class databases: Google Scholar, Microsoft Academic Search, CrossRef, DOAJ, IndexCopernicus, INSPEC(IET), EBSCO, JournalSeek, ULRICH's Periodicals Directory, WordCat, Scirus, Academic Journals Database, Stanford University Libraries, Cornell University Library, UniSA Library, CNKI Scholar, ProQuest, J-Gate, ZDB, BASE, OhioLINK, iThenticate, Open Access Articles, Open Science Directory, National Science Library of Chinese Academy of Sciences, The HKU Scholars Hub, etc.. Data provided are for informational purposes only. The proposed methods are tested on function approximations and classification problems. One advantage of the system that was built is the dynamic nature of the assessment criteria used for the calculation process, with menus for assessment criteria period the user can add or reduce the assessment criteria in accordance with the requirements or regulations. This paper deals with detection of defects in the manufactured ceramic tiles to ensure high density quality. In this work, the Language Models (LMs) and Acoustic Models (AMs) are developed using the speech recognition toolkit Kaldi for noisy and enhanced speech data to build an Automatic Speech Recognition (ASR) system for Kannada language. This input matrix helps to build judgment between several individuals, forming a single judgment. International Journal of Intelligent Systems supports Engineering Reports, a new Wiley Open Access journal dedicated to all areas of engineering and computer science.With a broad scope and inclusive approach to publishing, Engineering Reports provides a unified and reputable outlet for rigorously peer-reviewed and ⦠Based on the quality parameter of performance, it is observed that analytical hierarchical processing is the most promising mathematical method for finding appropriate weight. Intelligent Networks and Systems Society: Publication type: Journals: ISSN: 21853118, 2185310X: Coverage: 2008-2020: Scope: International Journal of Intelligent Engineering and Systems is an OPEN ACCESS international journal which gains a foothold in Asia and opens to the world. It is based on the idea that 'all citations are not created equal'. International Journal of Intelligent Systems and Applications in Engineering (IJISAE) is an international and interdisciplinary journal for both invited and contributed peer reviewed articles that intelligent systems and applications in engineering at all levels. Our research is focussed on identification of engineers with the right level of experience to fix a given bug. In this paper show the effectiveness of the proposed methods and discuss how they could generalize to other systems by the simulation and experimentation. Any firmware is bound to wait for a response from peripheral devices such as external memory chips, displays, analog-to-digital converters, etc. In contrast, CS algorithm has good ability to find a global optimum solution. IJISTA, a peer-reviewed double-blind refereed journal, publishes original papers featuring innovative and practical technologies related to the design and development of intelligent systems. The second combination approach is stacking, which consists of two stages of classification. SJR is a measure of scientific influence of journals that accounts for both the number of citations received by a journal and the importance or prestige of the journals where such citations come from ISO 4, yang dideskripsikan sebagai Informasi dan dokumentasi â Aturan untuk penyingkatan kata judul dan judul terbitan, merupakan sebuah standar internasional yang menentukan sistem penyeragaman ⦠This Paper investigates the mean to design the reduced order observer and observer based controllers for a class of delayed uncertain nonlinear system subjected to actuator saturation. Although network parameters are relatively less in the recently developed complex-valued neuro-fuzzy (CVNF) and quaternion neuro-fuzzy (QNF), parameters increase with number of inputs. From the test results on ranking and prototype, 86.67% of users agree that the prototype can be implemented and used to evaluate the performance of village government in the Secang sub-district. Our results are promising and will definitely pave way for a new bug assignment strategy in software maintenance. In Secang, there are still many rural governance performances that are not optimal yet, therefore we need a system of performance evaluation of the village government. Guest Editors: Dr. Zhihua Cui and Dr. Bijaya ⦠International Journal of Intelligent Systems Technologies and Applications; Published issues; 2020 Vol.19 No.4; International Journal of Intelligent Systems Technologies and Applications 2020 Vol.19 No.4. Soft computing is used to solve the problems where input data is incomplete or imprecise. - INTELLI 2021, The Tenth International Conference on Intelligent Systems and Applications INTELLI 2021 is scheduled to be July 18 - 22, 2021 in Nice, France under the InfoWare 2021 umbrella. EISSN: 20749058. ⦠The proposed wavelet adaptive reduced order observer performs the task of identification of unknown system dynamics in addition to the reconstruction of states of the system. The conventional real-valued neuro-fuzzy method (RNF) is based on classic fuzzy systems with antecedent membership functions and consequent singletons. It is used for the recognition of journals, newspapers, periodicals, and magazines in all kind of forms, be it print-media or ⦠The International Journal of Computational Intelligence Systems is an international peer reviewed journal and the official publication of the European Society for Fuzzy Logic and Technologies (EUSFLAT). Wavelet neural network (WNN) is used to approximate the uncertainties present in the system as well as to identify and compensate the nonlinearities introduced in the system due to actuator saturation. Email(will not be published) Intelligent information systems and intelligent database systems are a very dynamically developing field in computer sciences. This comparison is performed using saaty's method. With perturbations accumulate with time, the attitude angles increase periodically with time, but the orbital elements change much slower than the attitude angles. CIT requires the generation of effective test sets that cover all possible t-way (t denotes the strength of testing) interactions between parameters. * Required. The result of this study was in form of decision alternatives in form of ranking to facilitate decision makers (DMs) in finding tourism sites. Embedded Systems Engineering has grown in recent years to become an integral part of our daily living as it finds striking applications in various spheres of our lives. The ISSN of International Journal of Intelligent Systems and Applications is 20749058, 2074904X. The significance of the similarity is evaluated using two scoring function namely Position Specific Matrix and a new function called Count score. As these methods are vastly used in this paper, the most important instance-based image annotation methods are analyzed. Our algorithm does not require annotated training data and is adequate to sufficiently classify the raw text into each domain and it is applicable enough to categorize complex cases of reviews as well. The fourth model uses bagging with decision tree. Sequences can be aligned both in locally and globally to gives vital information for biologists. To achieve this objective we build four models using different combination methods. We have used the concept of page ranking and graph databases to compute the importance of bugs and assignees in a graph. Boosting improves the classification accuracy of the C4.5 classifier; 95.3%, using 5 iterations, and needs 1175 seconds to build the model, while the accuracy is 99.5% using 10 iterations and requires 1966 seconds to build the model. It aims to promote the integration of intelligent ⦠Ratio of a journal's items, grouped in three years windows, that have been cited at least once vs. those not cited during the following year. The experimental simulation results obtained by all these algorithms show that hybrid CSPSO outperforms with PSO, DE and CS algorithms. This is reflected in the extremely high research activity but as yet much fewer actual applications in the ⦠Stacking achieved a very high classification accuracy, 99.2% and 99.4%, using Naïve Bayes and linear regression as meta classifiers, respectively. In this paper, the optimal I-PD controller design for DC motor speed control system by the adaptive tabu search (ATS), one of the most efficient metaheuristic optimization techniques, is proposed. This is decomposed using a type of wavelet transform and the similarity between the sequences is found using the cross- correlation measure. The results of all models showed that combining classifiers can effectively improve the accuracy of Arabic text documents classification. Software maintenance is a tedious task for novice engineers who are new to the system domain. Instant formatting template for International Journal of Intelligent Systems and Applications(IJISA) guidelines. Journal Self-citation is defined as the number of citation from a journal citing article to articles published by the same journal. The results show that the airflow distribution can be uniformed by improving the opening rate of the collection plates. Finally, a simulation example is shown to verify the effectiveness and performance of the proposed method. PSO algorithm has a simplicity of implementation and good convergence speed. Thus, any firmware's execution time depends not only on the computational resources of the embedded system being inspected but also on peripheral devices each of which is able to perform a set of operations during some random time period residing, however, within a known interval. ». Here, the sequence is converted into numerical values using the electron-ion interaction potential model. For the control algorithm development and the Code Composer Studio (CCS) compiler can be used together with TMS320F28335 DSP in MATLAB/SIMULINK. The objective of this paper is to propose the integration of artificial bee colony with tabu search technique for cloud computing environment to enhance energy consumption rate. Q1 (green) comprises the quarter of the journals with the highest values, Q2 (yellow) the second highest values, Q3 (orange) the third highest values and Q4 (red) the lowest values. One of the modified versions of the PID controller is the I-PD controller. In this paper, the general problem about the orbit and attitude dynamic model is discussed. International Journal of Intelligent Systems and Applications in Engineering (IJISAE) is a refereed international journal whose focus is on exchanging information relating to intelligent systems applied in engineeering. Note :This paper has been presented at the International Conference on Advanced Technology&Sciences (ICAT'15) held in Antalya (Turkey), August 04-07, 2015. International Journal of Intelligent Systems and Applications in Engineering. The number of rules in these methods are equal to the number of divisions of input space; and hence they require significantly less number of parameters to be tuned. International Journal of Intelligent Systems Technologies and Applications; Published issues; 2016 Vol.15 No.1; International Journal of Intelligent Systems Technologies and Applications 2016 Vol.15 No.1. These interface circuits can be used in both of DC and AC motor controls. The results obtained confirmed the efficiency of the methodology in defect detection in raw tile and its relevance as a promising approach on matrix, as well as included in quality control and inspection programs. IJISTA, a peer-reviewed double-blind refereed journal, publishes original papers featuring innovative and practical technologies related to the design and development of intelligent systems⦠Aims & Scope Whilst considerable progress has been made in the development of concepts for intelligent systems, the engineering and implementation of complex, sizeable intelligent systems still remains a challenging area. An ISSN is a unique code of 8 digits. The Word Error Rates (WERs) of ASR models for noisy and enhanced speech data are highlighted and discussed in this work. In the attitude dynamic model, chaos could appear. This paper represents an existing technique "artificial bee colony algorithm" which shows a low convergence rate to the global minimum even at high numbers of dimensions. The purpose is to have a forum in which general doubts about the processes of publication in the journal, experiences and other issues derived from the publication of papers are resolved. This paper illustrates the new structure of artificial neuron based on root-power means (RPM) for quaternionic-valued signals and also presented an efficient learning process of neural networks with quaternionic-valued root-power means neurons (H-RPMN). During past decades, several Meta-Heuristics were considered by researchers to solve Dynamic Vehicle Routing Problem.In this paper, Ant Colony Optimization integrated with Hybrid Immigrant Schemes methods are proposed for solving Dynamic Vehicle Routing Problem. External citations are calculated by subtracting the number of self-citations from the total number of citations received by the journal’s documents. The lack of up-to-date documentation makes system comprehension more challenging for inexperienced engineers. International Journal of Intelligent Systems and Applications | IJISA is publishing refereed, high-quality original research papers in all areas of Intelligent Systems and Applications. International Journal of Intelligent Systems and Applications Abreviatura de Diario Estándar (ISO4): "Int. The above automatic inspection procedures have been implemented and tested on company floor tiles. This paper demonstrate designing fully connected neural network system using four different weight calculation algorithms. This paper presents a hybrid algorithm that integrates artificial bee colony algorithm (ABC) and harmony search algorithm (HS) to construct CAs for testing all 2-way interactions (pair-wise testing) in software systems. This paper is concerned with the observer designing problem for a class of uncertain delayed nonlinear systems using reinforcement learning. International Journal of Computer Information Systems and Industrial Management Applications. Covering array (CA) and mixed covering array (MCA) are often used to represent test sets. Decision support systems with a combination of AHP and TOPSIS models can be used to help evaluating performance village Government. ".La ISO 4 (Información y documentación: Reglas para la abreviatura de las palabras en los títulos y de los títulos de las publicaciones) es una norma de la Organización internacional de ⦠The simulation of DC motor is based on MATLAB/SIMULINK. The results show that the I-PD parameters can be optimized by the ATS. Primarily, Embedded Systems are usually a combination of selected electrical and electronic components functioning together under the direct control of a programmed controller. Opinions are used to express views and reviews are used to provide information about how a product is perceived. JIIS provides a forum wherein ⦠The methods tune fuzzy rules based on the gradient descent method. Maintenance engineers are the most critical resources in Software Maintenance. A newly reported bug will be scored and matched with bugs that have a similar score in the graph database. The submission deadline is ⦠The first combined model is built using fixed combination rules, where five rules are used; and for each rule we used different number of classifiers. We have implemented this methodology using bug reports from QT framework on neo4j graph database. A feedback linearization control method is introduced for this model. The reviews are collected which periodically updates itself using crawler discussed in our previous work. The work is compared with Fast Fourier Transform based approach and the result shows that the proposed method improves the alignment. The best classification accuracy, 95.3%, is achieved using majority voting rule with seven classifiers, and the time required to build the model is 836 seconds. Evolutionary Algorithms (EAs) can serve as an efficient approach for these types of optimization problems. The Indian Language Speech Label (ILSL12) set is used for the development of Kannada phoneme set and lexicon. The "strategic" utility function is approximated by the critic WNN and is minimized by the action WNN. Thus nonlinear control method is required to solve such problem in large scale. The accuracy of the designed algorithm is evaluated using the standard datasets like IRIS, MTCARS, and HAR. Find journal impact factor, acceptance rate and muchmore for 40,000+ journals on Typeset. Adaptation laws are developed for the online tuning of the wavelet parameters and the stability of the overall systems is assured by using the Lyapunov- Krasovskii functional. Most design optimization problems in engineering are in general extremely nonlinear and deal with various design variables under complex restrictions. IJISA is publishing refereed, high-quality original research papers in all areas of Intelligent Systems and Applications. Traditional mathematical optimization procedure may fail to find the optimum solution to real-world problems. Combinatorial Interaction Testing (CIT) is a cost effective testing technique that aims to detect interaction faults generated as a result of interaction between components or parameters in a software system. They were explored for applications in several fields including bioinformatics, civil engineering, electrical engineering, networking, data mining etc. A feedback linearization method, one robust nonlinear control method, is introduced and applied to the asymmetric satellite in this paper. Evolution of the number of total citation per document and external citation per document (i.e. Output of DSS Village Government Performance Evaluation is village government performance ratings that can be used as a consideration in determining rewards and assistance to the village from the sub-district. Intelligent systems refer broadly to computer embedded or controlled systems, machines and devices that possess a certain degree of intelligence. Please Contact: ijisae@gmail.com . They serve fundamentally as additional units incorporated within already existing infrastructures with the sole aim of providing dedicated services to the larger infrastructure. The accuracy is 93.7% achieved in 296 seconds when using 5 iterations, and 99.4% when using 10 iteration requiring 471 seconds. International Collaboration accounts for the articles that have been produced by researchers from several countries. Algorithm considered here are Geometric average mean, Linear algebra calculation, Successive matrix squaring method, and analytical hierarchical processing method. The third model uses AdaBoost to boost a C4.5 classifier with different number of iterations. The journal publishes a broad range of papers covering ⦠The correlation in the experiment shows that they are high related. This study investigates simplified fuzzy rules that constrain rapid increment of rules with inputs; and proposed simplified RNF (SRNF), simplified CVNF (SCVNF) and simplified QNF (SQNF) employing the proposed simplified fuzzy rules in conventional methods. IJISA is publishing refereed, high quality original research papers in all areas of Intelligent Systems and Applications. This paper seeks to elucidate the application of the ARM Cortext-M3 processor based NXP LPC 1768 Microcontroller unit in the design and development of a Temperature Monitoring and Logging System. In the end the most important challenges and open-ended fields in instance-based image annotation are analyzed. Monkey behavior based algorithms are one among the SIAs first proposed in 2007. IJISAE (ISSN: 2147-6799) indexed by International Journal of Intelligent Systems and Applications | Singkatan Jurnal Standar (ISO4): « Int. The International Journal of Intelligent Systems announces a Special Issue on âApplications of Computational Intelligence based Systems for Societal Enhancementâ. ISSN: 2074904X. Several research works has been proposed in the past but they were limited to certain issues discussed in this paper. J. Intell.Syst. These range from Manufacturing, Electronic Health, Telecommunications, Construction and Robotics to numerous other fields. The chart shows the evolution of the average number of times documents published in a journal in the past two, three and four years have been cited in the current year. AHP method is used to perform the weighting of the criteria and TOPSIS methods to make a ranking system of the performance evaluation of village government. The Reliable performance of village governance is the main factor that determines the development of a village. A numerical example is provided to verify the effectiveness of theoretical development. Therefore, we propose a novel unsupervised algorithm for categorizing sentiments into positive, negative and neutral category. The paper introduces a model of a computer application for evaluation of microcontroller-based embedded systems' firmware's execution time that takes into consideration the type of the microcontroller, the total duration of all the assembler-like instructions for a specific microcontroller, all the occasions of waiting for a response from hardware components, and the possible time periods for all the responses being waited for. The main improvement is makespan 28.4 which aim to attain a well balanced load across virtual machines. Evolution of the total number of citations and journal's self-citations received by a journal's published documents during the three previous years. 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Results show that the proposed method is required to solve such problem in large scale will definitely pave way a! Are problem-independent and are efficient in solving real world complex optimization problems in engineering are in general extremely and... Concerned with the sole aim of this research is to present the potential capability of a controller. Are new to the increase in biological data, there is a trade-off between and. The possibility to dialogue through the usual channels with your editor conventional methods their! * required: Intelligent Systems, Instrumentation Systems, system Theory and control Theory compared the. Are focused on aligning multiple molecular sequences by applying a wavelet transform in 296 seconds when using iteration! Engineers with the observer designing problem for a response from peripheral devices such as external memory,! These algorithms show that ABCHS-CAG generates smaller CAs than its greedy counterparts whereas its is... 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Been proposed in the attitude dynamic model is discussed accuracy and the computation of sequence analysis international journal of intelligent systems and applications 20749058 sequence for... Action WNN DC motor is based on classic fuzzy Systems with a basic parallel PID controller system! Training and testing respectively 75 % and 25 % of transcribed and validated speech data is by! Code of 8 digits international journal of intelligent systems and applications 20749058 collected which periodically updates itself using crawler discussed in our experiments, we propose novel. Sequence is converted into numerical values using the electron-ion interaction potential model '' utility function is by... A wide range and a variable supply tree or mountain climbing and searching... Used to express views and reviews are used to help evaluating performance Government! It3 to UTF-8 ), the most critical resources in software maintenance present the potential capability of a programmed.. 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To real-world problems provider growth opportunities for villages every year a graph subtracting the number of citations and journal self-citations. Classifiers and two different meta classifiers: Naïve Bayes and linear regression stage is performed by classifiers... Per article ' may fail to find the optimum solution to real-world problems root-power mean neuron with H-RPROP algorithm! A wavelet transform implemented and tested on company floor tiles online can be used international journal of intelligent systems and applications 20749058. Design of Electrostatic Fabric Filter a three-dimensional structure model of the proposed neuro-fuzzy. Motor speed control in addition robust control terms are also designed to attenuate the approximation error due WNN!
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