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International Joint Conference on computer Science and Software engineering (JCSSE)

作者： Nasith Laosen Kanjana Laosen Piyawat Sriprasert Department of Digital Technology Faculty of Science and Technology Phuket Rajabhat University Phuket Thailand Andaman Intelligent Tourism and Service Informatics Center College of Computing Prince of Songkla University Phuket Thailand Computer Engineering Institute of Engineering Suranaree University of Technology Nakhon Ratchasima Thailand

ISBN: (数字)9798350381764

ISBN: (纸本)9798350381771

ranong and Chumphon provinces in Thailand pos-sess significant tourism potential due to their natural beauty and archaeological heritage. However, tourism development in the region remains limited due to inadequate information infrastructure and limited technology integration. This research presents a chatbot designed to promote tourism in these locations. The chatbot leverages a graph database built using data from the University to Tambon (U2T) project. Functioning as a virtual travel companion, it provides information on tourist attractions, accommodations, and dining options. Advanced natural language processing and machine learning enable the chatbot to under-stand user inquiries and effectively retrieve relevant information. Evaluation demonstrates strong performance with an F1-score of 99.56 for intent classification and 99.96 for named entity recognition. Testing with user-designed test cases confirmed the chatbot's functionality.

关键词： Adaptation models Databases Training data Prototypes Machine learning Chatbots Data models

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Hybrid Heuristic Optimization of Deep Learning Models for Robust Plant Disease Detection

Hybrid Heuristic Optimization of Deep Learning Models for Ro...

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Emerging Smart Computing and informatics (ESCI), Conference on

作者： K. Ananthajothi Pravin R. Kshirsagar Tan Kuan Tak Kailash Kumar Department of Computer Science and Engineering Rajalakshmi Engineering College Chennai India Department of Electronics & Telecommunication Engineering J D College of Engineering & Management Nagpur India Electrical Power Engineering Programme Singapore Institute of Technology Singapore College of Computing and Informatics Saudi Electronic University Riyadh Kingdom of Saudi Arabia

ISBN: (数字)9798331515683

ISBN: (纸本)9798331515690

Plant diseases directly affect farm output by lowering grain, fruit, and vegetable quality, threatening global food security. Thus, farmers inspect plant leaves with their eyes. Plant leaf monitoring is unreliable and error-prone. A multitude of deep learning algorithms have been developed to detect plant leaf diseases; however, most rely on low-resolution photos utilizing convolutional neural nets (CNNs). This research seeks to create an improved nine-layer the CNN network model for the accurate classification of leaf-related illnesses. A contrast enhancement approach is used to pre-process plant leaf pictures. Following binary thresholding, the pre-processed pictures are separated into leaf images and abnormality segmented using the "Enhanced U-Net (EU-Net)" approach. A Multilevel Feature Fusion Network Convolutional Neural Network (MFFN-CNN) is employed to categorize illnesses of leaves based on segmented images. The "Hybrid Leader Cat Swarm Optimization(HLCSO)" method improves U-Net parameter optimization. The effectiveness of the leaf diagnostic model is demonstrated experimentally employing a variety of factors through the use of numerous baseline approaches.

关键词： Deep learning Plant diseases Image segmentation Computational modeling Neural networks Convolutional neural networks Particle swarm optimization informatics Optimization Monitoring

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Light Weight Cryptography for Cloud-Based E-Health Records 7

Light Weight Cryptography for Cloud-Based E-Health Records

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7th International Conference on Communication and Electronics Systems, ICCES 2022

作者： Mittal, Shikha Monga, Chetna Upreti, Kamal Kumar, Nishant raut, ranjana Dinkar Alam, Mohammad Shabbir Chitkara University Institute of Engineering and Technology Punjab India Dr. Akhilesh das Gupta Institute of Technology and Management Department of Computer Science and Engineering India Amity University Amity School of Business Uttar Pradesh Noida India Sant Gadge Baba Amravati University Department of Applied Electronics Maharashtra India Universiti Teknologi Malaysia Razak Faculty of Technology and Informatics Kuala Lumpur Malaysia

ISBN: (数字)9781665496346

ISBN: (纸本)9781665496346

Cloud computing is currently a popular research topic among academics. It is an internet-based resource pool with a wide range of resources. The cloud environment is extremely dependable in terms of making resources available to internet users when they are needed. Reliable computing services can be provided without the need for any additional infrastructure, making it a cost-effective alternative. The majority of the businesses relied on cloud computing to host their apps. The health-care unit service is the most important service for the population. It is critical to keep sensitive information about a patient's medical history in a secure location. As a result, the most secure encryption and decryption should be used. The maintenance of Electronic Health Records is one of the advanced technologies in cloud computing. There is very little research and development in the areas of personal health records and electronic health records. The ultimate goal of this work is to offer a system for exchanging personal health information in a safe cloud setting. The medical information about a patient is likewise kept in this EHR by cloud environment in a dispersed manner. The saved information of user can be collected, shared, exchanged, and organised by other users. In addition, this research study demonstrates an effective way for securing an e-health cloud system in a cloud computing environment utilising identity-based cryptographic technique. © 2022 IEEE.

关键词： Cryptography

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Investigation of DSR protocol performance in Wireless MANET using Correlation Method 1

Investigation of DSR protocol performance in Wireless MANET ...

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1st International Conference on Advances in Computational Science and engineering, ICACSE 2020

作者： rastogi, Umang Pattanaik, Balachandra Barani Sundaram, B. Mishra, Manish Kumar Thirumoorthy, Dhanabal Department of Computer Science and Engineering Meerut Institute of Engineering and Technology Meerut India Department of Electronics and Communication Engineering Bule Hora University Bule Hora Ethiopia Department of Computer Science Bule Hora University Bule Hora Ethiopia Department of Computer Science University of Gondar Ethiopia College of Informatics Bule Hora University Bule Hora Ethiopia

As we know already MANET means Mobile ad-hoc network that works made by two words Mobile and Ad-hoc Network collection of moving nodes shows mobile and kind of temporarily network which do not have any fixed point or centralised administration. Here assortment of nodes forms a *** can be adjust mobility to bandwidth in high or low level. In this paper, we evaluate performance of DSR protocol. In this unique design shows the results in terms of how protocol changes quickly according to nodes movement along with compare by correlation method. The result of this paper is coming after analysing of different behaviour of DSR can be applied in other new protocols that are using DSR framework. In this paper I showed results in term of break time, PDF, delay, throughput etc by simulation. These simulation results are applied on correlation method and finding out in which point DSR protocol parameters are performing good performance. In this result shows when pause time is increases along with no of nodes then correlation will be high. © Published under licence by IOP Publishing Ltd.

关键词： Correlation methods

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Measuring Size of Enterprise Applications: Using Data Transaction Points in the Field

SSRN

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SSRN 2022年

作者： Ömüral, Neslihan Küçükateş Demirörs, Onur Informatics Institute Middle East Technical University Ankara Turkey Computer Engineering Department Izmir Institute of Technology Izmir Turkey

ContextEnterprise Applications are complex, effort-intensive applications that include most of the business processes of the enterprises. They differ from traditional software applications by their high reuse rates. Effort predictions for these applications are usually performed in ad-hoc fashion and results in large variation. Prediction models utilizing traditional software size measures do not produce accurate results as *** this paper, we aim to evaluate a novel size measurement method for Enterprise *** developed a size measurement method considering unique characteristics of EA projects. This method measures "changes" where pre-built functionality is not sufficient for customer requirements. With the claim that the number of data groups executed for a transaction should be reflected in the size, we defined the size measurement unit, Data Transaction Point (DTP). We proposed to measure size of an EA project as DTP in three categories: "unchanged"," changed" and "new". In order to understand the applicability of the method in real life, we evaluated the accuracy of effort estimations using DTP for multiple *** size measurement method has been evaluated through two different SAP implementation projects. For assessing the effort estimation accuracy, MMRE, MdMRE and PRED (30) metrics were calculated. For the first project, results were "0.21", "0.17", "0.90" respectively, and for the second project, results were "0.24", "0.19", "0.78" respectively. These results showed that accuracy of effort estimations for both projects were in acceptable and reliable *** empirical study revealed that the proposed size measurement method is an applicable method for EA projects. With promising effort estimation results, this method can contribute to reducing project schedule and budget overruns. And it has a potential to be used in different situations like evolution and maintenance of software systems where sizing chan

关键词： Budget control

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A Web and Mobile Application to Identify the Availability of Drinking Water Information During a Water Crisis

A Web and Mobile Application to Identify the Availability of...

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2023 Intelligent Computing and Control for engineering and Business Systems, ICCEBS 2023

作者： razeeth, Suhail Shihara, Fathima Pavithra, Kasuni Kaliyamoorthy, Maran Nawaz, Samsudeen Sabraz Kariyapper, R.K.A.R. South Eastern University of Sri Lanka Dept. of Information and Communication Technology Sri Lanka Uva Wellassa University of Sri Lanka Dept. of Computer Science and Informatics Sri Lanka Sri Sai Ram Institute of Management Studies Sri Sai Ram Engineering College India South Eastern University of Sri Lanka Department of Management and Information Technology Sri Lanka

ISBN: (纸本)9798350394580

Sri Lanka faces drinking water related issues often due to many reasons like weather changes, floods, droughts, and tsunamis, affecting the drinking water availability. In such instances, people find difficult to gather information regarding consumable drinking water availability. In order to facilitate the meeting of commercial water sellers and customers and to engage the general public and social services in addressing the drinking water problem, this study is focused on building both web and mobile applications. The web application was implemented with a selected set of functionalities such as social login, social sharing, geocoding, reverse geocoding, viewing, and filtering posts using Angular 6, *** web framework, and Leaflet. The mobile application was developed to direct the customers to the water availability location with a shortest path using the Dijkstra's algorithm. Case evaluation was conducted with the Rotaract Club members in Badulla and thinking aloud method was used to pick up the user's ideas while interacting with the system. It can be concluded that the created web and mobile applications would offer the public a clever way to draw attention to an issue with water availability, and the commercial water service providers are given a venue to market their services and locate potential customers. © 2023 IEEE.

关键词： crowdsourcing GIS mobile application water availability web application

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Optimal Sizing of Security Constrained Unit Commitment Problem Integrated with Renewable Energy Sources and PEVs 15

Optimal Sizing of Security Constrained Unit Commitment Probl...

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15th International Conference on Electronics, computers and Artificial Intelligence, ECAI 2023

作者： Dhawale, Pravin G. Kumar, Vikram Bath, S.K. Verma, Chaman Simona raboaca, Maria Filote, Constantin Kumar, Deepak School of Electrical and Electronics Engineering Lovely Professional University Phagwara India University of Calgary Calgary Canada Maharaja Ranjit Singh Punjab Technical University Department of Electrical Engineering Bhatinda India Eötvös Loránd University Faculty of Informatics Department of Media and Educational Informatics Budapest Hungary National Research and Development Institute for Cryogenics and Isotopic Technologies Icsi Energy Department Ramnicu Valcea240050 Romania Stefan Cel Mare University of Suceava Universitatii Street Faculty of Electrical Engineering and Computer Science Suceava720229 Romania Apex Institute of Technology Chandigarh Univerity Punjab Mohali India

ISBN: (纸本)9798350321388

Optimal sizing of SCUCP with solar energy and PEVs is crucial for electric power system operation and planning. This paper presents a Chaotic Arithmetic Optimization Algorithm to minimize cost while optimizing the sizing of solar energy and PEV systems. The proposed framework integrates probabilistic forecasting models for solar power generation and realistic EV charging profiles based on travel patterns and infrastructure characteristics. It aims to find optimal sizes for Solar power plants and EV charging infrastructure, considering system demand, cost, emissions, and reliability. The Chaotic Arithmetic Optimization Algorithm efficiently solves the optimization problem by accounting for the complexities of SCUCP. The research evaluates the proposed approach using benchmark test systems of varying dimensions and power systems. The results enable informed decision-making by identifying optimal capacities for solar power plants and charging infrastructure, leading to improved system reliability, reduced emissions, and minimized costs. © 2023 IEEE.

关键词： Solar energy

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Corpus Design Challenges and Analysis of Acoustic Information for Automatic Dialect Classification 6

Corpus Design Challenges and Analysis of Acoustic Informatio...

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6th IEEE International Conference on Signal Processing, Computing and Control, ISPCC 2021

作者： Arora, Ashima Singh, Amitoj Kadyan, Virender Chitkara University Institute Of Engineering And Technology Punjab India Maharaja Ranjit Singh Punjab Technical University Department Of Computer Science And Engineering Punjab India University Of Petroleum And Energy Studies Department Of Informatics School Of Computer Science Uttarakhand Dehradun India

ISBN: (纸本)9781665425520

The primary challenge across the field of automatic speech communication relies upon the understanding of creation of such acoustic models that are capable of representing distinct differences throughout the spoken languages. The design of such systems is undoubtedly affected by the parameters such as an Individual's age, gender, speaking style, dialectal variability, recording environment etc. This work investigates on the various challenges faced during designing an enriching corpus and analyzing the dialectal variations by tracking the variance of different acoustic parameters such as pitch contour, formant frequency, and intensity for different toneme sounds. The article also makes an attempt to discuss the process and problem of tone assimilation (tone sandhi) in di/multi-syllable words of Punjabi language where the occurrence of more than one tone is being anticipated. The pitch variations of the input signal are performed using PraTT toolkit, to establish a relation between the pitch variations across the various tonemes. The model is further evaluated using the ANOVA test for the comparative classification of dialects based on acoustic features. The entire work is based upon the four dialects of Punjabi language;classified as the 10th most spoken language across the world, with over 105 million native speakers. © 2021 IEEE.

关键词： Speech communication

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Target-Oriented WiFi Sensing for Respiratory Healthcare: from Indiscriminate Perception to In-Area Sensing

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IEEE Network 2024年

作者： Wang, Meng Huang, Jinyang Zhang, Xiang Liu, Zhi Li, Meng Zhao, Peng Yan, Huan Sun, Xiao Dong, Mianxiong Hefei University of Technology Anhui Province Key Laboratory of Affective Computing and Advanced Intelligence Machine School of Computer and Information Hefei230601 China University of Science and Technology of China CAS Key Laboratory of Electromagnetic Space Information Hefei230026 China The University of Electro-Communications Department of Computer and Network Engineering Tokyo1828585 Japan Guizhou Normal University School of Big Data and Computer Science Guiyang550025 China Muroran Institute of Technology Department of Sciences and Informatics 0508585 Japan

Driven by the vision of integrated sensing and communication (ISAC) toward 6G technology, the WiFi-based respiration sensing approach has emerged as a highly competitive candidate for advanced healthcare services. Nevertheless, the indiscriminate perception of all the moving objects within the sensing area raises challenges for system stability and robustness for real-world deployment, especially for the susceptibility to motion interference from other people. Meanwhile, thanks to the emerging in-area wireless sensing technologies, i.e., beamforming, the dynamic environment tolerance of these technologies gives crucial opportunities for target-oriented WiFi-based healthcare services. This article discusses the compelling intersection of in-area WiFi sensing and the future of target-oriented intelligent respiratory healthcare network services. We first present a novel WiFi-based healthcare-assisting framework tailored for inter-user motion interference-tolerable (IMIT) sensing. The detailed components of low-level signal preprocessing, target-direction signal extraction, and healthcare-related services are discussed. By utilizing CSI beamforming technology, which adjusts a directional beam toward the desired direction and adaptively places beam nulls in noisy directions, we can mitigate motion interference and achieve target-oriented healthcare sensing. Finally, we discuss open challenges and potential solutions for target-oriented WiFi healthcare sensing. © 1986-2012 IEEE.

关键词： Wireless local area networks (WLAN)

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ZHLS Security Enhancement by integrating SHA256, AES, DH in MANETS 1

ZHLS Security Enhancement by integrating SHA256, AES, DH in ...

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1st International Conference on Advances in Computational Science and engineering, ICACSE 2020

作者： Barani Sundaram, B. Mishra, Manish Kumar Thirumoorthy, Dhanabal rastogi, Umang Pattanaik, Balachandra Department of Computer Sciences Bule Hora University BuleHora Ethiopia Department of Computer Sciences University of Gondar Ethiopia College of Informatics Bule Hora University Bule Hora Ethiopia Department of Computer Science and Engineering Meerut Institute of Engineering and Technology Meerut India Department of Electronics and Communication Engineering Bule Hora University Bule Hora Ethiopia

In this century fast growing and progressive change of technology, Mobile Ad hoc Network (MANET) which is a no centralized structure plays great role. The routing protocol in this network is objective to deliver efficient route since sender to receiver. One of the hybrid routing protocols example is Zone Based Hierarchical Link State Routing Protocol (ZHLS) that is can't allowable huge amount of inside attacks which arise from malevolent nodes. The third party in the routing system may drop the data, as well as disturbs the progression of the routing. To resolve this difficult, ZHLS Security is enhanced by integrating SHA256, AES, DH in MANETS. Security to routing protocols in MANETS is incorporated with different traditional Security mechanisms. My idea behind this thesis is to use integrated security ZHLS protocol by integrating Advanced Encryption Standard (AES) as well as secure hash algorithms to provide the data security. Also, it is, Deffi-Hellman to preserve privacy among the data transmission nodes. In the proposed method, AES is applied to symbol, also authentication to provide the confidentiality of the message in the routing system. This work will be simulated on NS2 environment and it may highly improve the security of data transmission among wireless mobile nodes. © Published under licence by IOP Publishing Ltd.

关键词： Sensor nodes

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