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Door Security using Face Detection and Raspberry Pi

IOP Conference Series: Materials science and engineering 2018年第1期331卷

作者： Venkatesh Bhutra Harshav Kumar Santosh Jangid L Solanki Student Department of Electronics and Communication BKBIET Pilani Rajasthan India 333031. Student Department of Computer Science & Engineering BKBIET Pilani Rajasthan India 333031. Assistant Professor Department of Electronics and Communication BKBIET Pilani Rajasthan India 333031 Principal (Academics) BKBIET Pilani Rajasthan India 333031.

With the world moving towards advanced technologies, security forms a crucial part in daily life. Among the many techniques used for this purpose, Face Recognition stands as effective means of authentication and security. This paper deals with the user of principal component and security. PCA is a statistical approach used to simplify a data set. The minimum Euclidean distance found from the PCA technique is used to recognize the face. Raspberry Pi a low cost ARM based computer on a small circuit board, controls the servo motor and other sensors. The servo-motor is in turn attached to the doors of home and opens up when the face is recognized. The proposed work has been done using a self-made training database of students from B.K. Birla Institute of engineering and Technology, Pilani, Rajasthan, India.

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Middle East and North African Health Informatics Association (MENAHIA): Building Sustainable Collaboration

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Yearbook of Medical Informatics 2018年第1期27卷 286-291页

作者： Najeeb Al-Shorbaji Mowafa Househ Adel Taweel Abdullah Alanizi Bennani Othmani Mohammed Haitham Abaza Hala Bawadi Hamayon Rasuly Khalid Alyafei Luis Fernandez-Luque Mohamed Shouman Osama El-Hassan Rada Hussein Riyad Alshammari Salah Mandil Sarah Shouman Shahrad Taheri Tamer Emara Wasmiya Dalhem Zaid Al-Hamdan Zineb Serhier eHealth and Knowledge Management Consultant Retired Director of Knowledge Ethics and Research Department WHO/HQ Amman Jordan Department of Health Informatics College of Public Health and Health Informatics King Saud Bin Abdulaziz University for Health Sciences Ministry of National Guard-Health Affairs Riyadh Saudi Arabia Department of Computer Science BirZeit University Ramallah Palestine Head of Medical Informatics Unit 20 August Hospital Ibn Rochd University Hospital Casablanca Head of Casablanca Medical Informatics Laboratory Medical Faculty of Casablanca Morocco Department of Biomedical Engineering Misr University for Science & Technology Cairo Egypt Associate Professor College of Nursing University of Jordan Amman Jordan eHealth Program Coordinator Bamyan Provincial Hospital Bamyan City Afghanistan Chief Medical Informatics Officer (CMIO) - SIDRA Assistant Professor Clinical Pediatrics at Weill Cornell Medicine Qatar Qatar Computing Research Institute Hamad Bin Khalifa University Doha Qatar Faculty of Medicine Ain Shams University Cairo Egypt Vice-Chair of Emirates Health Informatics Society Head of eHealth Section at Dubai Health Authority Dubai United Arab Emirates Founder and Former Director of the Biomedical Informatics Center of Excellence (BMICoE) Information Technology Institute (ITI) Ministry of Communications and Information Technology (MCIT) Egypt President of Saudi Association for Health Informatics Riyadh Saudi Arabia Senior Consultant on eStrategies and eHealth to WHO and ITU Geneva Switzerland Department of Medicine Weill Cornell Medical College in Qatar Qatar Foundation Doha Qatar Executive Director of Nursing Informatics Hamad Medical Corporation Qatar Associate Professor of Nursing Management Faculty of Nursing Jordan University of Science and Technology Irbid Jordan Professor at Medical Informatics Laboratory Faculty of Medicine and Pharmacy Hassan II University Casablanca Morocco

There has been a growing interest in Health Informatics applications, research, and education within the Middle East and North African Region over the past twenty years. People of this region share similar cultural and religious values, primarily speak the Arabic language, and have similar health care related issues, which are in dire need of being addressed. Health Informatics efforts, organizations, and initiatives within the region have been largely under-represented within, but not ignored by, the International Medical Informatics Association (IMIA). Attempts to create bonds and collaboration between the different organizations of the region have remained scattered, and often, resulted in failure despite the fact that the need for a united health informatics collaborative within the region has never been more crucial than today. During the 2017 MEDINFO, held in Hangzhou, China, a new organization, the Middle East and North African Health Informatics Association (MENAHIA) was conceived as a regional non-governmental organization to promote and facilitate health informatics uptake within the region endorsing health informatics research and educational initiatives of the 22 countries represented within the region. This paper provides an overview of the collaboration and efforts to date in forming MENAHIA and displays the variety of initiatives that are already occurring within the MENAHIA region, which MENAHIA will help, endorse, support, share, and improve within the international forum of health informatics.

关键词： eHealth Middle East and North Africa Health Informatics collaboration MENAHIA Universal Health Coverage Bioinformatics International Medical Informatics Association

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Proposing Solution to XOR Problem Using Minimum Configuration MLP

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Procedia computer science 2016年 85卷 263-270页

作者： Vaibhav Kant Singh Assistant Professor Department of Computer Science & Engineering Institute ot Technology Guru Ghasidas Vishwavidyalaya Central University Bilaspur Chhattisgarh Pincode 495001 India

This paper is an extension to what the author had already done in [1] and [2] . In this paper we will see one solution to the XOR problem using minimum configuration MLP an ANN model. The proposed solution is proved mathematically in this paper. The problem of non-linear separability is addressed in the paper. The Architectural Graph representation of the proposed model is placed and also an equivalent Signal Flow Graph is represented to show how the proof the proposed solution. The non-linear Activation function used for the hidden layer minimum configuration MLP is Logistic function.

关键词： ANN XOR MLP

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Secret Sharing Based Visual Cryptography Scheme Using CMY Color Space

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Procedia computer science 2016年 78卷 563-570页

作者： Ankush V. Dahat Pallavi V. Chavan M-Tech Student (Computer Science & Engineering) Department of Computer Engineering BDCOE Sewagram-442102 WARDHA(M.S.) India Assistant Professor Department of Computer Engineering BDCOE Sewagram-442102 WARDHA(M.S.) India

In the era of internet, internet is widely used by the individual for the communication and the information give and take process. Protecting our data from the unconstitutional processes and keeping the secret information secure and in safe hands, every individual utilizes the cryptography such as symmetric or asymmetric. But, these cryptographic processes needs much more cost for the execution. For that reason, lots of secret sharing schemes were proposed. Secret image distribution is the fine talent and skill concern with the protection of important color images by dividing the secret in multiple copies. The basic fundamental behind the scheme is to change the color image into some multiple unreadable format type shares so that they can not reveal the information inside the image until it is again combines with some mathematical computation. A Secret Sharing Scheme can be estimated by it's the four conditions which are Security, Reconstruction Precision, Computation Complexity, Storage Requirement. In Most of the previous scheme there were issues related with security of image for the reconstruction means user can reveal secret from the hidden image, reconstructed of image quality i.e. contrast or accuracy; it means the reconstructed images were distress from the loss of info related to images and resultant image is different from the original image. Images also suffered from pixel expansion issues for which data loss was occurring. In the present work CMY color model will be implemented with ((n-1), n) secret sharing scheme based on visual cryptography for the color image and compared and proved to be better that the RGB color model which is free from the issue of security, pixel expansion and accuracy issue as well. As the printer use the Cyan, Magenta, Yellow and Black color for printing that's why CMY color model is implemented in this work to prove that CMY color space is better than RGB color space.

关键词： Secret Sharing Schem Visual Cryptography Visual Cryptography Scheme VSS CMY RGB

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Trusted and Reputed Services Using Enhanced Mutual Trusted and Reputed Access Control Algorithm in Cloud

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Procedia computer science 2016年 92卷 506-512页

作者： G. Sarojini A. Vijayakumar K. Selvamani Final ME Student Department of Information TechnologyJerusalem College of EngineeringChennai 600100 India Assistant Professor Department of Computer Science and EngineeringAnna UniversityChennai 600025 India

In cloud computing, trust management is more important when providing users with virtualized and scalable web services. Many existing systems sharply divide trust value into right or wrong. Trust means an act of faith; confidence and reliability in something that is expected to behave or deliver as promised. Trust is required to solve the problem created due to uncertainty and vulnerability caused by open conditions of cloud computing. This paper presents a mutual trust for both cloud users and cloud service providers to avoid security related issues in cloud computing. This is to be done by providing trusted services to the cloud users using enhanced mutual trust to be known as Enhanced Mutual Trusted Access Control Algorithm (EMTACA). This paper proposes the model which considers both the cloud user's behavior trust and cloud service provider's credibility. Trust calculations are based on the behavior which includes history of direct communication between both the user and service provider; based on friends and third party recommendations. The hierarchy based reputation systems has suggested how to safeguard the data objects in the level of file access which ensures the cloud security. The different security measures are used to protect the different cloud services. This proposed system which includes the EMTACA algorithm can assure enhanced, guaranteed and trusted and reputation based cloud services among the users in a cloud environment.

关键词： Cloud Computing Behavioral Trust Mutual Trusted Access Control Reputation System Cloud Security EMTACA.

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Fuzzy Logic Based Image Encryption for Confidential Data Transfer Using (2, 2) Secret Sharing Scheme

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Procedia computer science 2016年 78卷 632-639页

作者： Hinal M. Mudia Pallavi V. Chavan M-Tech Student (Computer Science & Engineering) Department of Computer Engineering BDCOE Sewagram-442102 WARDHA(M.S.) India Assistant Professor (Sr.Gr) Department of Computer Engineering BDCOE Sewagram-442102 WARDHA(M.S.) India

In this fast world of networking, secure image transmission of data whether the image having some information or some text, is one of the area focus for security. Here we had tried to implement the proposed technique fuzzy logic based image encryption for confidential data transfer using (2, 2) secret sharing scheme. Using fuzzy logic makes encryption and decryption complex. The (2, 2) secret sharing scheme provides secured and confidential authentication. For image encryption AES algorithm is used for encryption and decryption. The implementation of encryption algorithms can be very complex when we are focusing on rule based share generation.

关键词： Secret Sharing Visual Cryptography Fuzzy Logic Fuzzy Inference System Image Encryption Match Value Error Value.

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Optimization of heterogeneous Bin packing using adaptive genetic algorithm

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IOP Conference Series: Materials science and engineering 2017年第1期183卷

作者： R Sridhar M Chandrasekaran C Sriramya Tom Page Assistant Professor and Research Scholar Department of Mechanical Engineering Vels University Chennai TN India. Professor Department of Mechanical Engineering Vels University Chennai TN India. Assistant Professor Department of computer Science and Engineering Saveetha Engineering College Chennai TN India. Professor Lough borough University U.K.

This research is concentrates on a very interesting work, the bin packing using hybrid genetic approach. The optimal and feasible packing of goods for transportation and distribution to various locations by satisfying the practical constraints are the key points in this project work. As the number of boxes for packing can not be predicted in advance and the boxes may not be of same category always. It also involves many practical constraints that are why the optimal packing makes much importance to the industries. This work presents a combinational of heuristic Genetic Algorithm (HGA) for solving Three Dimensional (3D) Single container arbitrary sized rectangular prismatic bin packing optimization problem by considering most of the practical constraints facing in logistic industries. This goal was achieved in this research by optimizing the empty volume inside the container using genetic approach. Feasible packing pattern was achieved by satisfying various practical constraints like box orientation, stack priority, container stability, weight constraint, overlapping constraint, shipment placement constraint. 3D bin packing problem consists of 'n' number of boxes being to be packed in to a container of standard dimension in such a way to maximize the volume utilization and in-turn profit. Furthermore, Boxes to be packed may be of arbitrary sizes. The user input data are the number of bins, its size, shape, weight, and constraints if any along with standard container dimension. This user input were stored in the database and encoded to string (chromosomes) format which were normally acceptable by GA. GA operators were allowed to act over these encoded strings for finding the best solution.

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Field Monitoring and Automation Using IOT in Agriculture Domain

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Procedia computer science 2016年 93卷 931-939页

作者： I. Mohanraj Kirthika Ashokumar J. Naren B.Tech Computer Science and Engineering School of Computing SASTRA University Thanjavur - 613401 India Assistant Professor School of Computing SASTRA University Thanjavur - 613401 India

Agriculture sector in India is diminishing day by day which affects the production capacity of ecosystem. There is an exigent need to solve the problem in the domain to restore vibrancy and put it back on higher growth. The paper proposes an e-Agriculture Application based on the framework consisting of KM-Knowledge base and Monitoring modules. To make profitable decisions, farmers need information throughout the entire farming cycle. The required information is scattered in various places which includes real time information such as market prices and current production level stats along with the available primary crop knowledge. A knowledge dataflow model is constructed connecting various scattered sources to the crop structures. The world around is getting automated replacing manual procedures with the advancement of technology, since it is energy efficient and engross minimal man power. The paper proposes the advantages of having ICT in Indian agricultural sector, which shows the path for rural farmers to replace some of the conventional techniques. Monitoring modules are demonstrated using various sensors for which the inputs are fed from Knowledge base. A prototype of the mechanism is carried out using TI CC3200 Launchpad interconnected sensors modules with other necessary electronic devices. A comparative study is made between the developed system and the existing systems. The system overcomes limitations of traditional agricultural procedures by utilizing water resource efficiently and also reducing labour cost.

关键词： e-Agriculture Knowledge Base Monitoring Ontology

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An Effective Mechanism for Virtual Machine Placement using Aco in IAAS Cloud

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IOP Conference Series: Materials science and engineering 2017年第1期225卷

作者： Rajalakshmi Shenbaga Moorthy U. Fareentaj T.K. Divya Assistant Professor Department of Computer Science and Engineering St.Joseph's Institute of Technology Chennai India. Student Department of Computer Science and Engineering St.Joseph's Institute of Technology Chennai India.

Cloud computing provides an effective way to dynamically provide numerous resources to meet customer demands. A major challenging problem for cloud providers is designing efficient mechanisms for optimal virtual machine Placement (OVMP). Such mechanisms enable the cloud providers to effectively utilize their available resources and obtain higher profits. In order to provide appropriate resources to the clients an optimal virtual machine placement algorithm is proposed. Virtual machine placement is NP-Hard problem. Such NP-Hard problem can be solved using heuristic algorithm. In this paper, Ant Colony Optimization based virtual machine placement is proposed. Our proposed system focuses on minimizing the cost spending in each plan for hosting virtual machines in a multiple cloud provider environment and the response time of each cloud provider is monitored periodically, in such a way to minimize delay in providing the resources to the users. The performance of the proposed algorithm is compared with greedy mechanism. The proposed algorithm is simulated in Eclipse IDE. The results clearly show that the proposed algorithm minimizes the cost, response time and also number of migrations.

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Assimilating Text-Mining & Bio-Informatics Tools to Analyze Cellulase structures

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IOP Conference Series: Materials science and engineering 2017年第1期225卷

作者： K P N V Satyasree Dr B Lalitha Kumari Dr K S N V Jyotsna Devi S M Roy Choudri K Pratap Joshi Associate Professor Department of Computer Science & Engineering Vignan's Nirula Institute of Technology & Science for Women Palakaluru Guntur A.P. India Associate Professor scientist-grade-1 Srimaharshi Research Institute Of Vedic Technology Syamala Nagar Guntur A.P India Assistant Professor Department of Computer Science & Engineering Rajamahendri Institute of Engineering & Technology Bhoopalapatnam Rajahmundry A.P India Associate Professor Department of Computer Science & Engineering Usha Rama College of Engineering and Technology Telaprolu Vijayawada A.P India Associate Professor Department of Computer Science & Engineering Hindu College of Engineering and Technology Amaravathi Road Guntur A.P. India.

Text-mining is one of the best potential way of automatically extracting information from the huge biological literature. To exploit its prospective, the knowledge encrypted in the text should be converted to some semantic representation such as entities and relations, which could be analyzed by machines. But large-scale practical systems for this purpose are rare. But text mining could be helpful for generating or validating predictions. Cellulases have abundant applications in various industries. Cellulose degrading enzymes are cellulases and the same producing bacteria – Bacillus subtilis & fungus Pseudomonas putida were isolated from top soil of Guntur Dt. A.P. India. Absolute cultures were conserved on potato dextrose agar medium for molecular studies. In this paper, we presented how well the text mining concepts can be used to analyze cellulase producing bacteria and fungi, their comparative structures are also studied with the aid of well-establised, high quality standard bioinformatic tools such as Bioedit, Swissport, Protparam, EMBOSSwin with which a complete data on Cellulases like structure, constituents of the enzyme has been obtained.

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