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Evaluation of FCV and FCM clustering algorithms in cluster-based compound selection

Evaluation of FCV and FCM clustering algorithms in cluster-b...

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international conference on Information Technology in Asia (CITA)

作者： Sinarwati Mohamad Suhaili Mohamad Nazim Jambli Sharin Hazlin Huspi School of Information Technology International College of Advanced Technology Sarawak Kuching Sarawak Malaysia Faculty of Computer Science and Information Technology Universiti Malaysia Sarawak Kota Samarahan Sarawak Malaysia Faculty of Computer Science and Information Systems Universiti Teknologi Malaysia Skudai Johor Malaysia

In the last few years, a number of available screening compounds has been growing rapidly due to the recent developments of high-throughput screening in drug discovery. Chemical vendors provide millions of compounds for drug lead identification; however, these compounds are highly redundant. Clustering method that groups similar compounds into families, can be used to analyze such redundancy. One of most used clustering method is cluster-based compound selection, which involves subdividing a set of compounds into clusters and choosing one compound or a small number of compounds from each cluster. However, little research has been done on overlapping method fuzzy c-means (FCM) and fuzzy c-varieties (FCV) clustering algorithms in compound selection research. therefore, these two clustering algorithms are implemented and the performance is analyzed based on the effectiveness of the clustering results in terms of mean intercluster molecular dissimilarity (MIMDS) where these results are compared with one another. the analysis shows that in terms of MIMDS, the FCV is better than FCM because it clearly shown the uniform results compare to FCM clustering algorithm.

关键词： Compounds Clustering algorithms Clustering methods Indexes Algorithm design and analysis Drugs Chemicals

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MOSIR: Mobile-Based Segment and Image Retrieval

MOSIR: Mobile-Based Segment and Image Retrieval

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international conference on Wireless Communications, Networking and Mobile computing (WiCom)

作者： Akihiko Nakagawa Andrea Kutics Khin Hninn Phyu Graduate School of Information Systems University of Electro-Communications Tokyo Japan Department of Mathematics and Computer Science International Christian University Tokyo Japan

this paper proposes a content-based image retrieval system for mobile phones, named MOSIR. the system facilitates instantaneous search on mobile phones for images similar to photos taken via phone cameras. Edge-based and color-layout features are used to find similar images. the system also enables region-based queries by detecting salient regions and extracting their features. To overcome security problems, the system applies both self-defined email and web application software. the system overcomes limitation of display panels and control key in common mobile phones by using Flash-Lite as a new user interface approach to view images of different sizes and contexts. the system was tested with 2,250 images, and results were satisfying. therefore, MOSIR is a promising system to perform instant image search on mobile phones. Currently, it is targeted for common mobile phones. Eventually, MOSIR is aimed to support smart phones and retrieval of semantically related information to resulted images.

关键词： Mobile handsets Image edge detection Image retrieval Image segmentation Histograms Feature extraction Electronic mail

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Design and simulation of an open voltage algorithm based maximum power point tracker for battery charging PV system

Design and simulation of an open voltage algorithm based max...

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international conference on Electrical and Computer Engineering (ICECE)

作者： S.M. Ferdous Mahir Asif Mohammad Farhan Nasrullah Ahmed Mortuza Saleque A.Z.M.Shahriar Muttalib Department of EEE American International University-Bangladesh Dhaka Bangladesh Department of EEE Islamic University of Technology Gazipur Bangladesh

A MPPT is required for effective operation and power extraction from a PV module. Amongst several existing well established MPPT algorithms, the open voltage (OV) based algorithm is chosen to design the proposed MPPT circuit developed in this paper. the designed circuit is simple and easy to implement yet moderately efficient in MPP tracking. Due to its simplicity it can be very easily integrated with a PV module which would serve the purpose of battery charge controller and no separate charge controller would be needed. the efficiency of the MPPT circuit is more than 95% and the system, with the buck converter, is 86% efficient.

关键词： Maximum power point trackers Batteries Load modeling Integrated circuit modeling Voltage measurement Algorithm design and analysis Photovoltaic systems

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Analysis of thUG: A Low-Interaction Client Honeypot to Identify Malicious Websites and Malwares

Analysis of THUG: A Low-Interaction Client Honeypot to Ident...

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international conference on Computer and Communication Engineering, ICCCE

作者： Nurul Fariza Zulkurnain Azli Fitri Rebitanim Noreha Abdul Malik Electrical and Computer Engineering International Islamic University Malaysia Kuala Lumpur Malaysia

Cybersecurity is becoming more relevant throughout time. As information and technologies expand, so does the potential for it to be exploited. Computer and media have become more widespread in every modern country in the world. Unfortunately, certain community uses this opportunity to exploit the vulnerabilities that these computers left behind. Black hat, which is more identified as hackers and exploiters, uses the networks and servers that are commonly used to gain unauthorized information and data on the innocent victim. this work analyzes several honeypots and makes comparisons between them. Analysis has been done on the results to figure the disadvantages between each honeypot and try to improve one of the honeypots based on programming. the honeypot is deployed to simulate its effectiveness in combating cybercrime by detecting and collecting the information captured on the web browsers.

关键词： Virtual machining Operating systems Linux Firewalls (computing) Python

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Wideband Conformal Meandered Bowtie Antenna for Capsule Endoscopy systems

Wideband Conformal Meandered Bowtie Antenna for Capsule Endo...

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international Electromagnetic Compatibility conference (EMC Turkiye)

作者： Amir Arayeshnia Majid Rafiee Mohammad Alibakhshikenari Chan Hwang See Ernesto Limiti Faculty of Technical and Engineering Imam Khomeini International University Qazvin Iran Department of Electrical Engineering Ooj Institute of Higher Education Qazvin Iran Department of Signal Theory and Communications Universidad Carlos III de Madrid Madrid Spain School of Computing Engineering and the Built Environment Edinburgh Napier University Edinburgh Scotland Electronic Engineering Department University of Rome “Tor Vergata” Rome Italy

this article presents a wideband conformal meandered bowtie antenna for capsule endoscopy systems for gastrointestinal tract monitoring. the antenna has an operational bandwidth of 0.39-1.06 GHz (92%) and can operate in the frequency band of medical implant communication systems (i.e. 401-406MHz), as well as ISM bands (433.05-434.79 MHz and 902-928MHz). A biocompatible superstrate is also considered to prevent direct contact between radiating elements and biological tissues. the radiation efficiency of the proposed antenna exceeds 90% over the operational spectrum. the proposed antenna also has a stable omnidirectional radiation pattern, enabling a reliable wireless communication connection during the monitoring process.

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8th international Symposium on Ubiquitous Networking, UNet 2022

8th International Symposium on Ubiquitous Networking, UNet 2...

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8th international Symposium on Ubiquitous Networking, UNet 2022

ISBN: (纸本)9783031294181

the proceedings contain 21 papers. the special focus in this conference is on Ubiquitous Networking. the topics include: Deep Reinforcement Learning to Improve Vehicle-to-Vulnerable Road User Communications in C-V2X;Pervasive computing for Efficient Intra-UAV Connectivity: Based on Context-Awareness;road Accident Analysis of Dhaka City Using Counter Propagation Network;reinforcement Learning for Protocol Synthesis in Resource-Constrained Wireless Sensor and IoT Networks;Distributional Reinforcement Learning for VoLTE Closed Loop Power Control in Indoor Small Cells;reinforcement Learning Aided Routing in Tactical Wireless Sensor Networks;a Green and Scalable Clustering for Massive IoT Sensors with Selective Deactivation;threat Mitigation Model with Low False Alarm Rate Based on Hybrid Deep Belief Network;on Feature Selection algorithms for Effective Botnet Detection;Low Profile CPW Fed Tri-Band Millimeter Wave Antenna Design for Future 5G Application;A Novel Hybrid Deep Learning Model for Crop Disease Detection Using BEGAN;Multivariate Skewness and Kurtosis for Detecting Wormhole Attack in VANETs;trading Off Controlled System Energy and Wireless Communication Energy;statistical Moments of the Temporal Spectrum of Electromagnetic Waves in the Equatorial Ionosphere;Towards Facilitating URLLC in UAV-enabled MEC systems for 6G Networks;resource Allocation and Power Control for Heterogeneous Cellular Network and D2D Communications;optimized Network Coding with Real-Time Loss Prediction for Hybrid 5G Networks;TCP-RTA: Real-time Topology Adaptive Congestion Control Strategy in TCP;Rio_DSA: Redirecting I/O Scheme for Dynamic Storage Allocation on Docker Container.

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the multicast multimedia conference recorder

The multicast multimedia conference recorder

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international conference on Computer Communications and Networks (ICCCN)

作者： L. Lambrinos P. Kirstein V. Hardman Department of Computer Science University College London London UK

ISBN: (纸本)0818690143

the ability to archive multimedia data is required in most applications of multimedia conferencing. this paper describes the generic client-server architecture of a multicast multimedia server system and the design and implementation of the multicast multimedia conference recorder (MMCR). the MMCR is a remotely controlled system capable of recording and playing back multimedia data over the MBone. It has a client-server architecture and the logical independence between components simplifies development and component replication. the MMCR uses indexes to facilitate fast data access, allowing efficient fast-forward, rewind and random access operations. Inter-stream synchronisation between recorded audio-video streams is improved by eliminating the network delay variance.

关键词： Streaming media Multimedia systems Multimedia computing Audio recording Video recording Videoconference Computer architecture Video sharing Network servers Web server

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4th international Congress on Information and Communication Technology, ICICT 2019

4th International Congress on Information and Communication ...

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4th international Congress on Information and Communication Technology, ICICT 2019

ISBN: (纸本)9789813293427

the proceedings contain 44 papers. the special focus in this conference is on Information and Communication Technology. the topics include: the Private Sector’s Role in e-Government from a Legal Perspective;securing Manufacturing Intelligence for the Industrial Internet of things;detecting Drivers’ Fatigue in Different Conditions Using Real-Time Non-intrusive System;automatically Determining a Network Reconnaissance Scope Using Passive Scanning Techniques;the Ontological Approach in Organic Chemistry Intelligent System Development;preface;e-Voting System Based on Multiple Ballot Casting;effective Way of Deriving the Context from a Handwritten Image/Object;augmented Reality—A Tool for Mediated Communication: A Case Study of Teen Pregnancy in Contexts like India;Using Machine Learning Advances to Unravel Patterns in Subject Areas and Performances of University Students with Special Educational Needs and Disabilities (MALSEND): A Conceptual Approach;infrared Versus Visible Image Matching for Multispectral Face Recognition;measuring Customer Satisfaction on Software-Based Products and Services: A Requirements Engineering Perspective;ICT-Enabled Business Promotion Approach through Search Engine Optimization;applied N F Interpolation Method for Recover Randomly Missing Values in Data Mining;cryptographic algorithms to Mitigate the Risks of Database in the Management of a Smart City;curriculum Enrichment in Empowering "Corporate-Ready" Individuals;comparing English and Malayalam Spelling Errors of Children using a Bilingual Screening Tool;Teacher Perception of OLabs Pedagogy;security Benchmarks for Wearable Medical things: Stakeholders-Centric Approach;Data Reduction Using NMF for Outlier Detection Method in Wireless Sensor Networks;Machine Learning and Digital Heritage: the CEPROQHA Project Perspective;a Multilevel Graph Approach for Predicting Bicycle Usage in London Area.

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Information Retrieval Technology 1

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丛书名： Lecture Notes in Computer Science

1000年

作者： Mohamed Vall Mohamed Salem Farhad Oroumchian Halim Khelalfa Khaled Shaalan Azadeh Shakery

ISBN: (数字)9783642256318

ISBN: (纸本)9783642256301

this book constitutes the refereed proceedings of the 7th Asia Information Retrieval Societies conference AIRS 2011, held in Dubai, United Arab Emirates, in December 2011.;the 31 revised full papers and 25 revised poster papers presented were carefully reviewed and selected from 132 submissions. All current aspects of information retrieval - in theory and practice - are addressed; the papers are organized in topical sections on information retrieval models and theories; information retrieval applications and multimedia information retrieval; user study, information retrieval evaluation and interactive information retrieval; Web information retrieval, scalability and adversarial information retrieval; machine learning for information retrieval; natural language processing for information retrieval; arabic script text processing and retrieval.

关键词： Information Storage and Retrieval Information systems Applications (incl. Internet) Algorithm Analysis and Problem Complexity Data Structures Data Storage Representation Probability and Statistics in Computer Science

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Sentiment Analysis on User Reaction for Online Food Delivery Services using BERT Model

Sentiment Analysis on User Reaction for Online Food Delivery...

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international conference on Advanced computing and Communication systems (ICACCS)

作者： Jahanur Biswas Md. Mahbubur Rahman Al Amin Biswas Md. Akib Zabed Khan Aditya Rajbongshi Hasnaine Amin Niloy Jahangirnagar University Dhaka Bangladesh Software Engineer Crowd Realty Tokyo Japan Daffodil International University Dhaka Bangladesh Bangladesh University of Business and Technology Dhaka Bangladesh

In this era of the information age, a major number of people spend their time on social networking sites. Among different social networking sites, Facebook is one of the most popular due to its accessibility and many other reasons. Nowadays, people use Facebook not only for general purposes but also for business purposes as it provides free opportunity to promote products and services. Users of the products or services share their opinion and feedback on the Facebook page. the amount of the users' data regarding the opinion and feedback is huge. this is very essential to analyze this vast amount of data and extract knowledge from it. For business owners, it is important to consider their clients' sentiments as proper analysis of customers' feedback helps them to take better future planning. In this research work, we proposed a noble strategy to predict users' sentiments from their Facebook comments on online food delivery services. To accomplish this research work, we have mainly considered the BERT machine learning technique. To understand the performance of the BERT in this context, we have applied Char-CNN, Graph-CNN, LSTM, and Bi-LSTM machine learning techniques also. Lastly, the obtained result of the BERT is compared with other four applied techniques in terms of performance evaluation techniques. It is found that BERT outperforms the other applied techniques with achieving the accuracy of 92.86%.

关键词： Performance evaluation Sentiment analysis Social networking (online) Bit error rate Machine learning Predictive models Information age

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