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4th IEEE International Conference on Data engineering and Communication Systems, ICDECS 2024

作者： Kavitha, C. Poonia, Manisha Ahmed, Mansoor Meghana, M. Naveed, N. Computer Science and Engineering Dsatm Bengaluru India

ISBN: (纸本)9798350393354

This paper introduces a screen control mechanism for long distance interaction between Human and computer. This Paper provides solution for controlling the screen elements of different applications and browsers through laser emitting mouse and gesture recognition. The images are being captured from camera mounted on the projector and OpenCV library is used to detect the laser movements. The solution also uses Arduino as the basic processing unit for emulating mouse actions using the buttons. User commands are specified by the laser and thus the actions are initiated with the buttons on microcontroller. When near to screen the hand gesture can be activated using the mouse buttons and thus exhibiting touch screen in a projection. This Hand gesture Recognition is implemented using computer vision library of python, OpenCV, which processes images in real time. According to gesture Recognized, various tasks can be performed like switching between tabs, opening new application, Painting etc. © 2024 IEEE.

关键词： Microcontrollers

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Interactive Screens Using Hand Gestures and Microcontroller

Interactive Screens Using Hand Gestures and Microcontroller

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Data engineering and Communication Systems (ICDECS), International Conference on

作者： C Kavitha Manisha Poonia Mansoor Ahmed M Meghana N Naveed Computer Science and Engineering DSATM Bengaluru India

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Fault Tolerance and Energy Efficient Multi-Hop Clustering with Dual Base Stations in Large Scale Wireless Sensor Network

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SN computer science 2023年第3期4卷 1-8页

作者： Rajeshwari, K.S. Devi, K. A. Sumithra Computer Science and Engineering JSS Academy of Technical Education Bangalore Visvesvaraya Technical University Karnataka Bangalore India Information and Science Engineering DSATM Bangalore Visvesvaraya Technical University Karnataka Bangalore India

Wireless sensor network (WSN) with the recent advancement in wireless technologies and numerous applications gaining its impact and market value. WSNs are the collection and connection of low-cost sensor nodes deployed over some monitoring areas, where human monitoring is quite difficult. At the same time, the limitation of these low-cost sensor nodes has identified numerous issues and implementation challenges. In this paper a brief introduction to WSN and its market statistic and impact. Some of the major issues and challenges are identified and addressed in this paper. The main contribution of this research work is to design a fault tolerance in the network with multiple base stations. The multiple base station will work with the multi-hop cluster head based on the shortest distance in the WSNs. The proposed method is focused on major metrics of the WSN application like—throughput and network lifetime. With the usage of multiple base stations this paper aims to contribute to major challenges in WSN. © 2023, The Author(s), under exclusive licence to Springer Nature Singapore Pte Ltd.

关键词： Fault tolerance FECH LEACH Mobile agent Multiple base station

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A semantic driven model for extraction of text using TF-IDF, SFLA and XGBoost

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International Journal of Information Technology (Singapore) 2025年 1-6页

作者： Madhumala, R.B. Vineetha, B. Shree, M. Rajani Sanjesh, Riya Charanraj, B.R. Department of Computer Science and Engineering Dayanand Sagar Academy of Technology and Management (DSATM) Bengaluru India Computer Science and Engineering Presidency University Bangalore India Department of CSE BNM Institute of Technology Bengaluru India Computer Science PES University BANGALORE URBAN India

As people increasingly express opinions, offer feedback, and share suggestions on websites, e-forums, and blogs, consumers have come to rely heavily on online product reviews before making purchases or using services. Some spammers deliberately manipulate reviews to either enhance or discredit products, leading consumers to make misguided decisions based on these misleading reviews. To address this issue, a hybrid approach combining TF-IDF (term frequency-inverse document frequency) with the shuffled frog leaping algorithm (SFLA) is proposed. This approach aims to reduce the high dimensionality of feature sets and select optimized subsets of features. Finally, the sentiments from online reviews are classified into genuine and misleading by using Extreme Gradient Boosting (XGBoost) classifier. By enhancing review credibility, the proposed approach helps customers identify authentic feedback and improves classification accuracy. The performance of the proposed approach is assessed and validated with existing studies based on accuracy (%), precision (%) and recall (%). The results indicate that this hybrid feature selection approach achieves an optimized subset of features, leading to superior classification accuracy. © Bharati Vidyapeeth's Institute of computer Applications and Management 2025.

关键词： Classification SFLA Text extraction TF-IDF XGBoost

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Prioritization and meta-heuristic approach for efficient congestion control in vehicular ad hoc networks (VANETs)

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International Journal of Information Technology (Singapore) 2025年 1-9页

作者： Sharma, Swati Khanum, Saba Madhumala, R.B. Maroju, Abhilash Aggarwal, Saurabh Department of Computer Science and Engineering Thapar Institute of Engineering and Technology Punjab India Department of Computer Science and Engineering MSIT Janakpuri Delhi India Department of Computer Science and Engineering Dayanand Sagar Academy of Technology and Management (DSATM) Bengaluru India Department of Computer Science and Engineering University of Cumberlands Williamsburg United States Department of Information Technology University of the Cumberlands Williamsburg United States

Vehicular ad hoc networks (VANETs) have emerged as a key area of interest in the research community due to their wide range of applications. As the number of vehicles increases, VANETs encounter challenges with access control, which affects communication between the source vehicle and other vehicles. To overcome this issue, the prioritization and meta-heuristic-based congestion control (PMCC) scheme is proposed in the given paper. It addresses this congestion by prioritizing messages and dynamically adjusting the transmission rate of safety messages. In the prioritization phase, message priority is determined using both dynamic and static factors. Then, to control channel load within VANETs, the PMCC scheme employs a Tabu Search optimization (TSO) algorithm to adjust the transmission rate of beacon messages. Comparative analysis of the PMCC scheme with existing schemes such as urban vehicular broadCAST (UV-CAST), distributed-fair power adjustment for the vehicular environment (D-FPAV), and loss differentiation rate adaptation (LORA) is conducted based on metrics including reception probability, average delay, and vehicle coverage ratio. The results show the superior performance of the proposed PMMC scheme in all aspects. © Bharati Vidyapeeth's Institute of computer Applications and Management 2025.

关键词： Decentralized congestion control (DCC) Distributed-fair power adjustment for the vehicular environment (D-FPAV) Loss differentiation rate adaptation (LORA) PMCC TSO Urban vehicular broadCAST (UV-CAST) VANETs

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Enhancing Security on Indonesian E-health Cloud 2

Enhancing Security on Indonesian E-health Cloud

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2nd IEEE International Conference on Advanced Technologies in Intelligent Control, Environment, Computing and Communication engineering, ICATIECE 2022

作者： Utari, Sarah Syahwenni Madhumala, R.B. Haryanti, Sri Chusri Rachmawati, Ummi A. Atmoko, Sri Puji Utami Iswandi Universitas YARSI Department of Informatics Jakarta Indonesia DSATM Department of Information Science & Engineering Bangalore India Universitas Muhammadiyah Bangka Belitung Department of Computer Science Bangka Indonesia

ISBN: (纸本)9781665493963

The cloud computing adoption in e-health has improved health services and research. An e-health cloud deployment model for Indonesia have been proposed. In this work, we simulated the e-health cloud model and implemented virtual firewalls to enhance its security. We examined the performance of the firewalls under a distributed denial of service (DDoS) attacks. The virtualization environment for the cloud utilized Proxmox VE, and the firewalls applied a modified ConfigServer & Firewall (CSF). DDoS-blocking scripts are modified to block IPs from attackers. First, we investigated the cloud without virtual firewalls. The average time a server could survive a DDoS attack is examined. Second, the virtual firewall capability is verified. The result shows that the average time of a server surviving a DDoS attack is 197.26 seconds, with a standard deviation is 52.99 seconds. The virtual firewall managed to block the attacker's IP address, and the server could cope a DDoS attack. © 2022 IEEE.

关键词： Denial-of-service attack

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Enhancing Security on Indonesian E-health Cloud

Enhancing Security on Indonesian E-health Cloud

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Advanced Technologies in Intelligent Control, Environment, Computing & Communication engineering (ICATIECE), International Conference on

作者： Sarah Syahwenni Utari RB Madhumala Sri Chusri Haryanti Ummi A. Rachmawati Sri Puji Utami Atmoko Iswandi Department of Informatics Universitas YARSI Jakarta Indonesia Department of Information Science & Engineering DSATM Bangalore India Department of Computer Science Universitas Muhammadiyah Bangka Belitung Bangka Indonesia

ISBN: (纸本)9781665493970

关键词： Cloud computing Firewalls (computing) Computational modeling Denial-of-service attack Servers Security IP networks

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Early Detection of Estrus and Heat stress using IoAHT and Analytics in Indian Cattle to overcome Repeat-Breading-Syndrome 1

Early Detection of Estrus and Heat stress using IoAHT and An...

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1st International Conference on Advanced Technologies in Intelligent Control, Environment, Computing and Communication engineering, ICATIECE 2019

作者： Reddy, Shiva Sumanth Nandini, C. DSATM College Computer Science and Engineering Bangalore India

ISBN: (数字)9781728104188

ISBN: (纸本)9781728104188

India is the second largest user of mobile data in the world. There has been a significant growth of IOT in all the major sectors including the agriculture and animal health care. The veterinary science is looking for more technologies to monitor animal health and there had been a significant increase in the number of sensors for Internet of Animal Health Things (IoAHT). In dairy industry the Artificial insemination is the most used productive technology and its success depends on the correct estrus detection. Frequent failure of it results in low fertility rate and repeat breeding syndrome. In this paper we have come across the usage IOT and analytics to identify estrus and other illness in cattle which affects the estrus cycle. © 2019 IEEE.

关键词： Veterinary medicine

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