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Detection of Proximal Femoral Bone Fracture Using Mask R-CNN 1

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2nd International Conference on intelligent computing, Information and Control systems, ICICCS 2020

作者： Moharil, Ambarish Singh, Shreya Department of Instrumentation and Control Engineering Vishwakarma Institute of Technology Pune India

ISBN: (数字)9789811584435

ISBN: (纸本)9789811584428

Detection of femoral fractures from X-ray images requires multiple scans which can compromise on the procedure being cost effective as well as delay the need for immediate surgery. Bone mass or bone mineral content is currently assessed most commonly via dual-energy X-ray absorptiometry (DEXA). Procedures and cross-sectional techniques like magnetic resonance imaging (MRI) and quantitative computed tomography (qCT) have been proved to provide useful information along with the DEXA scans like the metrics of the bone structure, density, and quality of the bone. However, such procedures are extremely costly and unaffordable for large masses. To make the process cost effective, faster, and efficient, it is proposed to extract a lot of information from the X-ray scans itself as they are cheap and economically affordable. The large population which suffers from osteoporosis is the older generation with an average age greater than 60 years, undergoing and bearing the cost of frequent MRI, qCT, or DEXA scans which is economically difficult for a greater chunk of this population. Hence, it is very necessary to compute and detect these fractures in early stages and from economically viable options like X-rays. Hence, this paper intends to analyze X-ray scans using CNNs and Mask R-CNNs and extract regions of fractures mainly intracapsular and extracapsular which are the major regions of occurrences of proximal femoral fractures. © 2021, The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

关键词： Magnetic resonance imaging

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Innovation, Entrepreneurship and Sustainability of Business Through Techno-Social Ecosystem–Indian Scene 1

引用

International conference on Research in intelligent and computing in Engineering, RICE 2020

作者： Chakrabarty, Arindam Norbu, Tenzing Itanagar Arunachal Pradesh791112 India Assistant Professor Don Bosco College Jollang Itanagar Arunachal Pradesh791111 India

ISBN: (数字)9789811575273

ISBN: (纸本)9789811575266

Creativity and Innovation are the architects of human aesthetics, excellence and the essence of advancement. However, the creativity has broader spectrum of human aspiration while the latter is the key driving force for achieving superior quality of life and the notion of modernization. In fact, innovation is a continuous process through which we are adding value propositions to the present form of products or services with the help of concurrent ideas and technological ecosystem. The flow of innovation essentially drives to develop new ideas and new attributes in the current product or services or it can bring a completely new generation product. The existing firms can create a new business line or it might trigger the evolution of new entrepreneurial venture. One of the key factors for new start-ups is the pace and culture of innovation across the society. This transformation needs multiple supports from all the stakeholders and even the new firms require constant flow of support so that it could sustain for long-term perspective. Thus, the Natural Flow of "Innovation-Entrepreneurship-Sustainability" promulgate for higher Business Growth and Perpetuity. According to Global Entrepreneurship Index (GEI), 2018, India achieves 68th position among 137 nations of the world and it achieves higher position in Product Innovation dimension while the country performs below the mark in terms of Technology Absorption. This indicates the rate of transition from Lab to Market is indeed matter of high concern in India if it aspires to propel the pace of rapid socio-economic transformation. This is more evident in the regime of 4IR (Fourth Industrial Revolution) led ecosystem. The paper has attempted to understand and identify key inhibiting factors that obstruct smooth transformation of Innovation into successful Entrepreneurship. On the contrary, the paper has also explored how India’s all the first generation firms fail to achieve long-term perpetuity. The study has also made i

关键词： Sustainable development

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Secure Communication in Internet of Things Based on Packet Analysis 1

引用

International Conference on Machine Intelligence and Soft computing, ICMISC 2020

作者： Narayana, V. Lakshman Gopi, A. Peda Department of IT Vignan’s Nirula Institute of Technology & Science for Women PedaPalakaluru Guntur AP India Department of CSE Vignan’s Nirula Institute of Technology & Science for Women PedaPalakaluru Guntur AP India

ISBN: (数字)9789811595165

ISBN: (纸本)9789811595158

Internet of Things (IoT) platform is projected to continue to expand to more than 80 billion connected gadgets by 2025. This flood of relevance opens up a wide range of roads to those with a noxious aim of going after the ignorant. With the anticipated development of IoT gadgets, it is inferred that a progressive way of life for your regular customer. As more gadgets coordinate our day-to-day lives, the safety of these gadgets appears to be progressively significant. In this paper, for the most part, RPL convening model is focused. Analyzing the route control messages in this protocol is performed. The proposed mechanism focuses mainly on the most problematic communicative attack called man in the middle attack. Proposed mechanism produces promising outcomes with respect to secure communication. © 2021, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

关键词： Internet of things

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Use of Genetic Algorithm Applied to the Optimization of Investments in Financial Actions 1

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2nd International Conference on intelligent computing, Information and Control systems, ICICCS 2020

作者： Varela, Noel Lezama, Omar Bonerge Pineda Borda, Jorge Universidad de la Costa St. 58 #66 Barranquilla Atlántico Colombia Universidad Tecnológica San Pedro Sula Honduras

ISBN: (数字)9789811584435

ISBN: (纸本)9789811584428

The optimal form of investment portfolio selection initially proposed by Markowitz (Viloria et al., in Smart innovation, systems and technologies. Springer, Berlin (2020) [1]) in 1952 used a classical statistical analysis approach to find the optimal investment portfolio but did not consider practical limitations related to the cost of resource reallocation and the minimum amount that can be reallocated. If these factors are considered, the complexity of the problem increases (Wang, J Futures Markets: Futures Opt Other Deriv Prod 20(10):911–942, 2000;Li et al., ACM computing Surveys, vol 46 [2, 3]), and its constraints change considerably, adding to an already complex NP problem, as demonstrated in Oh et al. (Expert Syst Appl 28(2):371–379, 2005 [4]). Multiple heuristic algorithms have demonstrated a good performance when attacking this kind of problems (Kassicieh et al., in Proceedings of the thirtieth hawaii international conference on system sciences, vol 5, pp 484–490, 1997;Fama, J Financ Econ 49:283–306, 1999;Chen and Yang, Neurocomputing 70:4–6, 2007 [5–7]) and do it using genetic algorithms, reinforcement learning and neural networks, respectively, obtaining good results that in turn. In this article, a genetic algorithm is used to extend the Markowitz model and is applied to the stocks that compose the S&P 500, NASDAQ and FTSE index and is compared with the standard model. © 2021, The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

关键词： Genetic algorithms

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Comparison of Several Data Representations for a Single-Channel Optic System with 10 Gbps Bit Rate 1

引用

International conference on Research in intelligent and computing in Engineering, RICE 2020

作者： Alshimaysawe, Ihsan A. Abdulsada, Hayder Fadhil Abdulwahed, Saif H. Al-Ja’afari, Mohannad A. M. Ali, Ameer H. Department of Communication Technique Engineering Engineering Technical College/Najaf Al-Furat al-Awsat Technical University Najaf31001 Iraq Babylon Technical Institute Al-Furat al-Awsat Technical University Babylon51015 Iraq Najaf Technical Institute Al-Furat al-Awsat Technical University Al-Najaf31001 Iraq

ISBN: (数字)9789811575273

ISBN: (纸本)9789811575266

Data representation represents converting bits into signal forms. These signals match the conditions of the transmission, such as DC levels and channel capacity for optical fiber system with linear and nonlinear effects;it is important to check the suitable data representation for a certain type of modulation. In this paper, a comparison has been made among several kinds of representations like Manchester, alternate mark inversion (AMI), ordinary non-return to zero (NRZ), chirped NRZ and Duobinary (DB) for single-channel optical fiber with direct transmission at 10 Gbps of 350 km (without DCF compensation) length. The results are taken in terms of power versus quality factor and optical signal spectrums in both sides. They showed that Manchester coding has a 12 order difference in signal power at the end of the fiber, and AMI coding has the farther threshold power point of 9dBm with a quality factor of 14 by using Optisystem version 13. © 2021, Springer Nature Singapore Pte Ltd.

关键词： Optical fibers

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Fuzzy Logic Simulation for Classifying Abrasive Wheels in Pendulum Grinding 1

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International conference on Research in intelligent and computing in Engineering, RICE 2020

作者： Nguyen, Van Canh Hoang, Van Chi Nguyen, Vanthan Nguyen, Ngoc Hue Ngo Quyen University Binh Duong Viet Nam National Laboratory of Information Security Ha Noi Viet Nam Thu Dau Mot University Binh Duong Viet Nam

ISBN: (数字)9789811575273

ISBN: (纸本)9789811575266

Simulation results in the fuzzy logic environment can be used to classify abrasive wheels with linguistic estimates and solving local grinding problems: selection of based elements of the wheel characteristic, to minimize (maximize) a single surface topography parameter. Requirements integrated assessment of topography High-Speed Tool Steel W9Mo4Co8 in the greatest measure responses for an abrasive wheel: 25AF46K10V5-PO3, 5SG60K12VXP and 5NQ46I6VS3 with linguistic rate "good" and the greatest values of the desirability function. © 2021, Springer Nature Singapore Pte Ltd.

关键词： Fuzzy logic

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Educating Engineers for Future Industrial Revolutions 1

引用

丛书名： advances in intelligent systems and computing

2021年

作者： Michael E. Auer Tiia Rüütmann

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An Investigation on Hybrid Optimization-Based Proportional Integral Derivative and Model Predictive Controllers for Three Tank Interacting System 1

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2nd International Conference on intelligent computing, Information and Control systems, ICICCS 2020

作者： Arun Jayakar, S. Tamilselvan, G.M. Sundararajan, T.V.P. Rajesh, T. Department of Electronics and Instrumentation Engineering Bannari Amman Institute of Technology Sathyamangalam Erode Tamil Nadu India Department of Information Technology Sir Krishna College of Technology Coimbatore Tamil Nadu India Department of Electronics and Communication Engineering Sri Shakthi Institute of Engineering and Technology Coimbatore Tamil Nadu India

ISBN: (数字)9789811584435

ISBN: (纸本)9789811584428

This paper deals with the mathematical model for three tank series interacting system, and level control in three tank interacting system is not an easy job, because of the nonlinear behavior due to the interaction of the peer tanks. Here, the accurate transfer function and state space model are obtained by the first principle method. In this process, two cases are considered one with single input in the first tank and the single output in third tank, i.e., single input and single output system (SISO), and other with two inputs in first cum third tank and single output as the third tank, i.e., two input and single output (MISO) system. Utilizing a mathematical model, the best control schemes are designed and implemented for the closed loop feedback control, and the performances are investigated by compared with the dynamic behaviors of the responses. There are three types of control schemes that are selected, and the controllers are personalized based on the mathematical model of the system. PID controller with a hybrid optimization technique and model predictive control (MPC) is designed based on the model. The three tanks interacting system is a higher-order system. In this paper, the exact transfer function model is going to be obtained by the first principle method;the mass balance equation is employed in the process for each the individual tanks in the system, and the state space and reduced order modes are obtained and the reduced order model is fine tuned;and the integer and non-integer models' first-order reduced models are obtained through model optimization techniques and the standard PID controller with hybrid optimization technique FminSearch-GA (Fmin-GA), Internal Model Controller and Model Predictive Control (MPC) also implemented, and performances are investigated using time domain specification. © 2021, The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

关键词： Model predictive control

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Improved Electric Wheelchair Controlled by Head Motion 1

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International conference on Research in intelligent and computing in Engineering, RICE 2020

作者： Bui, He-Thong Nguyen, Le-Van Ngo, Thanh-Nghi Nguyen, Tuan-Sinh V. Ho, Anh-Ngoc T. Phan, Qui-Tra The University of Da Nang-University of Technology and Education Danang Viet Nam The University of Da Nang-University of Science and Technology Danang Viet Nam

ISBN: (数字)9789811575273

ISBN: (纸本)9789811575266

The electric wheelchairs are designed to assist disabled people. However, for people with disabilities who have a higher degree of impairment, such as quadriplegics, who cannot move any of the body parts except the head, medical devices for them are usually very complex, rare and expensive. In this paper, we improved an electric wheelchair model that is controlled by the motion of the head by using a microcontroller system. The system includes microelectromechanical components: tilt angle sensors and mechanical mechanisms. A new head-motion recognition technique based on processing angular acceleration data. The process control of wheelchair motion has been achieved by using 6050 tilt angle sensor and Arduino family UNO R3 microcontroller. The signal of head movement direction is sent to the microcontroller. Depending on the orientation of the sensor, microcontroller will control wheels, such as turn left, turn right, moving forward or backward with the help of DC motors. © 2021, Springer Nature Singapore Pte Ltd.

关键词： Microcontrollers

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Inter-device Language Translation Application for Smartphones 1

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2nd International Conference on intelligent computing, Information and Control systems, ICICCS 2020

作者： Rao, Ashwini Paradkar, Abhishek Gupta, Shruti Kadam, Sayali MPSTME NMIMS University Mumbai India

ISBN: (数字)9789811584435

ISBN: (纸本)9789811584428

With the recent trends of globalization and diversification in various social environments becoming the norm, along with the advantages of having multiple perspectives, there are some issues that can get introduced in the cliques as well. One such issue is linguistic disparity, which proves to be a bona fide issue while communicating. Due to this hindrance, crucial transfer and exchange of information are affected, and the overall efficacy of the same is altered. The proposed smartphone application is based on the principle of connecting two distinct smartphone devices, having a language that they understand set on their respective devices in an effort to bridge this linguistic communication gap. © 2021, The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

关键词： Smartphones

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