This document outlines the steps in the programming process including specification, design, coding, testing, documentation, and maintenance with an introduction and conclusion.
The document discusses optimization of an ATV erector set assembly line. It describes implementing line balancing techniques to distribute work evenly among workers, analyzing workstations for ergonomics, and using 5S principles. Through several iterations, a kitting system and workstation layout were developed that allowed simultaneous work, reduced search time, and provided idle time. Overall, average assembly time decreased from 2.53 to 1.16 hours through these improvements.
RailsCarma is a company that helps businesses grow through technology and innovation. They provide services using a DevOps process and technology stack including major gems. Their team works on projects for major clients across code quality assurance and communication & project management.
This document contains a resume for M. Naga Chaitanya summarizing his work experience and qualifications. He has over 3 years of experience as a piping designer and PDMS modeler working on projects for various companies. His responsibilities included pipe routing, 3D modeling, clash checking, preparing drawings and deliverables, and resolving issues in pipe models. He is proficient in software such as PDMS, AutoCAD, and Navisworks. He has a Bachelor's degree in Mechanical Engineering and additional qualifications in piping engineering and stress analysis.
El SENA fue creado en 1957 mediante decreto ley para brindar formación profesional a trabajadores, jóvenes y adultos en diferentes sectores. Su misión es ofrecer formación para incorporar personas en actividades productivas que contribuyan al desarrollo del país. El escudo y bandera representan los tres sectores económicos en los que se enfoca: industria, comercio y sector primario.
The document analyzes the results of a questionnaire given to the target audience for a music video. It summarizes the responses to each question, noting that most respondents were female students who enjoy pop/chart and dance music. They favored Beyonce's videos for their dancing and Rihanna for her image. Most wanted to see a happy, beach-set video with dancing and partying. Suggested changes included adding more of a storyline or shots in London.
XSnano products use nano-technology to dramatically improve engine performance and fuel efficiency. By dispersing nano-scale water particles in fuel, XSnano causes small explosions during combustion for a more complete burn. This results in more power, better fuel economy up to 28%, and reduced emissions up to 98%. Only small amounts of the concentrated XSnano treatments are needed compared to traditional additives. XSnano's nano-technology approach protects engines and reduces costs through improved fuel savings and extended engine life.
Rendicion de cuentas vocal patricio vasquez año 2015Wilson Limaico
El documento resume las actividades de la comisión de obra pública de la parroquia durante el año 2015, incluyendo asistir a reuniones sobre el presupuesto participativo, límites parroquiales, subida de pasajes y planes de desarrollo, coordinar limpieza de vías y proyectos de riego, y rendir cuentas de acuerdo a la ley.
This document outlines the steps in the programming process including specification, design, coding, testing, documentation, and maintenance with an introduction and conclusion.
The document discusses optimization of an ATV erector set assembly line. It describes implementing line balancing techniques to distribute work evenly among workers, analyzing workstations for ergonomics, and using 5S principles. Through several iterations, a kitting system and workstation layout were developed that allowed simultaneous work, reduced search time, and provided idle time. Overall, average assembly time decreased from 2.53 to 1.16 hours through these improvements.
RailsCarma is a company that helps businesses grow through technology and innovation. They provide services using a DevOps process and technology stack including major gems. Their team works on projects for major clients across code quality assurance and communication & project management.
This document contains a resume for M. Naga Chaitanya summarizing his work experience and qualifications. He has over 3 years of experience as a piping designer and PDMS modeler working on projects for various companies. His responsibilities included pipe routing, 3D modeling, clash checking, preparing drawings and deliverables, and resolving issues in pipe models. He is proficient in software such as PDMS, AutoCAD, and Navisworks. He has a Bachelor's degree in Mechanical Engineering and additional qualifications in piping engineering and stress analysis.
El SENA fue creado en 1957 mediante decreto ley para brindar formación profesional a trabajadores, jóvenes y adultos en diferentes sectores. Su misión es ofrecer formación para incorporar personas en actividades productivas que contribuyan al desarrollo del país. El escudo y bandera representan los tres sectores económicos en los que se enfoca: industria, comercio y sector primario.
The document analyzes the results of a questionnaire given to the target audience for a music video. It summarizes the responses to each question, noting that most respondents were female students who enjoy pop/chart and dance music. They favored Beyonce's videos for their dancing and Rihanna for her image. Most wanted to see a happy, beach-set video with dancing and partying. Suggested changes included adding more of a storyline or shots in London.
XSnano products use nano-technology to dramatically improve engine performance and fuel efficiency. By dispersing nano-scale water particles in fuel, XSnano causes small explosions during combustion for a more complete burn. This results in more power, better fuel economy up to 28%, and reduced emissions up to 98%. Only small amounts of the concentrated XSnano treatments are needed compared to traditional additives. XSnano's nano-technology approach protects engines and reduces costs through improved fuel savings and extended engine life.
Rendicion de cuentas vocal patricio vasquez año 2015Wilson Limaico
El documento resume las actividades de la comisión de obra pública de la parroquia durante el año 2015, incluyendo asistir a reuniones sobre el presupuesto participativo, límites parroquiales, subida de pasajes y planes de desarrollo, coordinar limpieza de vías y proyectos de riego, y rendir cuentas de acuerdo a la ley.
Building learner disposition parent workshop for margaretColliar
The document discusses how abilities and intelligence develop through experience rather than being innate talents we are born with. It notes that as babies we cannot walk or talk, but develop those abilities through learning. A series of exercises have participants try tasks of increasing difficulty to experience how thinking hard aids in development. The document questions whether famous intelligent and talented people were born that way or gained their abilities through experience and practice over time. It concludes by asking what thinking could be happening for people who are stuck in challenging situations and what commitment to changing one's thinking could stretch their abilities.
The male gaze theory proposed by Laura Mulvey refers to how visual arts are typically structured from a masculine perspective to appeal to and satisfy the male viewer. It describes how women are often depicted as objects for the male gaze through techniques like framing shots that sexualize women's bodies and positioning women as accessories or trophies for male characters. Music videos like "She's So Lovely" by Scouting for Girls and "Blurred Lines" by Robin Thicke exemplify the male gaze through their objectifying portrayals of women that center the viewing experience on the male artists and audience.
Raph Koster's keynote at the O'Reilly Emerging Technology Conference in 2007. It is about the core elements of "deep structure" that go into making something fun -- particularly web apps and social media. This slidecast is constructed from the slides and mp3 available at raphkoster.com.
This document contains 8 photo credits from various photographers and suggests that the reader may be inspired to create their own Haiku Deck presentation on SlideShare. It lists photographers luisete, MarionIon, jlastras, Josefa Esteve, Pesadillas Gourmandas, Sin Amigos, Juampe López, and [flype] and encourages the viewer to get started making their own presentation.
- Africa Sabé Dausà is a lighting designer and architect based in Barcelona. She received a Master's in Lighting Design from the Universitat Politècnica de Catalunya and has worked on various lighting installation art projects and competitions.
- Currently, she works as a lighting designer at Santa & Cole Projects Department, where she has helped develop outdoor lighting projects and proposals.
- Her goal is to continue learning and gaining experience in the field of lighting design in order to one day call herself a full Lighting Designer.
The document contains 4 memos from a company to an employee regarding unauthorized absences from work.
The first memo notes that the employee was absent from specific dates without permission and their requested leave was approved, but they are advised not to repeat unauthorized absences.
The second warns that absence from other specified dates is considered unauthorized absenteeism.
The third confirms a telegram was sent telling the employee to report for duty, and their absence from additional dates is viewed as misconduct requiring a written explanation for potential disciplinary action.
The fourth also addresses absence without permission, says it has become habitual misconduct, and again requires an explanation to avoid severe disciplinary action.
Electric vehicle and photovoltaic advanced roles in enhancing the financial p...IJECEIAES
Climate change's impact on the planet forced the United Nations and governments to promote green energies and electric transportation. The deployments of photovoltaic (PV) and electric vehicle (EV) systems gained stronger momentum due to their numerous advantages over fossil fuel types. The advantages go beyond sustainability to reach financial support and stability. The work in this paper introduces the hybrid system between PV and EV to support industrial and commercial plants. This paper covers the theoretical framework of the proposed hybrid system including the required equation to complete the cost analysis when PV and EV are present. In addition, the proposed design diagram which sets the priorities and requirements of the system is presented. The proposed approach allows setup to advance their power stability, especially during power outages. The presented information supports researchers and plant owners to complete the necessary analysis while promoting the deployment of clean energy. The result of a case study that represents a dairy milk farmer supports the theoretical works and highlights its advanced benefits to existing plants. The short return on investment of the proposed approach supports the paper's novelty approach for the sustainable electrical system. In addition, the proposed system allows for an isolated power setup without the need for a transmission line which enhances the safety of the electrical network
ACEP Magazine edition 4th launched on 05.06.2024Rahul
This document provides information about the third edition of the magazine "Sthapatya" published by the Association of Civil Engineers (Practicing) Aurangabad. It includes messages from current and past presidents of ACEP, memories and photos from past ACEP events, information on life time achievement awards given by ACEP, and a technical article on concrete maintenance, repairs and strengthening. The document highlights activities of ACEP and provides a technical educational article for members.
DEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODELgerogepatton
As digital technology becomes more deeply embedded in power systems, protecting the communication
networks of Smart Grids (SG) has emerged as a critical concern. Distributed Network Protocol 3 (DNP3)
represents a multi-tiered application layer protocol extensively utilized in Supervisory Control and Data
Acquisition (SCADA)-based smart grids to facilitate real-time data gathering and control functionalities.
Robust Intrusion Detection Systems (IDS) are necessary for early threat detection and mitigation because
of the interconnection of these networks, which makes them vulnerable to a variety of cyberattacks. To
solve this issue, this paper develops a hybrid Deep Learning (DL) model specifically designed for intrusion
detection in smart grids. The proposed approach is a combination of the Convolutional Neural Network
(CNN) and the Long-Short-Term Memory algorithms (LSTM). We employed a recent intrusion detection
dataset (DNP3), which focuses on unauthorized commands and Denial of Service (DoS) cyberattacks, to
train and test our model. The results of our experiments show that our CNN-LSTM method is much better
at finding smart grid intrusions than other deep learning algorithms used for classification. In addition,
our proposed approach improves accuracy, precision, recall, and F1 score, achieving a high detection
accuracy rate of 99.50%.
TIME DIVISION MULTIPLEXING TECHNIQUE FOR COMMUNICATION SYSTEMHODECEDSIET
Time Division Multiplexing (TDM) is a method of transmitting multiple signals over a single communication channel by dividing the signal into many segments, each having a very short duration of time. These time slots are then allocated to different data streams, allowing multiple signals to share the same transmission medium efficiently. TDM is widely used in telecommunications and data communication systems.
### How TDM Works
1. **Time Slots Allocation**: The core principle of TDM is to assign distinct time slots to each signal. During each time slot, the respective signal is transmitted, and then the process repeats cyclically. For example, if there are four signals to be transmitted, the TDM cycle will divide time into four slots, each assigned to one signal.
2. **Synchronization**: Synchronization is crucial in TDM systems to ensure that the signals are correctly aligned with their respective time slots. Both the transmitter and receiver must be synchronized to avoid any overlap or loss of data. This synchronization is typically maintained by a clock signal that ensures time slots are accurately aligned.
3. **Frame Structure**: TDM data is organized into frames, where each frame consists of a set of time slots. Each frame is repeated at regular intervals, ensuring continuous transmission of data streams. The frame structure helps in managing the data streams and maintaining the synchronization between the transmitter and receiver.
4. **Multiplexer and Demultiplexer**: At the transmitting end, a multiplexer combines multiple input signals into a single composite signal by assigning each signal to a specific time slot. At the receiving end, a demultiplexer separates the composite signal back into individual signals based on their respective time slots.
### Types of TDM
1. **Synchronous TDM**: In synchronous TDM, time slots are pre-assigned to each signal, regardless of whether the signal has data to transmit or not. This can lead to inefficiencies if some time slots remain empty due to the absence of data.
2. **Asynchronous TDM (or Statistical TDM)**: Asynchronous TDM addresses the inefficiencies of synchronous TDM by allocating time slots dynamically based on the presence of data. Time slots are assigned only when there is data to transmit, which optimizes the use of the communication channel.
### Applications of TDM
- **Telecommunications**: TDM is extensively used in telecommunication systems, such as in T1 and E1 lines, where multiple telephone calls are transmitted over a single line by assigning each call to a specific time slot.
- **Digital Audio and Video Broadcasting**: TDM is used in broadcasting systems to transmit multiple audio or video streams over a single channel, ensuring efficient use of bandwidth.
- **Computer Networks**: TDM is used in network protocols and systems to manage the transmission of data from multiple sources over a single network medium.
### Advantages of TDM
- **Efficient Use of Bandwidth**: TDM all
CHINA’S GEO-ECONOMIC OUTREACH IN CENTRAL ASIAN COUNTRIES AND FUTURE PROSPECTjpsjournal1
The rivalry between prominent international actors for dominance over Central Asia's hydrocarbon
reserves and the ancient silk trade route, along with China's diplomatic endeavours in the area, has been
referred to as the "New Great Game." This research centres on the power struggle, considering
geopolitical, geostrategic, and geoeconomic variables. Topics including trade, political hegemony, oil
politics, and conventional and nontraditional security are all explored and explained by the researcher.
Using Mackinder's Heartland, Spykman Rimland, and Hegemonic Stability theories, examines China's role
in Central Asia. This study adheres to the empirical epistemological method and has taken care of
objectivity. This study analyze primary and secondary research documents critically to elaborate role of
china’s geo economic outreach in central Asian countries and its future prospect. China is thriving in trade,
pipeline politics, and winning states, according to this study, thanks to important instruments like the
Shanghai Cooperation Organisation and the Belt and Road Economic Initiative. According to this study,
China is seeing significant success in commerce, pipeline politics, and gaining influence on other
governments. This success may be attributed to the effective utilisation of key tools such as the Shanghai
Cooperation Organisation and the Belt and Road Economic Initiative.
Building learner disposition parent workshop for margaretColliar
The document discusses how abilities and intelligence develop through experience rather than being innate talents we are born with. It notes that as babies we cannot walk or talk, but develop those abilities through learning. A series of exercises have participants try tasks of increasing difficulty to experience how thinking hard aids in development. The document questions whether famous intelligent and talented people were born that way or gained their abilities through experience and practice over time. It concludes by asking what thinking could be happening for people who are stuck in challenging situations and what commitment to changing one's thinking could stretch their abilities.
The male gaze theory proposed by Laura Mulvey refers to how visual arts are typically structured from a masculine perspective to appeal to and satisfy the male viewer. It describes how women are often depicted as objects for the male gaze through techniques like framing shots that sexualize women's bodies and positioning women as accessories or trophies for male characters. Music videos like "She's So Lovely" by Scouting for Girls and "Blurred Lines" by Robin Thicke exemplify the male gaze through their objectifying portrayals of women that center the viewing experience on the male artists and audience.
Raph Koster's keynote at the O'Reilly Emerging Technology Conference in 2007. It is about the core elements of "deep structure" that go into making something fun -- particularly web apps and social media. This slidecast is constructed from the slides and mp3 available at raphkoster.com.
This document contains 8 photo credits from various photographers and suggests that the reader may be inspired to create their own Haiku Deck presentation on SlideShare. It lists photographers luisete, MarionIon, jlastras, Josefa Esteve, Pesadillas Gourmandas, Sin Amigos, Juampe López, and [flype] and encourages the viewer to get started making their own presentation.
- Africa Sabé Dausà is a lighting designer and architect based in Barcelona. She received a Master's in Lighting Design from the Universitat Politècnica de Catalunya and has worked on various lighting installation art projects and competitions.
- Currently, she works as a lighting designer at Santa & Cole Projects Department, where she has helped develop outdoor lighting projects and proposals.
- Her goal is to continue learning and gaining experience in the field of lighting design in order to one day call herself a full Lighting Designer.
The document contains 4 memos from a company to an employee regarding unauthorized absences from work.
The first memo notes that the employee was absent from specific dates without permission and their requested leave was approved, but they are advised not to repeat unauthorized absences.
The second warns that absence from other specified dates is considered unauthorized absenteeism.
The third confirms a telegram was sent telling the employee to report for duty, and their absence from additional dates is viewed as misconduct requiring a written explanation for potential disciplinary action.
The fourth also addresses absence without permission, says it has become habitual misconduct, and again requires an explanation to avoid severe disciplinary action.
Electric vehicle and photovoltaic advanced roles in enhancing the financial p...IJECEIAES
Climate change's impact on the planet forced the United Nations and governments to promote green energies and electric transportation. The deployments of photovoltaic (PV) and electric vehicle (EV) systems gained stronger momentum due to their numerous advantages over fossil fuel types. The advantages go beyond sustainability to reach financial support and stability. The work in this paper introduces the hybrid system between PV and EV to support industrial and commercial plants. This paper covers the theoretical framework of the proposed hybrid system including the required equation to complete the cost analysis when PV and EV are present. In addition, the proposed design diagram which sets the priorities and requirements of the system is presented. The proposed approach allows setup to advance their power stability, especially during power outages. The presented information supports researchers and plant owners to complete the necessary analysis while promoting the deployment of clean energy. The result of a case study that represents a dairy milk farmer supports the theoretical works and highlights its advanced benefits to existing plants. The short return on investment of the proposed approach supports the paper's novelty approach for the sustainable electrical system. In addition, the proposed system allows for an isolated power setup without the need for a transmission line which enhances the safety of the electrical network
ACEP Magazine edition 4th launched on 05.06.2024Rahul
This document provides information about the third edition of the magazine "Sthapatya" published by the Association of Civil Engineers (Practicing) Aurangabad. It includes messages from current and past presidents of ACEP, memories and photos from past ACEP events, information on life time achievement awards given by ACEP, and a technical article on concrete maintenance, repairs and strengthening. The document highlights activities of ACEP and provides a technical educational article for members.
DEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODELgerogepatton
As digital technology becomes more deeply embedded in power systems, protecting the communication
networks of Smart Grids (SG) has emerged as a critical concern. Distributed Network Protocol 3 (DNP3)
represents a multi-tiered application layer protocol extensively utilized in Supervisory Control and Data
Acquisition (SCADA)-based smart grids to facilitate real-time data gathering and control functionalities.
Robust Intrusion Detection Systems (IDS) are necessary for early threat detection and mitigation because
of the interconnection of these networks, which makes them vulnerable to a variety of cyberattacks. To
solve this issue, this paper develops a hybrid Deep Learning (DL) model specifically designed for intrusion
detection in smart grids. The proposed approach is a combination of the Convolutional Neural Network
(CNN) and the Long-Short-Term Memory algorithms (LSTM). We employed a recent intrusion detection
dataset (DNP3), which focuses on unauthorized commands and Denial of Service (DoS) cyberattacks, to
train and test our model. The results of our experiments show that our CNN-LSTM method is much better
at finding smart grid intrusions than other deep learning algorithms used for classification. In addition,
our proposed approach improves accuracy, precision, recall, and F1 score, achieving a high detection
accuracy rate of 99.50%.
TIME DIVISION MULTIPLEXING TECHNIQUE FOR COMMUNICATION SYSTEMHODECEDSIET
Time Division Multiplexing (TDM) is a method of transmitting multiple signals over a single communication channel by dividing the signal into many segments, each having a very short duration of time. These time slots are then allocated to different data streams, allowing multiple signals to share the same transmission medium efficiently. TDM is widely used in telecommunications and data communication systems.
### How TDM Works
1. **Time Slots Allocation**: The core principle of TDM is to assign distinct time slots to each signal. During each time slot, the respective signal is transmitted, and then the process repeats cyclically. For example, if there are four signals to be transmitted, the TDM cycle will divide time into four slots, each assigned to one signal.
2. **Synchronization**: Synchronization is crucial in TDM systems to ensure that the signals are correctly aligned with their respective time slots. Both the transmitter and receiver must be synchronized to avoid any overlap or loss of data. This synchronization is typically maintained by a clock signal that ensures time slots are accurately aligned.
3. **Frame Structure**: TDM data is organized into frames, where each frame consists of a set of time slots. Each frame is repeated at regular intervals, ensuring continuous transmission of data streams. The frame structure helps in managing the data streams and maintaining the synchronization between the transmitter and receiver.
4. **Multiplexer and Demultiplexer**: At the transmitting end, a multiplexer combines multiple input signals into a single composite signal by assigning each signal to a specific time slot. At the receiving end, a demultiplexer separates the composite signal back into individual signals based on their respective time slots.
### Types of TDM
1. **Synchronous TDM**: In synchronous TDM, time slots are pre-assigned to each signal, regardless of whether the signal has data to transmit or not. This can lead to inefficiencies if some time slots remain empty due to the absence of data.
2. **Asynchronous TDM (or Statistical TDM)**: Asynchronous TDM addresses the inefficiencies of synchronous TDM by allocating time slots dynamically based on the presence of data. Time slots are assigned only when there is data to transmit, which optimizes the use of the communication channel.
### Applications of TDM
- **Telecommunications**: TDM is extensively used in telecommunication systems, such as in T1 and E1 lines, where multiple telephone calls are transmitted over a single line by assigning each call to a specific time slot.
- **Digital Audio and Video Broadcasting**: TDM is used in broadcasting systems to transmit multiple audio or video streams over a single channel, ensuring efficient use of bandwidth.
- **Computer Networks**: TDM is used in network protocols and systems to manage the transmission of data from multiple sources over a single network medium.
### Advantages of TDM
- **Efficient Use of Bandwidth**: TDM all
CHINA’S GEO-ECONOMIC OUTREACH IN CENTRAL ASIAN COUNTRIES AND FUTURE PROSPECTjpsjournal1
The rivalry between prominent international actors for dominance over Central Asia's hydrocarbon
reserves and the ancient silk trade route, along with China's diplomatic endeavours in the area, has been
referred to as the "New Great Game." This research centres on the power struggle, considering
geopolitical, geostrategic, and geoeconomic variables. Topics including trade, political hegemony, oil
politics, and conventional and nontraditional security are all explored and explained by the researcher.
Using Mackinder's Heartland, Spykman Rimland, and Hegemonic Stability theories, examines China's role
in Central Asia. This study adheres to the empirical epistemological method and has taken care of
objectivity. This study analyze primary and secondary research documents critically to elaborate role of
china’s geo economic outreach in central Asian countries and its future prospect. China is thriving in trade,
pipeline politics, and winning states, according to this study, thanks to important instruments like the
Shanghai Cooperation Organisation and the Belt and Road Economic Initiative. According to this study,
China is seeing significant success in commerce, pipeline politics, and gaining influence on other
governments. This success may be attributed to the effective utilisation of key tools such as the Shanghai
Cooperation Organisation and the Belt and Road Economic Initiative.
Advanced control scheme of doubly fed induction generator for wind turbine us...IJECEIAES
This paper describes a speed control device for generating electrical energy on an electricity network based on the doubly fed induction generator (DFIG) used for wind power conversion systems. At first, a double-fed induction generator model was constructed. A control law is formulated to govern the flow of energy between the stator of a DFIG and the energy network using three types of controllers: proportional integral (PI), sliding mode controller (SMC) and second order sliding mode controller (SOSMC). Their different results in terms of power reference tracking, reaction to unexpected speed fluctuations, sensitivity to perturbations, and resilience against machine parameter alterations are compared. MATLAB/Simulink was used to conduct the simulations for the preceding study. Multiple simulations have shown very satisfying results, and the investigations demonstrate the efficacy and power-enhancing capabilities of the suggested control system.
Embedded machine learning-based road conditions and driving behavior monitoringIJECEIAES
Car accident rates have increased in recent years, resulting in losses in human lives, properties, and other financial costs. An embedded machine learning-based system is developed to address this critical issue. The system can monitor road conditions, detect driving patterns, and identify aggressive driving behaviors. The system is based on neural networks trained on a comprehensive dataset of driving events, driving styles, and road conditions. The system effectively detects potential risks and helps mitigate the frequency and impact of accidents. The primary goal is to ensure the safety of drivers and vehicles. Collecting data involved gathering information on three key road events: normal street and normal drive, speed bumps, circular yellow speed bumps, and three aggressive driving actions: sudden start, sudden stop, and sudden entry. The gathered data is processed and analyzed using a machine learning system designed for limited power and memory devices. The developed system resulted in 91.9% accuracy, 93.6% precision, and 92% recall. The achieved inference time on an Arduino Nano 33 BLE Sense with a 32-bit CPU running at 64 MHz is 34 ms and requires 2.6 kB peak RAM and 139.9 kB program flash memory, making it suitable for resource-constrained embedded systems.
International Conference on NLP, Artificial Intelligence, Machine Learning an...gerogepatton
International Conference on NLP, Artificial Intelligence, Machine Learning and Applications (NLAIM 2024) offers a premier global platform for exchanging insights and findings in the theory, methodology, and applications of NLP, Artificial Intelligence, Machine Learning, and their applications. The conference seeks substantial contributions across all key domains of NLP, Artificial Intelligence, Machine Learning, and their practical applications, aiming to foster both theoretical advancements and real-world implementations. With a focus on facilitating collaboration between researchers and practitioners from academia and industry, the conference serves as a nexus for sharing the latest developments in the field.
Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...IJECEIAES
Medical image analysis has witnessed significant advancements with deep learning techniques. In the domain of brain tumor segmentation, the ability to
precisely delineate tumor boundaries from magnetic resonance imaging (MRI)
scans holds profound implications for diagnosis. This study presents an ensemble convolutional neural network (CNN) with transfer learning, integrating
the state-of-the-art Deeplabv3+ architecture with the ResNet18 backbone. The
model is rigorously trained and evaluated, exhibiting remarkable performance
metrics, including an impressive global accuracy of 99.286%, a high-class accuracy of 82.191%, a mean intersection over union (IoU) of 79.900%, a weighted
IoU of 98.620%, and a Boundary F1 (BF) score of 83.303%. Notably, a detailed comparative analysis with existing methods showcases the superiority of
our proposed model. These findings underscore the model’s competence in precise brain tumor localization, underscoring its potential to revolutionize medical
image analysis and enhance healthcare outcomes. This research paves the way
for future exploration and optimization of advanced CNN models in medical
imaging, emphasizing addressing false positives and resource efficiency.
Using recycled concrete aggregates (RCA) for pavements is crucial to achieving sustainability. Implementing RCA for new pavement can minimize carbon footprint, conserve natural resources, reduce harmful emissions, and lower life cycle costs. Compared to natural aggregate (NA), RCA pavement has fewer comprehensive studies and sustainability assessments.