An intelligent attention based deep convoluted learning (IADCL) model for smart healthcare security

Scientific Reports, Journal Year: 2025, Volume and Issue: 15(1)

Published: Jan. 8, 2025

In recent times, there has been rapid growth of technologies that have enabled smart infrastructures-IoT-powered grids, cities, and healthcare systems. But these resource-constrained IoT devices cannot be protected by existing security mechanisms against emerging cyber threats. The aim the paper is to present an improved for systems developing architecture IADCL. proposed system employs publicly available datasets such as CIC-IDS 2017, 2018, CIC-Bell DNS 2021, NSL-KDD a robust detection framework. IRKO selects features, reducing feature dimensions hence isolating most relevant attributes. AConBN classifier then accurately classifies normal intrusion traffic. Afterwards, optimization in classification process done SA-HHO algorithm, which provides optimal weight values. Results are IADCL framework detects cyberattacks with high degree accuracy, performance evaluations made based on number key metrics. Conclusively, very good potential protect from

Language: Английский

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Organization Project Management Maturity (OPM3) Implementation, Critical Success Factors and Challenges

International Journal of Theory of Organization and Practice (IJTOP), Journal Year: 2024, Volume and Issue: 3(2), P. 66 - 83

Published: Jan. 11, 2024

1. Abstract Successful projects require appropriate tools and effective management practices. Managers need to have a clear insight into project goals use outstanding skills implement them accordingly. They also must maintain balance between customer satisfaction levels profit maximization goals. The Organizational Project Management Maturity Model (OPM3) is among the critical for generating standardized outcomes in organizational projects. This paper portrays research of OPM3 implementation organizations UAE spotlights impact on organizations. shows that an adaption components will overall performance organization. based both primary data collected from existing surveys secondary gathered through various sources such as journal articles papers illustrate using OPM model, constructed fulfil future needs endorse modification if needed. conclusion was derived pieces evidence illustrates written policies procedures addition excellent can maximize benefits models

Language: Английский

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Technology as a Source of Risk in Remote Work

International Journal of Theory of Organization and Practice (IJTOP), Journal Year: 2024, Volume and Issue: 3(2), P. 119 - 136

Published: Jan. 11, 2024

Many factors led to the adoption of remote working in work place. Existing technologies are identified and readiness organizations UAE utilize them is assessed. The research combined a thorough literature review along with interviews surveys from employees country’s various public private sectors. findings reveal that most companies did have necessary for adopting highly efficient effective way, limited impact on productivity but posing higher risk cyber security threats. After pandemic, majority hybrid system be adopted between office remotely due technological benefits risks.

Language: Английский

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Digital Transformation and SMART: The Trust Factor

International Journal of Theory of Organization and Practice (IJTOP), Journal Year: 2024, Volume and Issue: 3(2), P. 137 - 155

Published: Jan. 11, 2024

Digital transformation known as the application of scientific knowledge. This plays a major role to have technological advancement. The quantitative methodology was used complete this research. study discusses digital gives boom business world because technology with coordination enterprise source planning tends increase customer satisfaction at one end and ensures better improved productivity other end. However, right approach is important it includes high installation cost, security issues employee resistance fear losing job presence. recommendation provided in relation make sound use technologies appropriate smart integration create sustained image market. In addition, good focus helps eliminating trust issues.

Language: Английский

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Robotics Process Automation (RPA) and Project Risk Management

International Journal of Business Analytics and Security (IJBAS), Journal Year: 2023, Volume and Issue: 3(1), P. 74 - 90

Published: May 7, 2023

Abstract The Robotics process is a technological software program to improve digital technology systems. robotic identifies the factors data in security system mitigate risk managing projects. Atisalat renowned company that successfully utilizes their service, and they are pioneer using UAE. By adopting process, have facilitated model development objective of UAE through VISION 2021. Digital transformation project management analyzed change adaptability shift cultural processes both new technologies management. also helps Etisalat secure position 4th strongest brand world. Technological innovation changes network channels. implemented Pega centralized decision engine for implementing best-personalized action address gap professional communication. robots used by support make back-office task 70% faster than before with accuracy. enhances telecommunication systems develops industry related telecommunication. Technology adaptation introduction an RPA improves customer experience serves excellence get revolutionized AI. Society gets accustomed fun.

Language: Английский

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Emotional Intelligence as a Success Factor for Project and Project Manager

International Journal of Business Analytics and Security (IJBAS), Journal Year: 2023, Volume and Issue: 3(1), P. 42 - 55

Published: May 7, 2023

Abstract This research paper examines the importance of emotional intelligence skills for project manager communication and success. The main problem is that number complex projects has increased across different sectors such as aerospace infrastructure. In addition, are in nature each requires certain resources, most companies focus on hiring people based their experience or technical without paying attention to soft skills. gathering various data from primary secondary sources. were collected through formal interviews with three managers ministry health prevention while obtained academic articles e-books. results showed started focusing during last few years only. Also, some consider it an additional skill can add value skills, not important factor On other hand , human resources department confirmed recruiting a high understanding them .Also top-managers mainly organizational performance (50%) .However they must improve listening which represented by 35% sample size, should more creativity empathy enhance interrelationships .

Language: Английский

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Operational Risk Management (ORM) as an Approach to Optimize Sustainability in the Construction Industry

International Journal of Theory of Organization and Practice (IJTOP), Journal Year: 2024, Volume and Issue: 3(2), P. 84 - 98

Published: Jan. 11, 2024

In the contemporary domain, sustainable construction projects are growing in market with advanced standards. With application of new materials and technology construction, there has been an exponential surge risks. The significance risk administration optimizing sustainability ventures is, therefore, augmenting. This thesis assignment was aimed at expanding insights into project-related operational risks sector their management. It requisite to get familiar good practices suggest effective recommendations relating topic. examined management (ORM) as approach optimize industry. assumed archival study secondary analysis construe hypothesis. Data gathering utilized both primary approaches. questionnaire used reinforce research outcomes. involved categorization using a network relationships. results from 10 articles sampled indicated that while most actors understand importance management, role played by ORM improving is not widespread.

Language: Английский

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Handling Projects Under Unprecedented risks: Challenges and Threats

International Journal of Theory of Organization and Practice (IJTOP), Journal Year: 2024, Volume and Issue: 3(2), P. 54 - 65

Published: Jan. 11, 2024

The unprecedented risks pandemic has been the biggest worldwide health crisis in decades. Apart from number of hospitalizations and deaths, led to financial economic downturns business disruptions. current will aim establish implications on projects UAE. main objective research be identify challenges facing UAE determine success risk management. In addition that, focus identifying most impacted project knowledge areas by effectiveness government support help sustain their projects. also address strategies followed managers recover delay caused pandemic. descriptive design deductive approach adopted for study. Simple random sampling method purposive applied selection respondents quantitative qualitative data, respectively. A total 50 5 senior working sample survey interview method, Survey data collected using close-ended online open-ended questionnaire, It is expected that find a significant impact days complete finding reveal resulted inadequate access labor raw materials, thereby resulting this would inform decision policy-makers employ efficient ways addressing issues stability sector.

Language: Английский

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Digital Listener as a tool to enhance Customer Experience in projects

International Journal of Theory of Organization and Practice (IJTOP), Journal Year: 2024, Volume and Issue: 3(2), P. 31 - 53

Published: Jan. 11, 2024

The present study focused on assessing whether customer service enhancement via digital listening leads to satisfaction and loyalty. To achieve this objective, the employed a descriptive research used survey as main data collection method. Notably, findings clearly indicate that customers are highly aware of concept they expect businesses offer them competent high-quality services. Further, failing use up-to-date technologies, difficulty in accessing call centres, centre employees’ inability understand specific needs required by consumers employees provide customizable engagement services some issues associated with strategies. This also focuses implementation Digital Listener technology understanding towards how it may improve professional attitudes between employees. In addition, providing relevant training all regular basis, using technologies facilities, employing big analytic strategies can be companies order effectively enhance care has been improving over past 10 years organization seek for fundamental ways through which adopt implement listeners efficiently. aims at communicating practical theory importance being emphasized different organizations. examines effects Listeners organizations is companies, aim effective product delivery their customers. demonstrates important measures successfulness performance. upholds one tools utilized communication while enhancing reach more consumers. studying analyzing idea implementing Listening new world revealing earning competitive advantage rareness field accounts will help IT consultants advisers GCC region concepts region. Based findings, therefore, approves hypothesis when enhanced properly Thus, concludes maintaining loyalty require careful attention customer’s needs, strategically investigating what able same an manner.

Language: Английский

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Impact of AI TRiSM on Knowledge and Decision Making for Business Executives in the Education Industry

International Journal of Theory of Organization and Practice (IJTOP), Journal Year: 2024, Volume and Issue: 3(2), P. 1 - 15

Published: Jan. 11, 2024

Artificial intelligence, also referred to as AI, allows operations run efficiently, gathers important and relevant data, self-analyses trends for accurate decision making. This research paper focuses on exposing the impact of AI TRiSM in knowledge making business executives education industry. The objectives are investigate impacts industry, explore how we can maximize positive minimize negative problem be identified it that although carries many advantages, not fully aware its capabilities. hypotheses investigates is H1: E-education tools will improve student engagement enhance learning outcomes compared traditional method learning, H2: Business educators’ workload reduced because introduction Various questions asked state truthfulness accuracy both hypotheses. Secondary primary data has been gathered share sufficient insights around topic. all about humanizing technology. However, much want replicate human still at infancy think feel like a human. guarantees robustness, fairness, reliability, effectiveness, privacy, protection models. Many companies have adopted such Google, Netflix, Tesla. In several advantages personalized automation tasks. does disadvantages high cost privacy concern. Several cases globe (UAE, China, USA) reflected well highlight applied education. Through gathering, 2 interviews conducted. 1 from perspective, other educator were 6 during interview. From those responses, was analyzed. Limitations conducting this addressed, followed by recommendations adopting technologies, finally conclusion summarizes whole reflects stated.

Language: Английский

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