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transformation process » transformation model (Expander búsqueda)
data transformation » mask transformation (Expander búsqueda), a transformation (Expander búsqueda), para transformacion (Expander búsqueda)
1
artículo
Globalization has intensified competition in many markets. To remain competitive, the companies look for satisfying the needs of customers by meeting market requirements. In this context, Process Capability Indices (PCI) play a crucial role in assessing the quality of processes. In the case of non-normal data there are two general approaches based on transformations (Box-Cox and Johnson Transformation) and Percentiles (Pearson’s and Burr’s Distribution Systems). However, previous studies on the comparison of these methods show different conclusions, and thus arises the need to clarify the differences between these methods to implement a proper estimation of these indices. In this paper, a simulation study is made in order to compare the above methods and to propose an appropriate methodology for estimating the PCI in non-normal data. Furthermore, it is concluded that the best method ...
2
artículo
Publicado 2025
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This study addresses rising sustainability demands in the agro-industry by examining how data-driven approaches can reduce inefficiencies, waste, and poor resource use in spinach production. It investigates the impact of Total Productive Maintenance (TPM), First-In–First-Out (FIFO), process standardization, and circular economy practices—enhanced through digital transformation—on operational efficiency in a Peruvian agro-industrial firm. An exploratory case study was conducted using pilot implementations, direct observation, and quantitative analysis. Statistical tools, including Holt–Winters forecasting, were applied to assess the effectiveness of the interventions. Digital technologies supported data collection, traceability, and decision-making. An exploratory case study was conducted using pilot implementations, direct observation, and quantitative analysis. The integration o...
3
artículo
Publicado 2014
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Globalization has intensified competition in many markets. To remain competitive, the companies look for satisfying the needs of customers by meeting market requirements. In this context, Process Capability Indices (PCI) play a crucial role in assessing the quality of processes. In the case of non-normal data there are two general approaches based on transformations (Box-Cox and Johnson Transformation) and Percentiles (Pearson’s and Burr’s Distribution Systems). However, previous studies on the comparison of these methods show different conclusions, and thus arises the need to clarify the differences between these methods to implement a proper estimation of these indices. In this paper, a simulation study is made in order to compare the above methods and to propose an appropriate methodology for estimating the PCI in non-normal data. Furthermore, it is concluded that the best method ...
4
artículo
Publicado 2024
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This study presents Datalyzer, a system designed for data extraction, visualization, and prediction in the mining sector using advanced NLP and machine learning, specifically GPT-3.S Turbo. The system enhances operational efficiency through rigorous data preprocessing and specialized fine-tuning, validated on a simulated mining dataset. Results show significant improvements: data extraction time reduced by 94 % and visualization time by 97.6%. These improvements indicate a transformation in efficiency, usability, and user satisfaction. Despite limitations in data variability and complexity, this pioneering approach highlights the potential of NLP and machine learning in modernizing the mining industry and supporting data-driven decision-making.
5
artículo
Publicado 2020
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Organizations in the current competitive and challenging situation considered organizational process innovation to sustain themselves with competitive advantage and provisioning of high value products to consumers. The current study investigates the role of transformational leadership traits and knowledge management practices on predicting the process innovation in FMCG companies. Data has been collected from the 10 FMCG companies located in major two cities i.e. Lahore and Karachi, Pakistan. Sample of 200 top line managers have been selected by convenience sampling method and adapted itemized questionnaire has been presented to the top management after a brief session of face to face interviews. Response of 170 top line employees has been registered and statistical testing has been done on SPSS 22. Results indicated that the transformational leadership traits has significantly positive ...
6
artículo
Publicado 2020
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Organizations in the current competitive and challenging situation considered organizational process innovation to sustain themselves with competitive advantage and provisioning of high value products to consumers. The current study investigates the role of transformational leadership traits and knowledge management practices on predicting the process innovation in FMCG companies. Data has been collected from the 10 FMCG companies located in major two cities i.e. Lahore and Karachi, Pakistan. Sample of 200 top line managers have been selected by convenience sampling method and adapted itemized questionnaire has been presented to the top management after a brief session of face to face interviews. Response of 170 top line employees has been registered and statistical testing has been done on SPSS 22. Results indicated that the transformational leadership traits has significantly positive ...
7
tesis doctoral
Publicado 2024
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This dissertation investigates the potential improvement of volcanic eruption understanding and forecasting methods by using advanced data processing techniques to analyze large datasets at three target volcanoes (Piton de la Fournaise (PdlF) (France), Sabancaya, and Ubinas (Peru)). The central objective of this study is to search for possible empirical relationships between the pre-eruptive behavior of the accelerated increase in seismic activity using the Failure Forecast Method (FFM) and velocity variations measured by Coda Wave Interferometry (CWI), since both observations are reported to be independently associated with medium damage. The FFM is a deterministic method used to forecast volcanic eruptions using an empirical relationship of increased and accelerated evolution of an observable (e.g., volcano-seismic event rates). The event rates used with FFM in this study were generate...
8
tesis doctoral
Publicado 2024
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This dissertation investigates the potential improvement of volcanic eruption understanding and forecasting methods by using advanced data processing techniques to analyze large datasets at three target volcanoes (Piton de la Fournaise (PdlF) (France), Sabancaya, and Ubinas (Peru)). The central objective of this study is to search for possible empirical relationships between the pre-eruptive behavior of the accelerated increase in seismic activity using the Failure Forecast Method (FFM) and velocity variations measured by Coda Wave Interferometry (CWI), since both observations are reported to be independently associated with medium damage. The FFM is a deterministic method used to forecast volcanic eruptions using an empirical relationship of increased and accelerated evolution of an observable (e.g., volcano-seismic event rates). The event rates used with FFM in this study were generate...
9
objeto de conferencia
Publicado 2023
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The recent growing needs in the global food industry have been demanding an agile and resilient response to continue manufacturing products with the expected quality and food safety. A key element for this is the agility of the quality management of the supply chain, which has been achieved from using a correct quality management data digitization as well as its processing through business analytics and whose results are presented in this business case. A prerequisite to be met was the global standardization of supplier performance evaluation criteria, whose efforts were achieved through the coordination of quality management professionals from France, Italy, the United States, Mexico, Brazil and Chile. With the standardized performance evaluation criteria, the calculation mechanisms were defined, which were later developed by the IT teams through Business Analytics solutions and represe...
10
artículo
Publicado 2025
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The incorporation of morphometric data into cladistic analyses poses methodological challenges, particularly in handling continuous characters and landmark configurations in matrices that include multiple individuals per taxon. Although the program TNT (Tree analysis using New Technology) has integrated functionalities for directly analysing continuous and morphogeometric characters, there remains a need for complementary tools that facilitate data preparation and processing. In this context, we present two open-source applications developed in Python: py_tps2tnt and py_tm2tnt. The former transforms TPS files containing multiple individuals per taxon, performs Procrustes alignments, calculates mean configurations, computes centroid size ranges, allows the selection of inter-landmark distances, and exports various types of data into TNT-compatible formats. The latter, py_tm2tnt, focuses o...
11
artículo
Publicado 2025
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The objective of this research is to design a Data Mart to identify tactical actions and increase the use of POS (points of sale) in the bodega business sector of Lima, Peru. A quantitative approach, using transaction history data, is applied using the Kimball methodology. This involves the ETL (Extract, Transform, Load) process to create a dimensional model and to develop a dashboard to visualize key indicators using Power BI. This solution is expected to improve the detection and analysis of transactional errors, categorized by geographic location and business sector while enhancing decision-making processes. This research improves the transactional flow and digital payment adoption in small businesses, fostering greater financial inclusion in the Peruvian market. Therefore, the methodology and tools to be applied in this research offer a framework as a model for similar contexts, espe...
12
artículo
The way of consuming information and the way we communicate is evolving thanks to advances in technology, the digital transformation breaks new ground in the tourism sector when communicating its services, offers and messages to customers. One of the challenges facing tourism professionals is understanding technological trends to innovate and reinvent their services towards clients. For which we propose a model to adopt the digital transformation in the development of tourist companies. A questionnaire was carried out with 20 managers from the sector with 95% reliability related to customer management, competition and innovation strategy regarding digital transformation; organizational culture and change management regarding business development. The results show that 45% indicate that they rarely keep a record with updated customer data. 35% indicate that they sometimes evaluate busines...
13
artículo
Publicado 2022
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Peruvian auteur cinema has faced problems of distribution and cinematographic exhibition in the windows of massive scope. Most of the exhibition windows have been monopolized by big Hollywood productions. Currently, the mandatory confinement due to COVID-19 has accelerated and materialized a digital transformation process that was under development. That is why the main objective of the research seeks to analyze how the digital transformation in the distribution and exhibition channels contributes to Peruvian auteur cinema. In order to carry out this objective, an interpretative research was conducted with a qualitative data methodology. The selected categories were: auteur cinema, digital transformation and distribution and exhibition channels. Semi-structured interviews were conducted with specialists in marketing and film production. In conclusion, from the perspective of the speciali...
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15
artículo
Publicado 2023
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From one day to the next everything changed; a “Virus” did it. Nature took a break and we had to walk into the future, but the future made us quickly adapt to it and evolve. The Digital Transformation (DT) showed its true face, technologies are constantly evolving, here is Artificial Intelligence (AI), accompanied by the “cloud”, mobility, Blockchain, Big data analytics, etc., Companies They are constantly improving; Face-to-face banking is yesterday, digital banking is today, they work 365 times around the sun, processing transactions made from a cell phone, with fast, efficient connections, programs that chat with us, and all this to improve and “personalize” their services. achieving loyal and captive clients by “managing risk”. The methodology we have carried out focused on a documentary review of literature with scientific bases such as Scopus, Scielo, among others, ...
16
artículo
Publicado 2021
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The article is aimed at researching the content of education getting transformed under the influence of digitization in the pedagogical higher educational institution. Methodologically the research was supported by various theoretical and empirical methods including pedagogical observation, analysis and design, survey data analysis and interpretation. As a result of the study qualitative changes in the following aspects of the educational system have been characterized: content of education, system for assessing the planned learning outcomes, skills of the academic teaching staff, and educational environment. The principal lines of action in acquiring, controlling one's personal information field, and using them jointly in the process of putting the interaction system “teacher – digital information environment – student” into practice have been identified. In conclusion it was sh...
17
artículo
Publicado 2021
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The article is aimed at researching the content of education getting transformed under the influence of digitization in the pedagogical higher educational institution. Methodologically the research was supported by various theoretical and empirical methods including pedagogical observation, analysis and design, survey data analysis and interpretation. As a result of the study qualitative changes in the following aspects of the educational system have been characterized: content of education, system for assessing the planned learning outcomes, skills of the academic teaching staff, and educational environment. The principal lines of action in acquiring, controlling one's personal information field, and using them jointly in the process of putting the interaction system “teacher – digital information environment – student” into practice have been identified. In conclusion it was sh...
18
artículo
Publicado 2025
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Digital transformation and Industry 4.0 represent a revolution in business models, production processes, and information management, driven by the development and application of advanced technologies. This study aimed to explore the state of digital transformation in Peruvian companies from the perspective of their leaders. The research had an exploratory and descriptive scope, with a mixed-methods approach, and focused on identifying the progress of digital transformation processes within organizations. A sample of 20 large companies was considered: 18 located in the Lima region and 2 in the highlands. Through a survey, their management models, human talent, methodologies, and technologies used were analyzed. The results revealed that a company’s digital maturity is closely linked to its human capital, digital methodologies, and the technologies it employs. It was also found that the ...
19
artículo
Publicado 2025
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Digital transformation and Industry 4.0 represent a revolution in business models, production processes, and information management, driven by the development and application of advanced technologies. This study aimed to explore the state of digital transformation in Peruvian companies from the perspective of their leaders. The research had an exploratory and descriptive scope, with a mixed-methods approach, and focused on identifying the progress of digital transformation processes within organizations. A sample of 20 large companies was considered: 18 located in the Lima region and 2 in the highlands. Through a survey, their management models, human talent, methodologies, and technologies used were analyzed. The results revealed that a company’s digital maturity is closely linked to its human capital, digital methodologies, and the technologies it employs. It was also found that the ...
20
artículo
Publicado 2020
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The coexistence allows the adaptation of the aggressors and assaulted in school communities through artistic interaction techniques. Due to its transformational value, artivist education allows students to be involved in raising awareness of their environment as well as themselves. For this reason, the interest of the research was to determine the benefits of artivism in school coexistence. Three studies based on sustainability, school exchange and meaning analysis were carried out in 80 fifth and sixth grade primary students. Measurement scales and the log of experiences were used, from whose data it was obtained that there was greater sustainability of direct and democratic coexistence from the fourth month of experimentation with activities based on artivist education (Experiment 1), as well as effects on school exchange with greater emphasis on the democratic component (Experiment 2)...
