James Miller
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View article: Merton’s Unity of Action and Contemplation in Transpersonal Perspective
Merton’s Unity of Action and Contemplation in Transpersonal Perspective Open
Adopting a transdisciplinary approach, with specific emphasis on the post-Jungian transpersonal psychological theories on the ‘Spectrum of Human Consciousness’, this paper introduces a transpersonal psychological thread of understanding of…
View article: Efficient Unsupervised Latency Culprit Ranking in Distributed Traces with GNN and Critical Path Analysis
Efficient Unsupervised Latency Culprit Ranking in Distributed Traces with GNN and Critical Path Analysis Open
Microservices offer the benefits of scalable flexibility and rapid deployment, making them a preferred architecture in today's IT industry. However, their dynamic nature increases their susceptibility to failures, highlighting the need for…
View article: DCNFIS: Deep Convolutional Neuro-Fuzzy Inference System
DCNFIS: Deep Convolutional Neuro-Fuzzy Inference System Open
A key challenge in eXplainable Artificial Intelligence is the well-known tradeoff between the transparency of an algorithm (i.e., how easily a human can directly understand the algorithm, as opposed to receiving a post-hoc explanation), an…
View article: A Systematic Review on Microservice Testing
A Systematic Review on Microservice Testing Open
Microservices have emerged to change software architecture into a style of loosely coupled facilities cooperating via a lightweight way. This architecture makes a more scalable and resilient artifact that is easier to evolve and deploy. Ho…
View article: Integrated-Block: A New Combination Model to Improve Web Page Segmentation
Integrated-Block: A New Combination Model to Improve Web Page Segmentation Open
Context: Web page segmentation methods have been used for different purposes such as web page classification and content analysis. These methods categorize a web page into different blocks, where each block contains similar components. Obj…
View article: A New Semantic Approach to Improve Webpage Segmentation
A New Semantic Approach to Improve Webpage Segmentation Open
Webpage analysis is carried out for various purposes such as webpage segmentation. The goal of webpage segmentation is to divide a page into blocks that have similar elements. A fusion approach that combines different analyses is required …
View article: TabReformer: Unsupervised Representation Learning for Erroneous Data Detection
TabReformer: Unsupervised Representation Learning for Erroneous Data Detection Open
Error detection is a crucial preliminary phase in any data analytics pipeline. Existing error detection techniques typically target specific types of errors. Moreover, most of these detection models either require user-defined rules or amp…
View article: Asterisk
Asterisk Open
Labeling datasets is one of the most expensive bottlenecks in data preprocessing tasks in machine learning. Therefore, organizations, in many domains, are applying weak supervision to produce noisy labels. However, since weak supervision r…
View article: Towards A Lean Innovative Approach to Rethinking Employees Turnover. Surviving with Less-Knowledge, but not Knowledge-less: A Case Study
Towards A Lean Innovative Approach to Rethinking Employees Turnover. Surviving with Less-Knowledge, but not Knowledge-less: A Case Study Open
Regardless of title, authority level, or position in the organization hierarchy, each employee in any firm has unique knowledge that no other employee may possess. What happens when the employees with critical knowledge leave? What are the…
View article: Systems approach to improved facility energy performance
Systems approach to improved facility energy performance Open
The Department of Defense (DoD) is interested in improving its facilities to enhance energy performance and improve mold and mildew mitigation.This research effort used a pair of administrative facilities (Bldgs 1540A&B) at Fort Detrick, M…
View article: Automated Testing of Motion-based Events in Mobile Applications
Automated Testing of Motion-based Events in Mobile Applications Open
Automated test case generation is one of the main\nchallenges in testing mobile applications. This\nchallenge becomes more complicated when the\napplication being tested supports motion-based events.\nIn this paper, we propose a novel, hid…
View article: An Automated Testing Framework for Cross-Browser Visual Incompatibility Detection
An Automated Testing Framework for Cross-Browser Visual Incompatibility Detection Open
Due to the rapid evolution of web applications and computer techniques, visual incompatibility of web pages has become a problem across different browsers and platforms influencing the functionality of the web applications. At the present,…
View article: The Emergence of 'Computer Science and Law': The New Legal Paradigm for Law and Policy Practice in the Computational Age of Algorithmic Reasoning and Big Data Practice
The Emergence of 'Computer Science and Law': The New Legal Paradigm for Law and Policy Practice in the Computational Age of Algorithmic Reasoning and Big Data Practice Open
Some thirty years ago “law and economics” emerged as a new paradigm of legal reasoning by providing new legal resolutions to a set a problems that were particularly suited to the application of economics in the legal process. Today algorit…
View article: Deployment of Open Data Kit for Information Management for Various Engineering Projects In Rural, Indonesia
Deployment of Open Data Kit for Information Management for Various Engineering Projects In Rural, Indonesia Open
—Open data kit was used in an Engineering context as a data collection, storage and management tool for diverse data types from irrigation channels, weirs, saturated rice paddies and ephemeral stream catchments in the Eastern Indonesian pr…
View article: Towards an Innovative Validation-Driven Approach to Lean Product Development
Towards an Innovative Validation-Driven Approach to Lean Product Development Open
Many software products contain unnecessary functionality. Industrial reports show 45% of the features in analyzed software products are never used. \\ Software-centric organizations have been trying to sustain their competitive advantage b…