169 10 3135 https://repository.gctu.edu.gh/files/original/80d61bba660dde3b43ae798862ef383a.pdf 88ede1871b0322c679e235636c28acbd Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Graduate School Text A resource consisting primarily of words for reading. Examples include books, letters, dissertations, poems, newspapers, articles, archives of mailing lists. Note that facsimiles or images of texts are still of the genre Text. Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Information-Driven Machine Learning: Data Science as an Engineering Discipline Creator An entity primarily responsible for making the resource Gerald Friedland Subject The topic of the resource Intelligence and Data Science Management Publisher An entity responsible for making the resource available Springer Date A point or period of time associated with an event in the lifecycle of the resource 2023 Format The file format, physical medium, or dimensions of the resource PDF Language A language of the resource English Description An account of the resource This groundbreaking book transcends traditional machine learning approaches by introducing information measurement methodologies that revolutionize the field. Stemming from a UC Berkeley seminar on experimental design for machine learning tasks, these techniques aim to overcome the 'black box' approach of machine learning by reducing conjectures such as magic numbers (hyper-parameters) or model-type bias. Information-based machine learning enables data quality measurements, a priori task complexity estimations, and reproducible design of data science experiments. The benefits include significant size reduction, increased explainability, and enhanced resilience of models, all contributing to advancing the discipline's robustness and credibility. While bridging the gap between machine learning and disciplines such as physics, information theory, and computer engineering, this textbook maintains an accessible and comprehensive style, making complex topics digestible for a broad readership. Information-Driven Machine Learning explores the synergistic harmony among these disciplines to enhance our understanding of data science modeling. Instead of solely focusing on the "how," this text provides answers to the "why" questions that permeate the field, shedding light on the underlying principles of machine learning processes and their practical implications. By advocating for systematic methodologies grounded in fundamental principles, this book challenges industry practices that have often evolved from ideologic or profit-driven motivations. It addresses a range of topics, including deep learning, data drift, and MLOps, using fundamental principles such as entropy, capacity, and high dimensionality. Ideal for both academia and industry professionals, this textbook serves as a valuable tool for those seeking to deepen their understanding of data science as an engineering discipline. Its thought-provoking content stimulates intellectual curiosity and caters to readers who desire more than just code or ready-made formulas. The text invites readers to explore beyond conventional viewpoints, offering an alternative perspective that promotes a big-picture view for integrating theory with practice. Suitable for upper undergraduate or graduate-level courses, this book can also benefit practicing engineers and scientists in various disciplines by enhancing their understanding of modeling and improving data measurement effectively. Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Faculty of IT Business Text A resource consisting primarily of words for reading. Examples include books, letters, dissertations, poems, newspapers, articles, archives of mailing lists. Note that facsimiles or images of texts are still of the genre Text. Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Innovating Ansoff growth strategies in the hotel industry in Ghana Creator An entity primarily responsible for making the resource George K Amoako, Felicia De Heer, Rebecca Baah-Ofori Description An account of the resource In the twenty first century Africa has seen an increased momentum and an infusion of economic vibrancy in various sectors of the economy. In most of the countries there has been the development of a strong private sector participation in business and the application of technology in business is introducing new opportunities. The face of business is changing as the new impetus is redefining new relationships with customers. One major contributor to GDP growth in Africa is Tourism. Africa is endowed with many natural and beautiful tourist attractions. However this natural endowment alone is not enough to bring about growth and revenue so desired by investors. Managers in the Tourism sector must therefore give investors value for money by embarking on innovative growth strategies. Ansoff growth Strategies have been identified in marketing literature to provides insights for understanding and growing businesses … Publisher An entity responsible for making the resource available IGI Global Scientific Publishing Date A point or period of time associated with an event in the lifecycle of the resource 2015 Source A related resource from which the described resource is derived https://scholar.google.com/citations?view_op=view_citation&hl=en&user=hXmr_bYAAAAJ&cstart=20&pagesize=80&citation_for_view=hXmr_bYAAAAJ:5nxA0vEk-isC Language A language of the resource English https://repository.gctu.edu.gh/files/original/be5afb7637afcfddf845b37bee2f897c.pdf 2fb30dd91371a53e8d6efeb4347c7cd9 Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Faculty of IT Business Text A resource consisting primarily of words for reading. Examples include books, letters, dissertations, poems, newspapers, articles, archives of mailing lists. Note that facsimiles or images of texts are still of the genre Text. Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Innovating Business and Education for Sustainable Development Creator An entity primarily responsible for making the resource Arie Hans Verkuil, Uta Milow, Andreas Hinz, Mahmoud Al-Kilani Subject The topic of the resource Sustainable Business Development (SBD) Publisher An entity responsible for making the resource available Springer Date A point or period of time associated with an event in the lifecycle of the resource 2025 Format The file format, physical medium, or dimensions of the resource PDF Rights Information about rights held in and over the resource This work is licensed under a Creative Commons Attribution 4.0 International License Language A language of the resource English Type The nature or genre of the resource Text Description An account of the resource In a world where sustainability is no longer optional, this open access volume explores how business, education, and society can evolve together toward a more resilient and responsible future. This comprehensive volume brings together thought leaders, researchers, and practitioners from around the globe to explore strategies in sustainable marketing and business model innovation. Delving into the circular economy and environmental innovation. Part 1 provides practical frameworks and visionary insights, from digital transformation in Vietnam to regenerative ecosystem thinking and circular breweries. Part 2 turns to the social dimension of sustainability—examining job-related well-being, social ventures with dual missions, and the rise of senior women entrepreneurs in India. From Chinese online platforms in Switzerland to nearshoring in Central Eastern Europe, Part 3 dissects the shifting landscape of sustainable commerce. Part 4 focuses on governance and sustainability reporting. Finally, part 5 highlights transformative approaches to education for economic and sustainable development. With real-world case studies—from IT service-learning in rural South Africa to design thinking in business education—chapters in this part showcase the power of collaboration between universities and businesses to shape future-ready professionals. https://repository.gctu.edu.gh/files/original/09e1a2c28b60304fe801089f50e66127.pdf 99515c0099595484f8c9d152495e636e Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Faculty of IT Business Text A resource consisting primarily of words for reading. Examples include books, letters, dissertations, poems, newspapers, articles, archives of mailing lists. Note that facsimiles or images of texts are still of the genre Text. Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Innovation and marketing in Africa–a Ghanaian perspective Creator An entity primarily responsible for making the resource George K Amoako, Joshua Kofi Doe, Felicia De Heer Description An account of the resource Innovation is a natural part of all human societies. Africans are probably more innovative than other races, if necessity is the mother of inventions, and yet have realised the least benefits from the exploitation of innovation in the performance of marketing and business activities. This paper reviews literature from various sources to throw more light on the issues and challenges that confront the exploitation of innovation and marketing in Africa. Based on the evidence given the paper suggests areas where attention need to be drawn in order to enhance Africa’s ability to exploit innovations and marketing. Publisher An entity responsible for making the resource available Inderscience Publishers Ltd Date A point or period of time associated with an event in the lifecycle of the resource 2014 Source A related resource from which the described resource is derived https://scholar.google.com/citations?view_op=view_citation&hl=en&user=hXmr_bYAAAAJ&cstart=20&pagesize=80&citation_for_view=hXmr_bYAAAAJ:_FxGoFyzp5QC Language A language of the resource English https://repository.gctu.edu.gh/files/original/031454d5a08513501b19b92cf5f3340f.pdf eee1d1574a5a841a35cca548146c9a22 Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Graduate School Text A resource consisting primarily of words for reading. Examples include books, letters, dissertations, poems, newspapers, articles, archives of mailing lists. Note that facsimiles or images of texts are still of the genre Text. Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Innovation Management and New Product Development Third Edition Creator An entity primarily responsible for making the resource Paul trott Publisher An entity responsible for making the resource available Pearson Education Limited Date A point or period of time associated with an event in the lifecycle of the resource 2005 https://repository.gctu.edu.gh/files/original/563abfa3c1e1ef4a1041780cca9fdea8.pdf e4be76b7bb0a49f6338b884d4d425ca7 Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Faculty of Computing and Information Systems Text A resource consisting primarily of words for reading. Examples include books, letters, dissertations, poems, newspapers, articles, archives of mailing lists. Note that facsimiles or images of texts are still of the genre Text. Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Innovations in Cybersecurity Education Creator An entity primarily responsible for making the resource Kevin Daimi, Guillermo Francia III Publisher An entity responsible for making the resource available Springer International Publishing;Springer, Date A point or period of time associated with an event in the lifecycle of the resource 2020 https://repository.gctu.edu.gh/files/original/1c2bfdbaaa05c58f60ebbb071c5a233e.pdf 85fdd4aa759e9a5b54d49c1575f60897 Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Faculty of Engineering Text A resource consisting primarily of words for reading. Examples include books, letters, dissertations, poems, newspapers, articles, archives of mailing lists. Note that facsimiles or images of texts are still of the genre Text. Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Innovative IoT-Based Wristlet for Early COVID-19 Detection and Monitoring Among Students. Creator An entity primarily responsible for making the resource Samuel Akwasi Frimpong, Ayodeji Olalekan Salau, Andrew Quansah, Isaac Hanson, Ruhiya Abubakar, Vincent Yeboah Description An account of the resource Accepted: 4 November 2022 The current global issue of the COVID-19 pandemic has prompted the push and utilization of all available means to halt its spread. COVID-19 is a highly infectious disease, and continuously monitoring early symptoms could help avert catastrophic devastation. This paper proposes an innovative use of the Internet of Things (IoT) enabled system to efficiently and effectively detect early COVID-19 signs at a relatively low cost. This study adopted an experimental approach in designing and constructing a low-cost hardware system using a Wi-Fi enabled microcontroller, a temperature sensor, and a heart rate sensor for students. The proposed system detected and distinguished normal and abnormal temperature, regular and irregular heartbeat and constantly displayed the student's status in a mobile application. Consistent tests proved that the developed IoT-enabled system was reliable, responsive, and cost-effective. The mass production of this device will aid in the early detection of the disease, thereby mitigating the spread among students, particularly in underdeveloped countries. The paper's merit stems from the microcontroller's intelligence programming and the sensor's operation via the mobile application, which enables low-cost early identification of abnormal temperature and heartbeat irregularities. Date A point or period of time associated with an event in the lifecycle of the resource 2022 Source A related resource from which the described resource is derived https://scholar.google.com/citations?view_op=view_citation&hl=en&user=AhSMvB8AAAAJ&citation_for_view=AhSMvB8AAAAJ:ZeXyd9-uunAC Language A language of the resource English https://repository.gctu.edu.gh/files/original/05a325d448c2d96e5e64c7745452fc9e.pdf db1f189fb48a64c11c1f1edef8fd24fa Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource MSc. Logistics and Air Traffic Management Text A resource consisting primarily of words for reading. Examples include books, letters, dissertations, poems, newspapers, articles, archives of mailing lists. Note that facsimiles or images of texts are still of the genre Text. Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Innovative Methods in Logistics and Supply Chain Management Creator An entity primarily responsible for making the resource Prof. Dr. Thorsten Blecker Publisher An entity responsible for making the resource available Epubli Date A point or period of time associated with an event in the lifecycle of the resource 2014 https://repository.gctu.edu.gh/files/original/96c80ead641dc448235c9a61ce2bff4b.pdf db1f189fb48a64c11c1f1edef8fd24fa Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Faculty of IT Business Text A resource consisting primarily of words for reading. Examples include books, letters, dissertations, poems, newspapers, articles, archives of mailing lists. Note that facsimiles or images of texts are still of the genre Text. Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Innovative Methods In Logistics And Supply Chain Management Creator An entity primarily responsible for making the resource Thorsten, Blecker. Wolfgang, Kersten. And Christian, M. Ringle Subject The topic of the resource Procurement, Logistics and Supply Chain Management Publisher An entity responsible for making the resource available Epubli Gmbh Format The file format, physical medium, or dimensions of the resource 2014 Language A language of the resource English https://repository.gctu.edu.gh/files/original/605e85d79ec69a78f9dfa312b99fe94f.pdf f2c213882e134156b4bcddb384f97ed0 Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Faculty of Engineering Text A resource consisting primarily of words for reading. Examples include books, letters, dissertations, poems, newspapers, articles, archives of mailing lists. Note that facsimiles or images of texts are still of the genre Text. Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Innovative Mini 3-Axis Computer Numerical Control (CNC) Machine for the Fabrication of Printed Circuit Boards (PCBs) Creator An entity primarily responsible for making the resource Mohammed Suraj, Ruhiya Abubakar, Gabriel Gidisu Blankson Description An account of the resource In the manufacturing industry of Printed Circuit Boards (PCBs), the quality and reliability of circuits are highly dependent on the accuracy of the manufacturing processes. Etching is the most sensitive process needed in manufacturing processes and needs more accuracy. In cases of etching inaccuracies, severe problems may occur, leading to the degradation of circuit performance and the malfunction of circuits. Date A point or period of time associated with an event in the lifecycle of the resource 2024 Source A related resource from which the described resource is derived https://scholar.google.com/citations?view_op=view_citation&hl=en&user=AhSMvB8AAAAJ&cstart=20&pagesize=80&citation_for_view=AhSMvB8AAAAJ:NMxIlDl6LWMC Language A language of the resource English