Explore the evolution of Machine Learning in Graphs, from traditional ML tasks to advanced Graph Neural Networks (GNNs). Discover key concepts like feature engineering, tools like PyG, and types of ML tasks in graphs. Uncover insights into node-level, graph-level, and community-level predictions, an

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Extension teaching methods play a crucial role in facilitating communication and knowledge transfer between rural communities and extension workers. These methods aim to engage, stimulate, and guide learners through the process of acquiring new skills and knowledge. Centurion University in India emp

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Logic, as a normative study, focuses on distinguishing correct reasoning from incorrect. Traditional logic, based on Aristotle's work, emphasized syllogistic reasoning, while modern logic, pioneered by figures like Leibnitz and Russell, employs mathematical methods and symbolic logic for a more adva

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Semi-empirical methods derived from Hartree-Fock theory aim to reduce computational effort by approximating or eliminating electron repulsion integrals. Strategies include introducing adjustable parameters to replace ERI calculations and utilizing zero differential overlap methods like CNDO, INDO, N

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Traditional water treatment methods in various rural communities involve simple techniques such as filtration through winnowing sieves, cloth, clay vessels, and plant materials to remove visible impurities. These methods are used in places like Mali, India, Niger, and Egypt to filter out particles a

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Explore the fundamental concepts of REST API and traditional web applications, including client-server interactions, the role of HTML and HTTP, drawbacks of traditional approaches, the significance of APIs, different types of web APIs, and the principles underlying Representational State Transfer (R

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Chad held a workshop on integrating traditional and complementary medicinal practices into the health system, emphasizing the importance of traditional medicine alongside modern medical care. The presentation highlighted the country's population, reliance on traditional medicine, legal frameworks, a

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This chapter discusses the importance of approaches in the study of comparative politics, categorizing them into traditional and modern perspectives. Traditional approaches include philosophical, historical, and traditional institutional approaches, highlighting their strengths and limitations. Mode

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Dr. Sekagya H. Yahaya discusses the integration of traditional and complementary medicine in Uganda's health system, highlighting types of TCM applications, national policies and regulations, outdated acts of parliament that can be amended, standardization of TCM education, and initiatives to train

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Contraception refers to methods used to prevent unwanted pregnancies, regulate pregnancy timing, and spacing between pregnancies. It is essential for women's reproductive health and can include barrier methods, hormonal methods, emergency contraception, and intrauterine devices. These methods are sa

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Traditional Chinese law is deeply rooted in philosophical principles, particularly Confucian doctrines. The role of law is marginalized, emphasizing harmony and amicable dispute resolution. Judges base decisions on wisdom and experience aligned with Confucian ethics. Legal advisors have low prestige

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The Gambia's National Traditional Medicine Program aims to integrate traditional and complementary medicine practices into the health system. Established in 2001, the program faces challenges in regulating practitioners and ensuring the safety of herbal products. Despite these hurdles, it strives to

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Traditional police methods in America primarily involved patrol officers and investigators, with a focus on deterrence, crime prevention, and solving crimes. However, proactive policing strategies emerged in the 1990s to address the limitations of traditional methods. Patrol remains a crucial aspect

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Numerical methods play a crucial role in solving mathematical problems efficiently through arithmetic operations. This lecture by Dr. Nur Uddin covers the fundamental concepts of numerical methods, emphasizing their importance in engineering problem-solving with the use of modern digital computers.

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Methods of social work encompass various approaches aimed at enhancing social functioning and addressing problems in individuals and communities. These methods are categorized into primary and secondary methods, each serving different purposes in the field. Primary methods involve direct interaction

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The traditional Indigenous calendar in the Arctic is divided into five distinct seasons - Upirngassaq (Early Spring), Upirngaaq (Spring), Aujaq (Summer), Ukiassaaq (Early Fall), Ukiaq (Fall), and Ukiuq (Winter). Each season brings unique changes in sunlight, weather, ice conditions, harvest opportun

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Irish traditional music has a rich history dating back to the ancient times when primitive musical instruments were used for signaling and entertainment. The arrival of the Celts introduced significant instruments like the harp, shaping the musical culture of Ireland. Over the centuries, various tra

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Explore the typical Czech meals like roasted sirloin beef with Czech dumplings, pork with dumplings and sauerkraut, soups, gingerbread, beer, and rolls. Discover the traditional Czech foods enjoyed during holidays such as Christmas cake, fish soup, Easter bread, and more. Learn about the positive an

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Forecasting methods like moving averages and exponential smoothing are essential for analyzing time series data. Averaging methods involve equally weighted observations, while exponential smoothing methods assign unequal weights that decay exponentially. Both methods can be useful for forecasting in

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Explore the importance of traditional skills and tools versus motorized equipment in wilderness management, highlighting safety, cost, resource impacts, and training considerations. The presentation emphasizes the impact of using motorized tools, the challenges faced, and the assumptions surrounding

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Explore the different types of birth control available, including abstinence, hormonal methods, barrier methods, and permanent methods. Learn about the effectiveness rates, how they work, and their pros and cons to make an informed decision about contraception. From hormonal options like pills, patc

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Researchers and policymakers are turning to internet panel surveys as a cost-effective and efficient method to collect data on disability and informal care prevalence. This modern approach offers advantages such as high response rates, speedy data collection, and lower costs compared to traditional

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The ASEAN Guidelines on GMP for Traditional Medicines highlight the Philosophy of Inspection for ensuring quality and safety in traditional medicines and health supplements. The document covers legal terms, audit trail requirements, electronic signature control, and familiar auditor requirements. It

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Exploring the efficiency of traditional and innovative methods in education, questioning their effectiveness, and discussing the use of the cinquian method in literary and linguistic education. The article delves into the juxtaposition of old and new approaches, highlighting the need to strike a bal

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Explore the rich tradition of traditional music in Jordan, ranging from popular folklore to refined artistic compositions. Learn about traditional instruments, the significance of folk music, and cultural events like the Jerash festival and the popular Arab dance, Dabke. Immerse yourself in the vibr

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Celtic Rock music is a modern genre that blends traditional folk music with rock elements. Originating in the 1970s, bands like Thin Lizzy and Runrig popularized this fusion by incorporating instruments like fiddles, bagpipes, and electric guitars. The rhythmic influences of Scottish dances and orna

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The traditional folk music of Jordan encompasses countryside, Bedouin, and marine influences, each with unique characteristics and cultural significance. From vibrant countryside songs to the raw melodies of Bedouin music, and the limited yet distinctive marine music in Aqaba, Jordan's musical lands

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The content discusses various methods for solving systems of equations, including substitution and elimination methods. It presents real-world problems involving money, sales figures, and fishing competitions to demonstrate the application of these methods. Readers will learn how to apply these tech

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Understanding African traditional religion involves exploring the concept of the Supreme God, ancestor worship, witchcraft, magic, sorcery, and divination. This session delves into the relationship between religion, social rituals, and festivals, illustrating how it contributes to social solidarity.

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Understanding procedural decomposition and static methods is essential in programming to reduce redundancy, organize code effectively, and manage complexity. Procedural decomposition involves dividing a problem into methods, while static methods help in code reuse and managing complexity. By designi

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Senior Cryptographer Josh Benaloh of Microsoft Research discusses hand-counted paper, punch cards, and lever machines as common traditional voting methods used in elections. These methods have been employed throughout history to facilitate the voting process and ensure accuracy in the tabulation of

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Traditional Health Practitioners in Mkuranga and Same Districts, Tanzania, shared ethnomedical knowledge on medicinal plants used for cancer management. A total of 25 plant species were identified, with 56% showing brine shrimp toxicity. Potential anti-cancer candidates such as Ochna mossambicensis

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AlSobo is a traditional Egyptian celebration held on the seventh day after a baby's birth. During this event, the newborn is placed in a sieve, followed by ceremonial rituals involving hitting metal objects and reciting prayers. The celebration also includes holding white burning candles and chantin

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Mixed methods research presented by Vanessa Scherman from the University of South Africa explores the development of instruments within a mixed methods framework. The content covers an overview of mixed methods, methodological norms, instrumental development, and closing the loop. It discusses the i

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Cyber media, a merging of cybernetics and media theories, poses challenges to traditional journalism as it transitions to the online realm. With the rise of new media platforms, traditional journalists face uncertainty in adapting to the changing landscape dominated by citizen reporting and social m

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Seed dormancy in sunflowers post-harvest presents challenges, with conventional methods like pre-chilling and pre-heating often inadequate. A recent study in France explored the use of Ethrel treatment as a more effective approach to overcome seed dormancy in sunflower seeds. Preliminary results sug

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Shanghai boasts a diverse array of unique houses blending modern luxury with traditional architecture. From luxury mansions to green houses, the city showcases a mix of styles catering to various lifestyles. Preservation efforts uphold the rich heritage, while innovative designs promote sustainabili

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The transition from Conventional Host Plant Resistance (HPR) to Transgenic Crops for insect resistance in plants has a rich history dating back to the 1790s. Traditional methods like breeding for Hessian fly resistance in wheat have paved the way for modern techniques. Factors influencing insect res

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Adapting a traditional in-person course to an online format posed challenges and opportunities for Professor Chip Nataro at Lafayette College. By utilizing interactive teaching methods, maintaining rapport with students, adapting assessments, and receiving positive feedback, the course successfully

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Exploring alternative assessment methods in academia, this collection showcases innovative approaches adopted by various faculty members to evaluate student learning beyond traditional term papers. Professors from diverse disciplines have implemented creative solutions such as using radio stories to

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