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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Kinesiology taping is a technique utilizing thin, flexible tape to relieve pain, reduce swelling, and provide support to muscles and joints. Introduced by Dr. Kenzo Kase in the 1970s, it includes techniques such as muscle, ligament, fascial, correction, lymphatic drainage, and functional movement te

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Measurement scales play a crucial role in marketing research, with techniques like scaling helping to categorize data. The content discusses four types of measurement scales: nominal, ordinal, interval, and ratio, outlining their characteristics and differences. Scaling techniques involve placing re

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This content explores various techniques used in pharmacognosy and phytochemistry to investigate the metabolic pathways in plants and study the formation of primary and secondary metabolites. Methods such as utilizing radioactive isotopes, tracer techniques, isolated organs/tissues, grafting, and mu

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Currency counterfeiting poses a significant challenge to the financial systems of countries worldwide, impacting economic growth. This study explores various counterfeit detection techniques, emphasizing machine learning and image processing, to enhance accuracy rates in identifying counterfeit curr

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Exploring the development of latent fingerprints through physical and chemical methods, conditions affecting latent prints, and various fingerprint development techniques like visual examination, powder techniques, and chemical techniques. Techniques such as alternate light sources and powder method

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Fact finding techniques play a crucial role in collecting essential data and information for system analysis and design. Techniques include sampling existing documentation, research, observation, questionnaires, interviews, prototyping, and joint requirements planning. Extracting facts accurately is

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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 test techniques in software testing including checklist-based testing, black-box test techniques, decision coverage, statement coverage, and their relationships. Learn how these techniques contribute to effective software testing practices.

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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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Sorting is the process of arranging elements in a specific order, be it ascending or descending, for efficient data access. This content covers internal and external sorting, types of sorting techniques like Bubble Sort and Quick Sort, factors influencing the selection of sorting techniques, efficie

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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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Explore the automation of efficient RAM-model secure computation techniques, including examples such as secure binary search. Discover how traditional solutions using circuit abstractions can be improved for sub-linear time computation through methods like Oblivious RAM. Learn about techniques such

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Urban design techniques play a crucial role in urban improvement by providing concepts and tools for city building. Some of these techniques include the Open Space Technique, Transportation System Technique, Capital Network Technique, Public Policies Technique, Physical Design Technique, Plug-in Tec

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Artificial Intelligence (AI) techniques leverage knowledge representation to achieve generalization, ease of adaptation, and problem-solving capabilities. Knowledge, although voluminous and dynamic, is crucial for developing effective AI solutions. By capturing important properties and enabling adju

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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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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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Electronic information searching requires thorough preparation and the use of various search techniques to retrieve valuable information. This module by Nancy Kamau from Kenya Methodist University covers the process of search preparation, importance of search techniques, and developing effective sea

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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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This seminar conducted at S.M. Patel College of Home Science focused on studying the awareness of garment recycling and techniques adopted by housewives from different socio-economic backgrounds. The study aimed to promote the reuse and reprocessing of textiles to reduce waste. Through data collecti

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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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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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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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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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Forensic radiology, as pioneered by Dr. Nashwa Mahmoud Mostafa, involves the use of radiographic techniques to assist in legal investigations and post-mortem examinations. Beginning with the historical overview of X-rays in forensic science, the field has evolved to utilize advanced imaging technolo

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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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Latent fingerprints are hidden impressions left by the friction ridges of the skin which require physical or chemical techniques for visualization. Factors affecting latent prints include surface type, touch manner, weather, humidity, perspiration, and suspect care. Techniques such as visual examina

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Exploring traditional forest knowledge and its importance to culture, livelihoods, and conservation efforts. The IUFRO Task Force focuses on preserving traditional knowledge, addressing threats, and identifying opportunities for collaboration with modern forest science. Unique features include susta

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Analytical techniques play a crucial role in determining the identification and concentration of chemical substances in pharmaceutical analysis. Techniques range from simple gravimetric analysis to sophisticated methods using specialized instrumentation. Various techniques like gravimetric, titrimet

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Explore the fascinating world of optical microscopy in cellular biology, covering topics such as image formation, contrasting techniques, fluorescence microscopy, live-imaging techniques, and quantitative microscopy. Dive into the principles behind various microscopy techniques and experimental labs

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