ZD_2_16 — Federated Learning & Privacy-Preserving ML

Federated learning (FL) is a machine learning paradigm in which a model is trained across multiple decentralized devices or servers holding local data samples, without exchanging the raw data — the model comes to the dat

H_3_08 — Ethnobotanical Knowledge Loss and Biocultural Extinction

An estimated 80% of the world's population relies at least partially on traditional plant-based medicine (WHO estimate), and approximately 25% of modern pharmaceutical drugs are derived from or inspired by compounds firs

H_4_26 — Intellectual Property and Biopiracy: Patenting Traditional Knowledge

Biopiracy — the appropriation of traditional knowledge, biological resources, and genetic materials from indigenous and local communities by corporations, researchers, or governments, typically without adequate consent,

P_1_15 — Philosophy of Information: Floridi, Digital Ethics, and the Infosphere

The philosophy of information (PI) is a relatively young branch of philosophy that investigates the conceptual nature and basic principles of information, including its dynamics (computation, information flow), its utili

P_1_12 — Philosophy of Perception: Qualia, Illusion, and Direct Realism

The philosophy of perception investigates the nature, objects, and epistemological status of perceptual experience — asking what we are aware of when we see, hear, touch, taste, or smell the world, and how perceptual exp

P_2_07 — Ethics of Knowledge and Epistemic Justice

Epistemic justice — fairness in the production, distribution, and recognition of knowledge — has become one of the most active areas of contemporary philosophy. Miranda Fricker (Epistemic Injustice, 2007) identified two

ZE_4_08 — Ethics of Archaeology and Cultural Heritage

The ethics of archaeology and cultural heritage examines moral obligations surrounding the excavation, ownership, display, and repatriation of cultural materials. The field emerged from a colonial history where Western i

R_5_07 — Ethnobotany: Plants, People, and Traditional Knowledge

Ethnobotany — the study of the relationships between plants and people across cultures and throughout history — documents how human societies have used plants for food, medicine, shelter, textiles, tools, dyes, poisons,

V_1_18 — Ethnomathematics: Mathematics Across Cultures

Ethnomathematics — the study of mathematical ideas, methods, and practices developed by cultural groups outside the Western academic tradition — was formalized as a field by Ubiratan D'Ambrosio (Brazil, 1985), who argued

V_4_16 — Mathematical Visualization: From Graphs to Virtual Reality

Mathematical visualization — the creation of visual representations of mathematical objects, relationships, and data — serves as both a tool for discovery and a medium for communication, transforming abstract mathematica

V_2_21 — Topology Applications in Science

Topology — the branch of mathematics concerned with properties preserved under continuous deformation (stretching, bending, twisting, but not tearing or gluing) — has transformed from an abstract mathematical discipline

A_4_28 — Nihon Shoki: Japan's Chronicle of Gods and Sovereigns

The Nihon Shoki (日本書紀, "Chronicles of Japan," also known as Nihongi) is the second-oldest extant Japanese historical text (after the Kojiki, 712 CE), completed in 720 CE under the supervision of Prince Toneri (舎人親王, 676–

U_5_22 — Cultural Heritage: Preservation, Repatriation, and Living Traditions

Cultural heritage encompasses the tangible and intangible expressions of human civilization — monuments, artifacts, languages, rituals, oral traditions, traditional knowledge systems — that communities identify as inheri

ZH_4_13 — African Stellar Calendars: Borana, Mursi, Tswana

African stellar calendars represent some of the most sophisticated naked-eye observational systems in the ethnographic record, yet remain among the least studied in archaeoastronomy — a gap that reflects colonial biases

ZH_4_11 — Astronomical Mythology: Why Stars Were Named and Storied

Every known human culture has projected stories, characters, and meaning onto the stars — transforming patterns of light into mythological landscapes inhabited by gods, heroes, animals, and cosmic forces. Astronomical my

ZH_3_00 — Americas Pacific Indigenous: Subfolder Summary

C_1_14 — Dumézil's Trifunctional Hypothesis: Indo-European Social Structure in Myth

Georges Dumézil (1898–1986) was a French comparative mythologist and philologist who proposed that the mythologies, religions, and social institutions of Indo-European-speaking peoples share a common tripartite ideologic

C_1_09 — Storm God Pattern — Thunder, Dragon-Slaying, and Indo-European Myth

The storm god who defeats a chaos serpent/dragon (the Chaoskampf — "chaos-battle") is arguably the most widely distributed mythological motif across Indo-European cultures and beyond. Zeus defeats Typhon, Thor battles Jö

C_4_10 — Mapuche and Patagonian Traditions

The Mapuche people of south-central Chile and southwestern Argentina represent one of the most remarkable cases of indigenous resistance in world history — the only major American group never conquered by the Inca Empire

Z_2_15 — Future of Genomics and Personalized Medicine

Genomics is undergoing a transition from research tool to clinical infrastructure. The cost of whole-genome sequencing (WGS) has plummeted from $2.7 billion (Human Genome Project, 1990–2003) to ~$200 per genome (Illumina