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6 articles for “Prophet”
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A SEIR-Informed Stacked Fusion of Prophet, XGBoost, and LSTM for Ward-Level Epidemic Forecasting in Amravati Municipal Corporation
Abstract: Municipal epidemic preparedness depends on accurate short-horizon forecasts at fine spatial granularity. Ward-level incidence series are typically nonstationary due to changing contact patterns, interventions, reporting delays, and heterogeneous demographic and environmental factors. This paper presents a mathematically formulated hybrid forecasting architecture designed for Amravati Municipal Corporation (AMC). The method decomposes observed incidence into (i) a mechanistic SEIR baseline that enforces epidemiological structure and (ii) a data-driven residual learned using Prophet …
Published in Research & Reviews: Discrete Mathematical Structures · Vol. 13, Issue 1, 2026 · pp. 17–23 Read article
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Unlocking the Healing Powers of Aṣl Khāliṣ (Honey): Exploring Its Functional and Therapeutic Potential
Abstract: Aṣl Khāliṣ (honey) as a natural product has grabbed the attention of researchers as a reciprocal and indispensable remedy. Honey has been used to heal both internal and external ailments for much longer than medicine has existed. Unani scholars have mentioned its action in classical literature as a nutritional agent, as well as a natural food supplement with therapeutic antibacterial, anti-inflammatory, cleansing, deobstruent, lithotryptic, and wound-healing properties. According to contemporary …
Published in Research & Reviews: A Journal of Pharmacognosy · Vol. 12, Issue 3, 2025 · pp. 17–23 Read article
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Contemporary Life of Lady Umm Musa in Islamic History
Abstract: The revision reports the issue of seeing angels by non-prophets, a controversial topic that has sparked debate among scholars. It reviews the views of Islamic scholars on the possibility of non-prophets witnessing angels and the circumstances that might lead to such visions, pointing out the diversity of opinions between those who permit such visions and those who believe they are exclusive to prophets In the linguistic sense, the concept of …
Published in OmniScience: A Multi-disciplinary Journal · Vol. 15, Issue 1, 2025 · pp. 28–33 Read article
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History and Historiography of Origin and Development of Maiduguri Borno State, Nigeria
Abstract: This study discussed the history of Maiduguri as pertain to its growth, economic, educational development and its administrative structure. Materials for the work were mainly retrieved from the library where extant work attributed to some to some scholarly sources were used. The internet was also a useful source as some scholarly papers placed there helped a great deal. In essence, this library research that relied heavily on previous research on …
Published in International Journal of Trends in Humanities · Vol. 2, Issue 1, 2025 · pp. 5–13 Read article
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Hyderabad's Charminar
Abstract: Charminar is a famous landmark in Hyderabad, India. It showcases the city's rich culture and history. Hyderabad founder Muhammad Quli Qutb Shah erected Charminar in 1591. Indo-Islamic architecture with Persian influences. Sultan Qutb Shah built Charminar in 1591. This square edifice with four pillars and intricate carvings is said to honour his wife Bhagmati. Why Charminar was erected is unknown. Many believe Charminar was constructed to celebrate the end of …
Published in International Journal of Architectural Design and Planning · Vol. 3, Issue 2, 2025 · pp. 72–78 Read article
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A Threshold-Weighted Mathematical Fusion Model for Epidemic Outbreak Prediction Using SEIR Residual Dynamics and Cloud-Based Machine Learning
Abstract: Accurate prediction of epidemic outbreaks is critical for effective public health management, resource planning, early warning generation, and timely intervention by municipal authorities. Traditional compartmental models such as Susceptible–Exposed–Infectious–Recovered (SEIR) offer valuable epidemiological insights and mathematical interpretability; however, they may not adequately capture the complex nonlinear relationships present in real-world urban health systems. Conversely, data-driven machine learning techniques can identify hidden patterns in large datasets but often lack epidemiological structure …
Published in Research & Reviews : Journal of Statistics · Vol. 15, Issue 2, 2026 · pp. 12–19 Read article