EL-RAKHAWI DOCTRINE OF COMPREHENSIVE COGNITIVE AND DATA ENGINEERING FROM CAUSAL NEURO-SYMBOLIC REASONING TO DATA-CENTRIC INFRASTRUCTURES AND AUTO-EVOLUTIONARY AGENTS A COMPREHENSIVE ACADEMIC TREATISE
Identification
- Clé publique
- radar:r-3bd7e1b587cac8d34aa98e585997c496
- Auteurs
- mohamed kamal arafa el-rakhawi
- Année déclarée
- 2026
- Langue déclarée
- en
- Type source
- book
- Première détection
- 2026-11-13T12:38:44.784626+00:00
- Dernière observation des métadonnées
- 2026-11-13T12:38:44.784626+00:00
- Dernière vérification HTTP
- Non effectuée
Résumé documentaire — langue originale
EL-RAKHAWI COMPREHENSIVE COGNITIVE AND DATA ENGINEERING: EXECUTIVE SUMMARY This treatise establishes the El-Rakhawi Doctrine of Comprehensive Cognitive and Data Engineering, unifying three foundational pillars: 1. **Reliable Causal Neuro-Symbolic Foundation Model (RCNS-FM)**: Integrates deep neural representations with knowledge-guided causal reasoning. Prior causal graphs from expert knowledge seed the system, avoiding NP-Hard discovery from scratch. Counterfactual accuracy is replaced by measurable Causal Robustness Tests. 2. **Auto-Evolutionary Agentic Orchestration Architecture (AEAOA)**: Decouples architectural evolution from live execution. NAS/AutoML occurs in Isolated Training Clouds; verified architectures are pushed as updates to deployed agents, preventing computational bankruptcy. 3. **Data-Centric & Compute-Co-Designed Infrastructure (DC3I)**: Aligns data quality with compute resources via Data Mesh, TinyML, and Graceful Degradation Modes. Static thresholds replace costly continuous dynamic reallocation. Four mathematical indices (CRII, AARI, DCIEI) unify under the Comprehensive Cognitive-Data Isomorphism Index (CCDII, 0-1 scale). Released under **CC BY 4.0**: freely available to all humanity. The sole condition is mandatory attribution to **Dr. Mohamed Kamal Arafa El-Rakhawi**, ensuring the scholarly chain of knowledge remains unbroken. Author: Dr. Mohamed Kamal Arafa El-RakhawiDOI: 10.5281/zenodo.23181537
Identifiants
- OPENALEX
- https://openalex.org/W7220690935
- DOI
- 10.5281/zenodo.23181536
Repères documentaires
- Famille documentaire
- Livre
- Types déclarés par les sources
- book
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Description bibliographique du livre
- Date de publication déclarée
- 2026-10-06
Disponibilité non établie
Sources
OpenAlex · Document 1
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mohamed kamal arafa el-rakhawi. EL-RAKHAWI DOCTRINE OF COMPREHENSIVE COGNITIVE AND DATA ENGINEERING FROM CAUSAL NEURO-SYMBOLIC REASONING TO DATA-CENTRIC INFRASTRUCTURES AND AUTO-EVOLUTIONARY AGENTS A COMPREHENSIVE ACADEMIC TREATISE. 2026. https://doi.org/10.5281/zenodo.23181536
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- APA
- mohamed kamal arafa el-rakhawi. (2026). EL-RAKHAWI DOCTRINE OF COMPREHENSIVE COGNITIVE AND DATA ENGINEERING FROM CAUSAL NEURO-SYMBOLIC REASONING TO DATA-CENTRIC INFRASTRUCTURES AND AUTO-EVOLUTIONARY AGENTS A COMPREHENSIVE ACADEMIC TREATISE. https://doi.org/10.5281/zenodo.23181536
- Chicago
- mohamed kamal arafa el-rakhawi. EL-RAKHAWI DOCTRINE OF COMPREHENSIVE COGNITIVE AND DATA ENGINEERING FROM CAUSAL NEURO-SYMBOLIC REASONING TO DATA-CENTRIC INFRASTRUCTURES AND AUTO-EVOLUTIONARY AGENTS A COMPREHENSIVE ACADEMIC TREATISE. 2026. https://doi.org/10.5281/zenodo.23181536
- ISO 690
- mohamed kamal arafa el-rakhawi. EL-RAKHAWI DOCTRINE OF COMPREHENSIVE COGNITIVE AND DATA ENGINEERING FROM CAUSAL NEURO-SYMBOLIC REASONING TO DATA-CENTRIC INFRASTRUCTURES AND AUTO-EVOLUTIONARY AGENTS A COMPREHENSIVE ACADEMIC TREATISE. 2026. https://doi.org/10.5281/zenodo.23181536
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UDTR — Bibliothèque juridique mondiale des droits de la Nature. EL-RAKHAWI DOCTRINE OF COMPREHENSIVE COGNITIVE AND DATA ENGINEERING FROM CAUSAL NEURO-SYMBOLIC REASONING TO DATA-CENTRIC INFRASTRUCTURES AND AUTO-EVOLUTIONARY AGENTS A COMPREHENSIVE ACADEMIC TREATISE. Notice documentaire: https://www.declarationuniverselledesdroitsdelarbre.org/global-rights-of-nature-radar/reference/r-3bd7e1b587cac8d34aa98e585997c496/ · Dernière vérification HTTP : non effectuée
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Source bibliographique / publication d’origine · https://doi.org/10.5281/zenodo.23181536
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