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Please predict whether this patent is acceptable.PATENT ABSTRACT: A method and apparatus to comprehend situations for an Emotionally Intelligent Technology-Aided Decision System, and more particularly, with an improved auto regression architecture and method for sporadic, heterogeneous, multimodal, unlabeled, unstructured, sequential data. Auto-regression architecture is used to abstract unlabeled, data with a layered approach involving co-occurrence matrix generation, vectoring, clustering, pattern finding, and trimming techniques combined together.