maximum entropy
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2022 ◽  
Author(s):  
Alireza Beygi ◽  
Haralampos Hatzikirou

By applying the principle of maximum entropy, we demonstrate the universality of the spatial distributions of the cone photoreceptors in the retinas of vertebrates. We obtain Lemaître's law as a special case of our formalism.


2022 ◽  
Vol 14 (1) ◽  
pp. 0-0

POS (Parts of Speech) tagging, a vital step in diverse Natural Language Processing (NLP) tasks has not drawn much attention in case of Odia a computationally under-developed language. The proposed hybrid method suggests a robust POS tagger for Odia. Observing the rich morphology of the language and unavailability of sufficient annotated text corpus a combination of machine learning and linguistic rules is adopted in the building of the tagger. The tagger is trained on tagged text corpus from the domain of tourism and is capable of obtaining a perceptible improvement in the result. Also an appreciable performance is observed for news articles texts of varied domains. The performance of proposed algorithm experimenting on Odia language shows its manifestation in dominating over existing methods like rule based, hidden Markov model (HMM), maximum entropy (ME) and conditional random field (CRF).


Author(s):  
Bart De Clerck ◽  
Filip Van Utterbeeck ◽  
Julien Petit ◽  
Ben Lauwens ◽  
Wim Mees ◽  
...  
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