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Neural-Symbolic Computing: An Effective Methodology for Principled Integration of Machine Learning and Reasoning.

, , , , , and . CoRR, (2019)

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INFORMys: A Flexible Invoice-Like Form-Reader System., , , and . IEEE Trans. Pattern Anal. Mach. Intell., 20 (7): 730-745 (1998)Inside PageRank, , and . ACM Trans. Internet Technol., 5 (1): 92--128 (February 2005)Data Extraction from Partially Structured Documents., , , and . SEBD, page 191-207. (1995)Decision Trellis Models for Tuple Categorization in Databases., , and . SEBD, page 347-364. STAR - Servizio Tecnografico Area Ricerca CNR, Pisa, (1996)The loading problem for recursive neural networks., and . Neural Networks, 18 (8): 1064-1079 (2005)LYRICS: a General Interface Layer to Integrate AI and Deep Learning., , , and . CoRR, (2019)Scalable pseudo-likelihood estimation in hybrid random fields., , and . KDD, page 319-328. ACM, (2009)A neural network-based model for paper currency recognition and verification., , and . IEEE Trans. Neural Networks, 7 (6): 1482-1490 (1996)Robust combination of neural networks and hidden Markov models for speech recognition., and . IEEE Trans. Neural Networks, 14 (6): 1519-1531 (2003)A Random-Walk Based Scoring Algorithm Applied to Recommender Engines., , and . WEBKDD, volume 4811 of Lecture Notes in Computer Science, page 127-146. Springer, (2006)