Alois Heinz

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Alois Heinz [1] Alois P. Heinz,

a German mathematician, computer scientist and professor of CS at Heilbronn University. He received a diplom degree in CS from RWTH Aachen in 1984, a Ph.D. in mathematics, and habilitaion in CS from University of Freiburg in 1990 and 1994 respectively. His reaearch includes machine learning, neural networks and neural trees as descendants of decision trees [2], also applied to evaluation of a alpha-beta search as generalization of lazy evaluation [3] [4].

Selected Publications#

[5] [6] [7]

1990 …#

• Alois Heinz (1990). Analyse der Grenzen und Möglichkeiten schneller Tableauoptimierung. Ph.D. thesis, University of Freiburg, advisor Thomas Ottmann (German)
• Alois Heinz (1990). Finding Two-Tree-Factor Elements of Tableau-Defined Monoids in Time O(n³). ICCI 1990 [8]
• Alois Heinz, Christoph Hense (1993). Bootstrap learning of α-β-evaluation functions. ICCI 1993, pdf
• Alois Heinz (1994). Efficient Neural Net α-β-Evaluators. ICANN ’94, citeseerx
• Alois Heinz (1994). Fast bounded smooth regression with lazy neural trees. ICNN 1994
• Alois Heinz (1995). Pipelined Neural Tree Learning by Error Forward-Propagation. ICNN 1995
• Alois Heinz, Christoph Hense (1995). Tools for Neural Trees. University of Freiburg, Technical Report No. 68

2000 …#

• Alois Heinz (2000). Tree-Structured Neural Networks: Efficient Evaluation of Higher-Order Derivatives and Integrals. IJCNN 2000
• Alois Heinz (2003). Yes, Trees May Have Neurons. Computer Science in Perspective 2003

External Links#

• Alois Heinz | LinkedIn
• The Mathematics Genealogy Project - Alois Heinz
• Prof. Dr. Alois Heinz - Hochschule Heilbronn (German)

References#

1. ↑ Alois Heinz | LinkedIn
2. ↑ Alois Heinz (2003). Yes, Trees May Have Neurons. Computer Science in Perspective 2003
3. ↑ Re: Evaluation by neural network ? by Jay Scott, CCC, November 10, 1997
4. ↑ Alois Heinz (1994). Efficient Neural Net α-β-Evaluators. ICANN ’94, citeseerx
5. ↑ dblp: Alois P. Heinz
6. ↑ University of Freiburg, Department of Computer Science - Technical Reports
7. ↑ Online papers by Jay Scott
8. ↑ Monoid from Wikipedia

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