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  1. Annals of Mathematics and Artificial Intelligence
  2. Annals of Mathematics and Artificial Intelligence : Volume 62
  3. Annals of Mathematics and Artificial Intelligence : Volume 62, Issue 3-4, July 2011
  4. NeVer: a tool for artificial neural networks verification
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Annals of Mathematics and Artificial Intelligence : Volume 80
Annals of Mathematics and Artificial Intelligence : Volume 79
Annals of Mathematics and Artificial Intelligence : Volume 78
Annals of Mathematics and Artificial Intelligence : Volume 77
Annals of Mathematics and Artificial Intelligence : Volume 76
Annals of Mathematics and Artificial Intelligence : Volume 75
Annals of Mathematics and Artificial Intelligence : Volume 74
Annals of Mathematics and Artificial Intelligence : Volume 73
Annals of Mathematics and Artificial Intelligence : Volume 72
Annals of Mathematics and Artificial Intelligence : Volume 71
Annals of Mathematics and Artificial Intelligence : Volume 70
Annals of Mathematics and Artificial Intelligence : Volume 69
Annals of Mathematics and Artificial Intelligence : Volume 68
Annals of Mathematics and Artificial Intelligence : Volume 67
Annals of Mathematics and Artificial Intelligence : Volume 66
Annals of Mathematics and Artificial Intelligence : Volume 65
Annals of Mathematics and Artificial Intelligence : Volume 64
Annals of Mathematics and Artificial Intelligence : Volume 63
Annals of Mathematics and Artificial Intelligence : Volume 62
Annals of Mathematics and Artificial Intelligence : Volume 62, Issue 3-4, July 2011
17th RCRA international workshop on “Experimental evaluation of algorithms for solving problems with combinatorial explosion”
Observation strategies for event detection with incidence on runtime verification: theory, algorithms, experimentation
Experimental evaluation of pheromone models in ACOPlan
Computing weighted solutions in ASP: representation-based method vs. search-based method
Planning in domains with derived predicates through rule-action graphs and local search
Combining probabilistic algorithms, Constraint Programming and Lagrangian Relaxation to solve the Vehicle Routing Problem
Boolean lexicographic optimization: algorithms & applications
Knowledge-based multi-criteria optimization to support indoor positioning
Solving job shop scheduling with setup times through constraint-based iterative sampling: an experimental analysis
NeVer: a tool for artificial neural networks verification
Annals of Mathematics and Artificial Intelligence : Volume 62, Issue 1-2, June 2011
Annals of Mathematics and Artificial Intelligence : Volume 61
Annals of Mathematics and Artificial Intelligence : Volume 60
Annals of Mathematics and Artificial Intelligence : Volume 59
Annals of Mathematics and Artificial Intelligence : Volume 58
Annals of Mathematics and Artificial Intelligence : Volume 57
Annals of Mathematics and Artificial Intelligence : Volume 56
Annals of Mathematics and Artificial Intelligence : Volume 55
Annals of Mathematics and Artificial Intelligence : Volume 54
Annals of Mathematics and Artificial Intelligence : Volume 53
Annals of Mathematics and Artificial Intelligence : Volume 52
Annals of Mathematics and Artificial Intelligence : Volume 51
Annals of Mathematics and Artificial Intelligence : Volume 50
Annals of Mathematics and Artificial Intelligence : Volume 49
Annals of Mathematics and Artificial Intelligence : Volume 48
Annals of Mathematics and Artificial Intelligence : Volume 47
Annals of Mathematics and Artificial Intelligence : Volume 46
Annals of Mathematics and Artificial Intelligence : Volume 45
Annals of Mathematics and Artificial Intelligence : Volume 44
Annals of Mathematics and Artificial Intelligence : Volume 43
Annals of Mathematics and Artificial Intelligence : Volume 42
Annals of Mathematics and Artificial Intelligence : Volume 41
Annals of Mathematics and Artificial Intelligence : Volume 40
Annals of Mathematics and Artificial Intelligence : Volume 39
Annals of Mathematics and Artificial Intelligence : Volume 38
Annals of Mathematics and Artificial Intelligence : Volume 37
Annals of Mathematics and Artificial Intelligence : Volume 36
Annals of Mathematics and Artificial Intelligence : Volume 35
Annals of Mathematics and Artificial Intelligence : Volume 34
Annals of Mathematics and Artificial Intelligence : Volume 33
Annals of Mathematics and Artificial Intelligence : Volume 32
Annals of Mathematics and Artificial Intelligence : Volume 31
Annals of Mathematics and Artificial Intelligence : Volume 30
Annals of Mathematics and Artificial Intelligence : Volume 29
Annals of Mathematics and Artificial Intelligence : Volume 28
Annals of Mathematics and Artificial Intelligence : Volume 27
Annals of Mathematics and Artificial Intelligence : Volume 26
Annals of Mathematics and Artificial Intelligence : Volume 25
Annals of Mathematics and Artificial Intelligence : Volume 24
Annals of Mathematics and Artificial Intelligence : Volume 23
Annals of Mathematics and Artificial Intelligence : Volume 22
Annals of Mathematics and Artificial Intelligence : Volume 21
Annals of Mathematics and Artificial Intelligence : Volume 20
Annals of Mathematics and Artificial Intelligence : Volume 19

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NeVer: a tool for artificial neural networks verification

Content Provider Springer Nature Link
Author Pulina, Luca Tacchella, Armando
Copyright Year 2012
Abstract The adoption of Artificial Neural Networks (ANNs) in safety-related applications is often avoided because it is difficult to rule out possible misbehaviors with traditional analytical or probabilistic techniques. In this paper we present NeVer, our tool for checking safety of ANNs. NeVer encodes the problem of verifying safety of ANNs into the problem of satisfying corresponding Boolean combinations of linear arithmetic constraints. We describe the main verification algorithm and the structure of NeVer. We present also empirical results confirming the effectiveness of NeVer on realistic case studies.
Ending Page 425
Page Count 23
Starting Page 403
File Format PDF
ISSN 10122443
e-ISSN 15737470
Journal Annals of Mathematics and Artificial Intelligence
Issue Number 3-4
Volume Number 62
Language English
Publisher Springer Netherlands
Publisher Date 2012-01-18
Publisher Place Dordrecht
Access Restriction One Nation One Subscription (ONOS)
Subject Keyword Specification and verification (program logics, model checking, etc.) Algorithms and tools for verification Formal methods for adaptive systems Abstraction techniques Formal languages and automata Computer Science Artificial Intelligence (incl. Robotics) Mathematics Statistical Physics, Dynamical Systems and Complexity
Content Type Text
Resource Type Article
Subject Applied Mathematics Artificial Intelligence
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