@inproceedings{holzinger-darwin-lamarck-ea-kdd-2014,
  abstract = {Abstract. Evolutionary Algorithms (EAs) are a fascinating branch of
computational intelligence with much potential for use in many application
areas. The fundamental principle of EAs is to use ideas inspired by the
biological mechanisms observed in nature, such as selection and genetic
changes, to find the best solution for a given optimization problem. Generally,
EAs use iterative processes, by growing a population of solutions selected in a
guided random search and using parallel processing, in order to achieve a
desired result. Such population based approaches, for example particle swarm
and ant colony optimization (inspired from biology), are among the most
popular metaheuristic methods being used in machine learning, along with
others such as the simulated annealing (inspired from thermodynamics). In this
paper, we provide a short survey on the state-of-the-art of EAs, beginning with
some background on the theory of evolution and contrasting the original ideas
of Darwin and Lamarck; we then continue with a discussion on the analogy
between biological and computational sciences, and briefly describe some
fundamentals of EAs, including the Genetic Algorithms, Genetic Programming,
Evolution Strategies, Swarm Intelligence Algorithms (i.e., Particle Swarm
Optimization, Ant Colony Optimization, Bacteria Foraging Algorithms, Bees
Algorithm, Invasive Weed Optimization), Memetic Search, Differential
Evolution Search, Artificial Immune Systems, Gravitational Search Algorithm,
Intelligent Water Drops Algorithm. We conclude with a short description of the
usefulness of EAs for Knowledge Discovery and Data Mining tasks and present
some open problems and challenges to further stimulate research.
},
  added-at = {2015-02-05T12:27:51.000+0100},
  author = {Holzinger, Katharina and Palade, Vasile and Rabadan, Raul and Holzinger, Andreas},
  biburl = {http://www.biblicious.org/bibtex/2b609a544cb74105c17a306d242e0d201/restclient-php},
  booktitle = {Knowledge Discovery and Data Mining, LNCS 8401},
  editor = {Holzinger, A. and Jurisica, I.},
  interhash = {d29d6754e8d659fe719a8ba74a5b1a0a},
  intrahash = {b609a544cb74105c17a306d242e0d201},
  keywords = {test},
  timestamp = {2015-02-05T12:27:51.000+0100},
  title = {Darwin or Lamarck? Future Challenges in Evolutionary Algorithms for Knowledge Discovery and Data Mining
},
  year = 2014
}

@article{journals/corr/NawazHKL13,
  added-at = {2015-02-05T12:27:32.000+0100},
  author = {Nawaz, Waqas and Han, Yongkoo and Khan, Kifayat-Ullah and Lee, Young-Koo},
  biburl = {http://www.biblicious.org/bibtex/235356104b1e64fb13404d9c6925eddf4/restclient-php},
  ee = {http://arxiv.org/abs/1306.1300},
  interhash = {a1d483f18e538ba8feba05261398dbcd},
  intrahash = {35356104b1e64fb13404d9c6925eddf4},
  journal = {CoRR},
  keywords = {test},
  timestamp = {2015-02-05T12:27:32.000+0100},
  title = {Personalized Email Community Detection using Collaborative Similarity Measure.},
  url = {http://dblp.uni-trier.de/db/journals/corr/corr1306.html#NawazHKL13},
  volume = {abs/1306.1300},
  year = 2013
}

@article{parker2014where,
  abstract = {Here at researchchemicalpark.com we pride ourselves on delivering the best customer service to all existing and potential customers. We are one of the few research chemical sites that have a dedicated customer support line. Customers can call us free on during office hours (10am-4pm GMT) and one of our dedicated support team will be on hand to help. We are also reachable 24/7 via email at info@researchchemicalpark.com},
  added-at = {2015-02-05T12:26:31.000+0100},
  author = {scott parker},
  biburl = {http://www.biblicious.org/bibtex/26a2130f50da09fa675c34c0efea4342b/restclient-php},
  description = {www.researchchemicalpark.com is one of the leading websites in the Research Chemicals industry. We are based in the US, UK and China, Cameroun and have outlets worldwide and ship specialist compounds all over Europe. We also offer wholesale powders to the European market and are prices are great too.},
  interhash = {9904d37f9261a6a3e4e8b3fab047163a},
  intrahash = {6a2130f50da09fa675c34c0efea4342b},
  journal = {where you can buy chemicals online cheap at www.researchchemicalpark.com},
  keywords = {test},
  month = {December},
  number = 1,
  pages = 5,
  timestamp = {2015-02-05T12:26:31.000+0100},
  title = {where you can buy research chemicals online cheap},
  url = {http://www.researchchemicalpark.com},
  year = 2014
}

@article{saundersjames2005prevent,
  added-at = {2015-02-05T10:31:45.000+0100},
  author = {sau anders james},
  biburl = {http://www.biblicious.org/bibtex/2b543f59ac6a8bf4c47931fc2e5792c15/restclient-php},
  interhash = {bd0129ff6010485a462c461e1075e989},
  intrahash = {b543f59ac6a8bf4c47931fc2e5792c15},
  keywords = {document test},
  timestamp = {2015-02-05T12:30:06.000+0100},
  title = {Skin Care Tips To Prevent Wrinkles That Is Developing},
  url = {http://www.powerfulskincaresolution.com/my-unbiased-review-on-eyeserum-vitamin-c-serum/},
  year = 2005
}

