references.tex

\usepackage{filecontents}
\begin{filecontents}{\jobname.bib}
@book{Alkafi1994,
  author =	 {Al-Khatib Al tabrisi},
  title =	 {{\textarabic{الكافي في العروض والقوافي}}},
  publisher={Elkhangy, Cairo},
  volume={3},
  year = {1994},
  note={\url{http://waqfeya.com/book.php?bid=2373}}
}
@misc{AlQuaed,
  author =	 {Mohamed Al-Metari},
  title =	 {{\textarabic{القواعد العروضية وأحكام القافية العربية , محمد بن فلاح المطيري}}},
  journal = {Gheras Kuwait},
  year = {2004},
  url = {https://archive.org/details/waq63764}
}
@book{Goodfellow-et-al-2016,
    title={Deep Learning},
    author={Ian Goodfellow and Yoshua Bengio and Aaron Courville},
    publisher={MIT Press},
    note={\url{http://www.deeplearningbook.org}},
    year={2016}
}
@article{Zeiler2014,
  author    = {Matthew D. Zeiler and
               Rob Fergus},
  title     = {Visualizing and Understanding Convolutional Networks},
  journal   = {CoRR},
  volume    = {abs/1311.2901},
  year      = {2013},
  url       = {http://arxiv.org/abs/1311.2901},
  archivePrefix = {arXiv},
  eprint    = {1311.2901},
  timestamp = {Mon, 13 Aug 2018 16:48:37 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/ZeilerF13},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{Almuhareb2015,
  title={Recognition of Modern Arabic Poems},
  author={Abdulrahman Almuhareb and Waleed A. Almutairi and Haya Al-Tuwaijri and Abdulelah Almubarak and Marwa Khan},
  journal={JSW},
  year={2015},
  volume={10},
  pages={454-464}
}
@article{Cox2958,
  Author = {Cox, D. R.},
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  Journal = {},
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  Pages = {213--230},
  Keywords = {}
}
@book{DLFundamentals,
  title={Fundamentals of Deep Learning: Designing Next-generation Machine Intelligence Algorithms},
  author={Buduma, N. and Locascio, N.},
  isbn={9781491925614},
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  url={https://books.google.pl/books?id=EZFfrgEACAAJ},
  year={2017},
  publisher={O'Reilly Media}
}
@article{Abuata2016RuleBasedAlgorithm,
author = {Abuata, Belal and Al-Omari, Asma},
year = {2017},
month = {12},
pages = {},
title = {A Rule-Based Algorithm for the Detection of Arud Meter in Classical Arabic Poetry},
volume = {15},
journal = {International Arab Journal of Information Technology}
}
@article{Alnagdawi2013FindingArabicPoemMeter,
author = {Alnagdawi, Mohammad and Rashaideh, Hasan and Aburumman, Ala},
title =	 {Finding Arabic Poem Meter Using Context Free Grammar},
year = {2013},
month = {03},
journal =	 {J. of Commun. {\&} Comput. Eng.},
keywords =	 {arabic poem meter,arud,cfg,context free gramar,expression,regular},
number =	 1,
pages =	 {52-59},
volume =	 3
}
@misc{PoetryEncyclopedia2016,
  title =	 {{\textarabic{المَوسُوعَةُ الشِعْرية}}},
  year =	 2016,
  url =		 {https://poetry.dctabudhabi.ae}
}
@misc{colah,
  author =	 {Colah},
  title =	 {{Understanding Lstm Networks}},
  year =	 2015,
  url =		 {http://colah.github.io/posts/2015-08-Understanding-LSTMs/}
}
@misc{stathis,
	author =	 {Stathis},
	title =	 {{How to read: Character level deep learning}},
	year =	 2017,
	url =		 {https://offbit.github.io/how-to-read/}
}

@INPROCEEDINGS{Mikolov_et_al,
   author = {Tom  Mikolov and Martin Karafi and Luk Burget and Jan ernock and Sanjeev Khudanpur},
   title = {Recurrent neural network based language model},
   pages = {1045--1048},
   booktitle = {Proceedings of the 11th Annual Conference of the
	International Speech Communication Association (INTERSPEECH
	2010)},
   journal = {Proceedings of Interspeech},
   volume = {2010},
   number = {9},
   year = {2010},
   location = {Makuhari, Chiba, JP},
   publisher = {International Speech Communication Association},
   ISBN = {978-1-61782-123-3},
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   language = {english},
   url = {http://www.fit.vutbr.cz/research/view_pub.php?id=9362}
}
@ARTICLE{Bengio_1994, 
author={Y. Bengio and P. Simard and P. Frasconi}, 
journal={IEEE Transactions on Neural Networks}, 
title={Learning long-term dependencies with gradient descent is difficult}, 
year={1994}, 
volume={5}, 
number={2}, 
pages={157-166}, 
keywords={recurrent neural nets;learning (artificial intelligence);numerical analysis;long-term dependencies;gradient descent;recognition;production problems;prediction problems;recurrent neural network training;temporal contingencies;input/output sequence mapping;efficient learning;Recurrent neural networks;Production;Delay effects;Intelligent networks;Neural networks;Discrete transforms;Computer networks;Cost function;Neurofeedback;Displays}, 
doi={10.1109/72.279181}, 
ISSN={1045-9227}, 
month={March}
}
@article{Zaremba_et_al,
  author    = {Wojciech Zaremba and
               Ilya Sutskever and
               Oriol Vinyals},
  title     = {Recurrent Neural Network Regularization},
  journal   = {CoRR},
  volume    = {abs/1409.2329},
  year      = {2014},
  url       = {http://arxiv.org/abs/1409.2329},
  archivePrefix = {arXiv},
  eprint    = {1409.2329},
  timestamp = {Mon, 13 Aug 2018 16:47:17 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/ZarembaSV14},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{Cho_et_al,
  author    = {KyungHyun Cho and
               Bart van Merrienboer and
               Dzmitry Bahdanau and
               Yoshua Bengio},
  title     = {On the Properties of Neural Machine Translation: Encoder-Decoder Approaches},
  journal   = {CoRR},
  volume    = {abs/1409.1259},
  year      = {2014},
  url       = {http://arxiv.org/abs/1409.1259},
  archivePrefix = {arXiv},
  eprint    = {1409.1259},
  timestamp = {Mon, 13 Aug 2018 16:47:23 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/ChoMBB14},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{Hochreiter,
 author = {Hochreiter, Sepp and Schmidhuber, J\"{u}rgen},
 title = {Long Short-Term Memory},
 journal = {Neural Comput.},
 issue_date = {November 15, 1997},
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 month = nov,
 year = {1997},
 issn = {0899-7667},
 pages = {1735--1780},
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 url = {http://dx.doi.org/10.1162/neco.1997.9.8.1735},
 doi = {10.1162/neco.1997.9.8.1735},
 acmid = {1246450},
 publisher = {MIT Press},
 address = {Cambridge, MA, USA},
} 
@misc{Kurt2012AlgorithmForDetectionAnalysis,
  author =	 {Kurt, Atakan and Kara, Mehmet},
  title =	 {{An Algorithm for the Detection and Analysis of Arud Meter in Diwan poetry}},
  year =	 2012,
  doi =		 {10.3906/elk-1010-899},
  journal =	 {Turkish Journal of Electrical Engineering and Computer Sciences},
  keywords =	 {Arabic,Arud,Diwan,Meter,Ottoman,Persian,Poem,Poetry,Prosody,Scansion,Turkish},
  number =	 6,
  pages =	 {948-963},
  volume =	 20
}
@misc{Ethnologue_2017,
  author =	 {Gary F. Simons},
  title =	 {{The 20th Edition of Ethnologue}},
  year =	 2017,
  url =		 {https://www.ethnologue.com/ethnoblog/gary-simons/welcome-21st-edition}
}
@misc{diwan,
  title =	 {{\textarabic{الدّيْوَانُ}}},
  year =	 2013,
  url =		 {https://www.aldiwan.net}
}
@misc{HCILAB_ArabicPoetry_2018,
  title =	 {HCILAB, Arabic Poetry},
  year =	 2018,
  url =		 {https://github.com/hci-lab/ArabicPoetry-1-Private/}
}
@misc{ArabicpoetryDS,
  author =	 {Waleed A. Yousef and Omar M. Ibrahime and Taha M. Madbouly and Moustafa A. Mahmoud
                  and Ali H. El-Kassas and Ali O. Hassan and Abdallah R. Albohy},
  title =	 {{Arabic Poem Comprehensive Dataset}},
  year =	 2018,
  url =		 {https://hci-lab.github.io/ArabicPoetry-1-Private/#APCD}
}
@article{Bengio2003,
 author = {Bengio, Yoshua and Ducharme, R{\'e}jean and Vincent, Pascal and Janvin, Christian},
 title = {A Neural Probabilistic Language Model},
 journal = {J. Mach. Learn. Res.},
 issue_date = {3/1/2003},
 volume = {3},
 month = mar,
 year = {2003},
 issn = {1532-4435},
 pages = {1137--1155},
 numpages = {19},
 url = {http://dl.acm.org/citation.cfm?id=944919.944966},
 acmid = {944966},
 publisher = {JMLR.org},
} 
@article{Collobert_2011,
 author = {Collobert, Ronan and Weston, Jason and Bottou, L{\'e}on and Karlen, Michael and Kavukcuoglu, Koray and Kuksa, Pavel},
 title = {Natural Language Processing (Almost) from Scratch},
 journal = {J. Mach. Learn. Res.},
 issue_date = {2/1/2011},
 volume = {12},
 month = nov,
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 acmid = {2078186},
 publisher = {JMLR.org},
} 
@incollection{Mikolov_2013,
title = {Distributed Representations of Words and Phrases and their Compositionality},
author = {Mikolov, Tomas and Sutskever, Ilya and Chen, Kai and Corrado, Greg S and Dean, Jeff},
booktitle = {Advances in Neural Information Processing Systems 26},
editor = {C. J. C. Burges and L. Bottou and M. Welling and Z. Ghahramani and K. Q. Weinberger},
pages = {3111--3119},
year = {2013},
publisher = {Curran Associates, Inc.},
url = {http://papers.nips.cc/paper/5021-distributed-representations-of-words-and-phrases-and-their-compositionality.pdf}
}
@inproceedings{Pennington_2014,
  author = {Jeffrey Pennington and Richard Socher and Christopher D. Manning},
  booktitle = {Empirical Methods in Natural Language Processing (EMNLP)},
  title = {GloVe: Global Vectors for Word Representation},
  year = {2014},
  pages = {1532--1543},
  url = {http://www.aclweb.org/anthology/D14-1162},
}
@article{Kim_2015,
  author    = {Yoon Kim and
               Yacine Jernite and
               David Sontag and
               Alexander M. Rush},
  title     = {Character-Aware Neural Language Models},
  journal   = {CoRR},
  volume    = {abs/1508.06615},
  year      = {2015},
  url       = {http://arxiv.org/abs/1508.06615},
  archivePrefix = {arXiv},
  eprint    = {1508.06615},
  timestamp = {Mon, 13 Aug 2018 16:46:28 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/KimJSR15},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{Chiu_2015,
  author    = {Jason P. C. Chiu and
               Eric Nichols},
  title     = {Named Entity Recognition with Bidirectional LSTM-CNNs},
  journal   = {CoRR},
  volume    = {abs/1511.08308},
  year      = {2015},
  url       = {http://arxiv.org/abs/1511.08308},
  archivePrefix = {arXiv},
  eprint    = {1511.08308},
  timestamp = {Mon, 13 Aug 2018 16:46:15 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/ChiuN15},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{ijcai_2017,
  author    = {Jinhyuk Lee and Hyunjae Kim and Miyoung Ko and Donghee Choi and Jaehoon Choi and Jaewoo Kang},
  title     = {Name Nationality Classification with Recurrent Neural Networks},
  booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
               Artificial Intelligence, {IJCAI-17}},
  pages     = {2081--2087},
  year      = {2017},
  doi       = {10.24963/ijcai.2017/289},
  url       = {https://doi.org/10.24963/ijcai.2017/289},
}
@misc{Potdar_2017,
  author =	 {Potdar, Kedar and S., Taher and D., Chinmay},
  title =	 {{A Comparative Study of Categorical Variable Encoding Techniques for Neural
                  Network Classifiers}},
  year =	 2017,
  doi =		 {10.5120/ijca2017915495},
  journal =	 {International Journal of Computer Applications},
  keywords =	 {binary},
  number =	 4,
  pages =	 {7-9},
  volume =	 175
}
@misc{Agirrezabal_2017,
  author =	 {Agirrezabal, Manex and Alegria, I{\~{n}}aki and Hulden, Mans},
  title =	 {{A Comparison of Feature-Based and Neural Scansion of Poetry}},
  year =	 2017,
  archiveprefix ={arXiv},
  arxivid =	 {1711.00938},
  file =	 {:Users/taha/Library/Application Support/Mendeley Desktop/Downloaded/Agirrezabal,
                  Alegria, Hulden - 2017 - A Comparison of Feature-Based and Neural Scansion of
                  Poetry.pdf:pdf},
  journal =	 {Ranlp},
  keywords =	 {Bi-LSTM,CRF,Conditional Random Fields,English text,Englsih poetry,RNN,Spanish
                  text,analysis poetic rhythm,char-level,spanish poetry,supervised learning}
}
@article{Adam_2014,
  author    = {Diederik P. Kingma and
               Jimmy Ba},
  title     = {Adam: {A} Method for Stochastic Optimization},
  journal   = {CoRR},
  volume    = {abs/1412.6980},
  year      = {2014},
  url       = {http://arxiv.org/abs/1412.6980},
  archivePrefix = {arXiv},
  eprint    = {1412.6980},
  timestamp = {Mon, 13 Aug 2018 16:47:35 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/KingmaB14},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{Restak_2001,
    title={The Secret Life of the Brain},
    author={Richard, M.D. Restak; David Grubin},
    publisher={Joseph Henry Press},
    year={2001}
}
@book{Rudin_1976,
    title={Principles of Mathematical Analysis},
    author={Walter Rudin},
    publisher={McGraw-Hill Higher Education},
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}

@misc{Pyarabic_2010,
  title={pyarabic, An Arabic language library for Python},
  author={Zerrouki, Taha},
  url={https://pypi.python.org/pypi/pyarabic},
  year={2010}
}
@misc{Wiki_Convex_Function,
  title =	 {Convex Function Wikipedia},
  url =		 {https://en.wikipedia.org/wiki/Convex\_function\#cite\_note-1}
}
@misc{Wiki_Concave_Function,
  title =	 {Concave Function Wikipedia},
  url =		 {https://en.wikipedia.org/wiki/Concave\_function}
}
@misc{Wolfram_Convex,
  title =	 {Wolfram Alpha},
  url =		 {http://mathworld.wolfram.com/ConvexFunction.html}
}
@misc{coursera_dnn,
  title =	 {Andre NG, Coursera Deep Learning Specialization Courses},
  url =		 {https://www.coursera.org/learn/neural-networks-deep-learning/}
}
@misc{Adam_Medium_Article,
  title =	 {Adam latest trends in deep learning optimization, Medium Artical },
  url =		 {https://towardsdatascience.com/adam-latest-trends-in-deep-learning-optimization-6be9a291375c}
}
@misc{Wiki_Overfitting,
  title =	 {Overfitting, Wikipedia page.},
  url =		 {https://en.wikipedia.org/wiki/Overfitting}
}
@misc{Gitrepo_NN_Tikz,
  title =	 {Collection of Latex Tikz figures},
  url =		 {https://github.com/PetarV-/TikZ}
}
@misc{Web_Analyticsvidhya_Regularization,
  title =	 {An Overview of Regularization Techniques in Deep Learning},
  url =		 {https://www.analyticsvidhya.com/blog/2018/04/fundamentals-deep-learning-regularization-techniques/}
}
@misc{Wiki_Verse,
  title =	 {Verse (poetry) Wikipedia},
  url =		 {https://en.wikipedia.org/wiki/Verse\_(poetry)}
}
@misc{Wiki_f1_score,
  title =	 {F1 Score Wikipedia},
  url =		 {https://en.wikipedia.org/wiki/F1\_scorex}
}

@misc{Blog_LSTM,
  title =	 {An example of the architecture of LSTM},
  url =		 {http://www.paddlepaddle.org/documentation/docs/en/0.12.0/howto/rnn/rnn_config_en.html}
}

@article{scikit-learn,
 title={Scikit-learn: Machine Learning in Python},
 author={Pedregosa, F. and Varoquaux, G. and Gramfort, A. and Michel, V.
         and Thirion, B. and Grisel, O. and Blondel, M. and Prettenhofer, P.
         and Weiss, R. and Dubourg, V. and Vanderplas, J. and Passos, A. and
         Cournapeau, D. and Brucher, M. and Perrot, M. and Duchesnay, E.},
 journal={Journal of Machine Learning Research},
 url = {https://scikit-learn.org/stable/modules/generated/sklearn.preprocessing.LabelEncoder.html},
 volume={12},
 pages={2825--2830},
 year={2011}
}

@article{ReimersG17,
  author    = {Nils Reimers and
               Iryna Gurevych},
  title     = {Optimal Hyperparameters for Deep LSTM-Networks for Sequence Labeling
               Tasks},
  journal   = {CoRR},
  volume    = {abs/1707.06799},
  year      = {2017},
  url       = {http://arxiv.org/abs/1707.06799},
  archivePrefix = {arXiv},
  eprint    = {1707.06799},
  timestamp = {Mon, 13 Aug 2018 16:48:25 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/ReimersG17},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}


@inproceedings{Agirrezabal2016MachineLearningMetricalAnalysis,
	title = "Machine Learning for Metrical Analysis of {E}nglish Poetry",
	author = "Agirrezabal, Manex  and Alegria, I{\~n}aki  and Hulden, Mans",
	booktitle = "Proceedings of {COLING} 2016, the 26th International Conference on Computational Linguistics: Technical Papers",
	month = dec,
	year = "2016",
	address = "Osaka, Japan",
	publisher = "The COLING 2016 Organizing Committee",
	url = "https://www.aclweb.org/anthology/C16-1074",
	pages = "772--781",
}


@inproceedings{Tanasescu2016AutomaticClassificationOfPoetryMeterRhyme,
	added-at = {2016-04-22T00:00:00.000+0200},
	author = {Tanasescu, Chris and Paget, Bryan and Inkpen, Diana},
	biburl = {https://www.bibsonomy.org/bibtex/24681714f17bbe07fb451454dc29ec269/dblp},
	booktitle = {FLAIRS Conference},
	editor = {Markov, Zdravko and Russell, Ingrid},
	ee = {http://www.aaai.org/ocs/index.php/FLAIRS/FLAIRS16/paper/view/12923},
	interhash = {0b6d1f425dbe008d328af852f95200fb},
	intrahash = {4681714f17bbe07fb451454dc29ec269},
	isbn = {978-1-57735-756-8},
	keywords = {dblp},
	pages = {244-249},
	publisher = {AAAI Press},
	timestamp = {2018-06-21T11:42:20.000+0200},
	title = {Automatic Classification of Poetry by Meter and Rhyme.},
	year = 2016
}



@inproceedings{Estes2016SupervisedMachineLearningForHybridMeter,
	title={Supervised machine learning for hybrid meter},
	author={Estes, Alex and Hench, Christopher},
	booktitle={Proceedings of the Fifth Workshop on Computational Linguistics for Literature},
	pages={1--8},
	year={2016}
}


@inproceedings{Hopkins2017AutomaticallyGeneratingRhythmic,
	title = "Automatically Generating Rhythmic Verse with Neural Networks",
	author = "Hopkins, Jack  and Kiela, Douwe",
	booktitle = "Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)",
	month = jul,
	year = "2017",
	address = "Vancouver, Canada",
	publisher = "Association for Computational Linguistics",
	url = "https://www.aclweb.org/anthology/P17-1016",
	doi = "10.18653/v1/P17-1016",
	pages = "168--178",
}

@Article{Agirrezabal2017ComparisonFeatureBasedNeural,
	author =	 {Agirrezabal, Manex and Alegria, I{\~{n}}aki and Hulden, Mans},
	title =	 {{A Comparison of Feature-Based and Neural Scansion of Poetry}},
	journal =	 {Ranlp},
	year =	 2017,
	archiveprefix ={arXiv},
	arxivid =	 {1711.00938},
	file =	 {Agirrezabal2017ComparisonFeatureBasedNeural.pdf},
	keywords =	 {Bi-LSTM,CRF,Conditional Random Fields,English text,Englsih poetry,RNN,Spanish
		text,analysis poetic rhythm,char-level,spanish poetry,supervised learning}}



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