Selected Publications

For a complete list of publications, please check my Google Scholar

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Efficient Graphlet Counting for Large Networks

Nesreen K. Ahmed, Jennifer Neville, Ryan A. Rossi, Nick Duffield
Conference Papers Proceedings of the 15th IEEE International Conference on Data Mining (ICDM), 2015.

BiBTeX

@inproceedings{ahmed2015icdm,
    title={Efficient Graphlet Counting for Large Networks},
    author={Nesreen K. Ahmed and Jennifer Neville and Ryan A. Rossi and Nick Duffield},
    booktitle={ICDM},
    pages={1--10},
    year={2015}
}

Network Sampling: From Static to Streaming Graphs

Nesreen K. Ahmed, Jennifer Neville, Ramana Kompella
Journal Paper ACM Transactions on Knowledge Discovery from Data (TKDD), Vol 8, Issue 2, No.7, pp. 1-56, 2014.

BiBTeX

@article{ahmed2014tkdd,
    author = {Ahmed, Nesreen K. and Neville, Jennifer and Kompella, Ramana},
    title = {Network Sampling: From Static to Streaming Graphs},
    journal = {Transactions on Knowledge Discovery from Data (TKDD)},
    volume = {8},
    number = {2},
    month = jun,
    year = {2014},
    issn = {1556-4681},
    pages = {7:1--7:56},
    articleno = {7},
    numpages = {56}
}

Interactive Visual Graph Analytics on the Web

Nesreen K. Ahmed, Ryan A. Rossi
Conference Papers Proceedings of the 9th International AAAI Conference on Web and Social Media (ICWSM), pp. 566-569, 2015.

BiBTeX

@inproceedings{ahmed-icwsm15,
    title = {Interactive Visual Graph Analytics on the Web},
    author = {Nesreen K. Ahmed and Ryan A. Rossi},
    booktitle = {ICWSM},
    pages={566--569},
    year={2015}
}

The Network Data Repository with Interactive Graph Analytics and Visualization

Ryan A. Rossi, Nesreen K. Ahmed
Conference Papers Proceedings of the 29th AAAI Conference on Artificial Intelligence (AAAI), pp. 4292-4293, 2015.

BiBTeX

@inproceedings{networkrepo-aaai14,
    title = {The Network Data Repository with Interactive Graph Analytics and Visualization},
    author={Ryan A. Rossi and Nesreen K. Ahmed},
    booktitle = {AAAI},
    pages = {4292--4293},
    url={http://networkrepository.com},
    year={2015}
}

Role Discovery in Networks

Ryan Rossi, Nesreen K. Ahmed
Journal Paper IEEE Transactions on Knowledge and Data Engineering, pp. 1-20, 2014.

BiBTeX

@article{rossi2014roles,
    title={Role Discovery in Networks},
    author={Ryan A. Rossi and Nesreen K. Ahmed},
    journal={IEEE Transactions on Knowledge and Data Engineering},
    volume={26},
    number={7},
    pages={1--20},
    year={2014},
    publisher={IEEE}
}

Coloring Large Complex Networks

Ryan Rossi, Nesreen K. Ahmed
Journal Paper Social Network Analysis and Mining, pp. 1-51, 2014.

BiBTeX

@article{rossi2014coloring,
    title={Coloring Large Complex Networks},
    author={Ryan A. Rossi and Nesreen K. Ahmed},
    journal={Social Network Analysis and Mining},
    eid={228},
    volume={4},
    number={1},
    pages={1--37},
    year={2014},
    publisher={Springer}
}

An Empirical Comparison of Machine Learning Models for Timeseries Forecasting

Nesreen K. Ahmed, Amir Atiya, Neamat El-Gayar, Hisham El-Shishiny
Journal Paper Econometric Reviews, Taylor and Francis Journals, Special Issue on The Link between Statistical Learning Theory and Econometrics: Applications in Economics, Finance, and Marketing, Vol 29, No 5-6, pp. 594-621, 2010.

BiBTeX

@article{ahmed2010empirical,
    title={An empirical comparison of machine learning models for time series forecasting},
    author={Ahmed, Nesreen K and Atiya, Amir F and Gayar, Neamat El and El-Shishiny, Hisham},
    journal={Journal of Econometric Reviews},
    volume={29},
    number={5-6},
    pages={594--621},
    year={2010},
    publisher={Taylor \& Francis Group}
}

Graph Sample and Hold: A Framework for Big Graph Analytics

Nesreen K. Ahmed, Nick Duffield, Jennifer Neville, Ramana Kompella
Conference PapersThe 20th ACM SIGKDD international conference on Knowledge discovery and data mining (KDD 2014), 2014.

BiBTeX

                                                        @inproceedings{ahmed2014graph,
                                                            title={Graph Sample and Hold: A Framework for Big Graph Analytics},
                                                            author={Ahmed, Nesreen K and Duffield, Nick and Neville, Jennifer and Kompella, Ramana},
                                                            booktitle={SIGKDD},
                                                            pages={1--10},
                                                            year={2014}
                                                        }

Network Sampling Designs for Relational Classification

Nesreen K. Ahmed, Jennifer Neville, Ramana Kompella
Conference PapersThe 6th International AAAI Conference on Weblogs and Social Media (ICWSM 2012), 2012.

BiBTeX

@inproceedings{ahmed2012classification,
    title={Network Sampling Designs for Relational Classification},
    author={Ahmed, N. and Neville, J. and Kompella, R.},
    booktitle={Proceedings of the 6th International AAAI Conference on Weblogs and Social Media},
    year={2012}
}

Space-Efficient Sampling from Social Activity Streams - Best Paper Runner-Up

Nesreen K. Ahmed, Jennifer Neville, Ramana Kompella
Workshop Papers The 1st International Workshop on Big Data, Streams and Heterogeneous Source Mining, (BigMine 2012), Held with KDD, 2012.

BiBTeX

@inproceedings{ahmed12socialnets,
    title={Space-Efficient Sampling from Social Activity Streams},
    author={Ahmed, N. and Neville, J. and Kompella, R.},
    booktitle={SIGKDD BigMine},
    pages={1--8},
    year={2012}
}

Does a Daily Deal Promotion Signal a Distressed Business? An Empirical Investigation of Small Business Survival - MIT Technology Review

Ayman Farahat, Nesreen K. Ahmed, Utpal Dholakia
Workshop Papers The Economics of Web Search and Social Networks Workshop, EWSSN'13, Held with WSDM, 2013.

BiBTeX

@inproceedings{ayman2013ads,
    title={Does a Daily Deal Promotion Signal a Distressed Business? An Empirical Investigation of Small Business Survival},
    author={Farahat, Ayman and Ahmed, Nesreen K and Dholakia, Uptal},
    booktitle={EWSSN WSDM},
    pages={1--8},
    year={2013}
}

Time-Based Sampling of Social Network Activity Graphs

Nesreen K. Ahmed, Fredrick Berchmans, Jennifer Neville, Ramana Kompella
Workshop Papers The 8th Workshop on Mining and Learning with Graphs (MLG 2010), Held with KDD, 2010.

BiBTeX

@inproceedings{ahmed-mlg10,
    title={{Time-based sampling of social network activity graphs}},
    author={Ahmed, N.K. and Berchmans, F. and Neville, J. and Kompella, R.},
    booktitle={Proceedings of the 8th Workshop on Mining and Learning with Graphs},
    pages={1--9},
    year={2010}
}

Reconsidering the Foundations of Network Sampling

Nesreen K. Ahmed, Jennifer Neville, Ramana Kompella
Workshop Papers The 2nd Workshop on Information in Networks (WIN 2010), 2010.

BiBTeX

@inproceedings{ahmed10win,
    title={Reconsidering the Foundations of Network Sampling},
    author={Ahmed, N.K. and Neville, J. and Kompella, R.},
    journal={WIN 10},
    year={2010}
}