<h1>Magdon-Ismail, Malik</h1> <h2>Combined from <a href="https://authors.library.caltech.edu">CaltechAUTHORS</a></h2> <ul> <li>Abu-Mostafa, Yaser and Song, Xubo, el al. (2004) <a href="https://resolver.caltech.edu/CaltechCSTR:2004.002">The Bin Model</a>; <a href="https://doi.org/10.7907/Z9222RR7">10.7907/Z9222RR7</a></li> <li>Magdon-Ismail, Malik and Atiya, Amir F., el al. (2004) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20190702-143758047">On the Maximum Drawdown of a Brownian Motion</a>; Journal of Applied Probability; Vol. 41; No. 1; 147-161; <a href="https://doi.org/10.1239/jap/1077134674">10.1239/jap/1077134674</a></li> <li>Magdon-Ismail, Malik and Chen, Hung-Ching, el al. (2002) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20190702-152246968">The Multilevel Classification Problem and a Monotonicity Hint</a>; ISBN 9783540440253; Intelligent Data Engineering and Automated Learning - IDEAL 2002; 410-415; <a href="https://doi.org/10.1007/3-540-45675-9_61">10.1007/3-540-45675-9_61</a></li> <li>Abu-Mostafa, Yaser S. and Atiya, Amir F., el al. (2001) <a href="https://resolver.caltech.edu/CaltechAUTHORS:ABUieeetnn01a">Introduction to the special issue on neural networks in financial engineering</a>; IEEE Transactions on Neural Networks; Vol. 12; No. 4; 653-656; <a href="https://doi.org/10.1109/TNN.2001.935079">10.1109/TNN.2001.935079</a></li> <li>Magdon-Ismail, Malik and Atiya, Amir (2000) <a href="https://resolver.caltech.edu/CaltechCSTR:2000.005">Some Results Regarding the Estimation of Densities and Random Variate Generation Using Neural Networks</a>; <a href="https://doi.org/10.7907/Z9GB222G">10.7907/Z9GB222G</a></li> <li>Magdon-Ismail, Malik and Atiya, Amir F. (2000) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20111128-151723698">The Early Restart Algorithm</a>; Neural Computation; Vol. 12; No. 6; 1303-1312; <a href="https://doi.org/10.1162/089976600300015376">10.1162/089976600300015376</a></li> <li>Magdon-Ismail, Malik (2000) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20111128-133815330">No Free Lunch for Noise Prediction</a>; Neural Computation; Vol. 12; No. 3; 547-564; <a href="https://doi.org/10.1162/089976600300015709">10.1162/089976600300015709</a></li> <li>Çataltepe, Zehra and Abu-Mostafa, Yaser S., el al. (1999) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20111201-140641206">No Free Lunch for Early Stopping</a>; Neural Computation; Vol. 11; No. 4; 995-1009; <a href="https://doi.org/10.1162/089976699300016557">10.1162/089976699300016557</a></li> <li>Magdon-Ismail, Malik and Atiya, Amir (1999) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20160229-162139120">Neural Networks for Density Estimation</a>; ISBN 0-262-11245-0; Advances in Neural Information Processing Systems 11 (NIPS 1998); 522-528</li> <li>Magdon-Ismail, Malik and Nicholson, Alexander, el al. (1998) <a href="https://resolver.caltech.edu/CaltechAUTHORS:MAGprocieee98">Financial markets: very noisy information processing</a>; Proceedings of the IEEE; Vol. 86; No. 11; 2184-2195; <a href="https://doi.org/10.1109/5.726786">10.1109/5.726786</a></li> <li>Magdon-Ismail, Malik and Abu-Mostafa, Yaser S. (1998) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20170408-150548267">Validation of volatility models</a>; Journal of Forecasting; Vol. 17; No. 5-6; 349-368; <a href="https://doi.org/10.1002/(SICI)1099-131X(1998090)17:5/6%3C349::AID-FOR701%3E3.0.CO;2-X">10.1002/(SICI)1099-131X(1998090)17:5/6<349::AID-FOR701>3.0.CO;2-X</a></li> <li>Çataltepe, Zehra and Abu-Mostafa, Yaser S., el al. (1998) <a href="https://resolver.caltech.edu/CaltechCSTR:1998.cs-tr-98-02">No Free Lunch for Early Stopping</a>; <a href="https://doi.org/10.7907/Z9B8565P">10.7907/Z9B8565P</a></li> <li>Çataltepe, Zehra and Magdon-Ismail, Malik (1998) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20160223-162630923">Incorporating Test Inputs into Learning</a>; ISBN 0-262-10076-2; Advances in Neural Information Processing Systems 10 (NIPS 1997); 437-443</li> </ul>