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United States COVID-19 Forecast Hub dataset; Scientific Data; Vol.
9; Art. No. 462; PMCID PMC8236414; 10.1038/s41597-022-01517-w
- Yurk, Dominic and Abu-Mostafa, Yaser (2021) County-Specific,
Real-Time Projection of the Effect of Business Closures on the COVID-19
Pandemic; 10.1101/2021.02.10.21251533
- González, Carlos R. and Abu-Mostafa, Yaser S. (2015) Mismatched
Training and Test Distributions Can Outperform Matched Ones; Neural
Computation; Vol. 27; No. 2; 365-387; 10.1162/NECO_a_00697
- Abu-Mostafa, Yaser S. (2012) Machines
that Think for Themselves; Scientific American; Vol. 307; 78-81; 10.1038/scientificamerican0712-78
- Li, Ling and Abu-Mostafa, Yaser S. (2006) Data complexity
in machine learning; 10.7907/Z9319SW2
- Angelova, Anelia; Abu-Mostafa, Yaser S.; et el. (2005) Pruning
training sets for learning of object categories; ISBN 0-7695-2372-2;
Conference on Computer Vision and Pattern Recognition (CVPR ’05),San
Diego, CA, 20-25 June 2005; IEEE: Piscataway, NJ; 494-501; 10.1109/CVPR.2005.283
- Li, Ling; Pratap, Amrit; et el. (2005) Improving
Generalization by Data Categorization; ISBN 978-3-540-29244-9;
Knowledge Discovery in Databases: PKDD 2005; Springer: Berlin; 157-168;
10.1007/11564126_19
- Li, Ling; Martinoli, Alcherio; et el. (2004) Learning
and Measuring Specialization in Collaborative Swarm Systems;
Adaptive Behavior; Vol. 12; No. 3-4; 199-212; 10.1177/105971230401200306
- Abu-Mostafa, Yaser; Song, Xubo; et el. (2004) The Bin
Model; 10.7907/Z9222RR7
- Magdon-Ismail, Malik; Atiya, Amir F.; et el. (2004) On
the Maximum Drawdown of a Brownian Motion; Journal of Applied
Probability; Vol. 41; No. 1; 147-161; 10.1239/jap/1077134674
- Magdon-Ismail, Malik; Atiya, Amir; et el. (2003) The maximum
drawdown of the Brownian motion; ISBN 780376544; IEEE International
Conference on Computational Intelligence for Financial Engineering (CIFE
’03); IEEE: Piscataway, NJ; 243-247; 10.1109/CIFER.2003.1196267
- Li, Ling; Abu-Mostafa, Yaser S.; et el. (2003) CGBoost:
Conjugate Gradient in Function Space; 10.7907/yryfk-z8a36
- Li, Ling; Martinoli, Alcherio; et el. (2002) Emergent
Specialization in Swarm Systems; ISBN 978-3-540-44025-3; Intelligent
Data Engineering and Automated Learning - IDEAL 2002; Springer: Berlin;
261-266; 10.1007/3-540-45675-9_43
- Magdon-Ismail, Malik; Chen, Hung-Ching; et el. (2002) The
Multilevel Classification Problem and a Monotonicity Hint; ISBN
9783540440253; Intelligent Data Engineering and Automated Learning -
IDEAL 2002; Springer: Berlin; 410-415; 10.1007/3-540-45675-9_61
- Abu-Mostafa, Yaser S. (2001) Financial
model calibration using consistency hints; IEEE Transactions on
Neural Networks; Vol. 12; No. 4; 791-808; 10.1109/72.935092
- Abu-Mostafa, Yaser S.; Atiya, Amir F.; et el. (2001) Introduction
to the special issue on neural networks in financial engineering;
IEEE Transactions on Neural Networks; Vol. 12; No. 4; 653-656; 10.1109/TNN.2001.935079
- Al-Mashouq, Khalid; Abu-Mostafa, Yaser; et el. (2001) Minimizing
memory loss in learning a new environment; Neurocomputing; Vol.
38-40; 1051-1057; 10.1016/s0925-2312(01)00400-3
- Çataltepe, Zehra; Abu-Mostafa, Yaser S.; et el. (2001) No Free
Lunch for Early Stopping; 10.7907/Z9B8565P
- Abu-Mostafa, Y. S. and McEliece, R. J. (2000) Maximal
codeword lengths in Huffman codes; Computers and Mathematics with
Applications; Vol. 39; No. 11; 129-134; 10.1016/S0898-1221(00)00119-X
- Song, Xubo; Sill, Joseph; et el. (2000) Image
Recognition in Context: Application to Microscopic Urinalysis; ISBN
0-262-19450-3; Advances in Neural Information Processing Systems 12
(NIPS 1999); MIT Press: Cambridge, MA; 963-969
- Çataltepe, Zehra; Abu-Mostafa, Yaser S.; et el. (1999) No
Free Lunch for Early Stopping; Neural Computation; Vol. 11; No. 4;
995-1009; 10.1162/089976699300016557
- Magdon-Ismail, Malik; Nicholson, Alexander; et el. (1998) Financial
markets: very noisy information processing; Proceedings of the IEEE;
Vol. 86; No. 11; 2184-2195; 10.1109/5.726786
- Magdon-Ismail, Malik and Abu-Mostafa, Yaser S. (1998) Validation
of volatility models; Journal of Forecasting; Vol. 17; No. 5-6;
349-368; 10.1002/(SICI)1099-131X(1998090)17:5/6<349::AID-FOR701>3.0.CO;2-X
- Song, Xubo; Abu-Mostafa, Yaser; et el. (1998) Incorporating
Contextual Information in White Blood Cell Identification; ISBN
0-262-10076-2; Advances in Neural Information Processing Systems 10
(NIPS 1997); MIT Press: Cambrdige, MA; 950-956
- Sill, Joseph and Abu-Mostafa, Yaser S. (1997) Monotonicity
Hints; ISBN 0-262-10065-7; Advances in Neural Information Processing
Systems 9 (NIPS 1996); MIT Press: Cambridge, MA; 634-640
- Sill, Joseph and Abu-Mostafa, Yaser (1997) Monotonicity:
Theory and Implementation; ISBN 978-1-4612-7383-7; Intelligent
Methods in Signal Processing and Communications; Springer: Boston, MA;
129-146; 10.1007/978-1-4612-2018-3_6
- Abu-Mostafa, Yaser S. and Atiya, Amir F. (1996) Introduction
to financial forecasting; Applied Intelligence; Vol. 6; No. 3;
205-213; 10.1007/bf00126626
- Abu-Mostafa, Yaser
- Hints;
Neural Computation; Vol. 7; No. 4; 639-671; 10.1162/neco.1995.7.4.639
- Abu-Mostafa, Yaser S. (1995) Financial
Applications of Learning from Hints; ISBN 0-262-20104-6; Advances in
Neural Information Processing Systems 7; The MIT Press: Cambridge, MA;
411-418
- Abu-Mostafa, Y. S. (1993) An
algorithm for learning from hints; ISBN 0-7803-1422-0; Proceedings
of 1993 International Joint Conference on Neural Networks; IEEE:
Piscataway, NJ; 1653-1656; 10.1109/IJCNN.1993.716969
- Abu-Mostafa, Yaser S. (1993) Hints and the
VC Dimension; Neural Computation; Vol. 5; No. 2; 278-288; 10.1162/neco.1993.5.2.278
- Atiya, Amir and Abu-Mostafa, Yaser S. (1993) An
analog feedback associative memory; IEEE Transactions on Neural
Networks; Vol. 4; No. 1; 117-126; 10.1109/72.182701
- Abu-Mostafa, Yaser S. (1993) A
Method for Learning from Hints; ISBN 1-55860-274-7; Advances in
Neural Information Processing Systems 5 (NIPS 1992); Morgan Kaufmann:
San Mateo, CA; 73-80
- Erlanson, Ruth and Abu-Mostafa, Yaser (1991) Analog
Neural Networks as Decoders; ISBN 1-55860-184-8; Advances in Neural
Information Processing Systems 3; Morgan Kaufmann: San Mateo, CA;
585-588
- Atiya, Amir and Abu-Mostafa, Yaser (1990) A
Method for the Associative Storage of Analog Vectors; ISBN
1-55860-100-7; Advances in Neural Information Processing Systems 2 (NIPS
1989); Morgan Kaufmann: San Mateo, CA; 590-595
- Abu-Mostafa, Yaser S. (1989) Information
theory, complexity and neural networks; IEEE Communications
Magazine; Vol. 27; No. 11; 25-28, 82; 10.1109/35.41397
- Majani, E.; Erlanson, R.; et el. (1989) On
the K-Winners-Take-All Network; ISBN 1-558-60015-9; Advances in
Neural Information Processing Systems 1 (NIPS 1988); Morgan Kaufmann:
San Mateo, CA; 634-642
- Abu-Mostafa, Yaser S. (1989) The
Vapnik-Chervonenkis Dimension: Information versus Complexity in
Learning; Neural Computation; Vol. 1; No. 3; 312-317; 10.1162/neco.1989.1.3.312
- Olafsson, Sverrir and Abu-Mostafa, Yaser S. (1988) The
capacity of multilevel threshold functions; IEEE Transactions on
Pattern Analysis and Machine Intelligence; Vol. 10; No. 2; 277-281; 10.1109/34.3890
- Abu-Mostafa, Yaser S. (1988) Connectivity
Versus Entropy; ISBN 883185695; Neural Information Processing
Systems; American Institute of Physics: New York, NY; 1-8
- Abu-Mostafa, Yaser S. and Psaltis, Demetri (1987) Optical
Neural Computers; Scientific American; Vol. 256; No. 3; 88-95
- Abu-Mostafa, Yaser S. (1987) On the
Time-Bandwidth Proof in VLSI Complexity; IEEE Transactions on
Computers; Vol. 36; No. 2; 239-240; 10.1109/TC.1987.1676888
- Abu-Mostafa, Yaser S. (1986) The
complexity of information extraction; IEEE Transactions on
Information Theory; Vol. 32; No. 4; 513-525
- Abu-Mostafa, Yaser S. and St. Jacques, Jeannine-Marie (1985) Information
capacity of the Hopfield model; IEEE Transactions on Information
Theory; Vol. 31; No. 4; 461-464; 10.1109/TIT.1985.1057069
- Schweizer, David and Abu-Mostafa, Yaser (1985) Two
Theorems on Time Bounded Kolmogrov-Chaitin Complexity; 10.7907/130cy-kxs54
- Abu-Mostafa, Yaser S. and Psaltis, Demetri (1985) Image
Normalization by Complex Moments; IEEE Transactions on Pattern
Analysis and Machine Intelligence; Vol. 7; No. 1; 46-55; 10.1109/tpami.1985.4767617
- Abu-Mostafa, Yaser S. and Psaltis, Demetri (1984) Recognitive
Aspects of Moment Invariants; IEEE Transactions on Pattern Analysis
and Machine Intelligence; Vol. 6; No. 6; 698-706; 10.1109/tpami.1984.4767594
- Abu-Mostafa, Yaser S. (1984) A
Differentiation Test for Absolute Convergence; Mathematics Magazine;
Vol. 57; No. 4; 228-231; 10.2307/2689682