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 Sholom Menachem Weiss

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Average citations per article17.13
Citation Count1,216
Publication count71
Publication years1974-2016
Available for download9
Average downloads per article702.56
Downloads (cumulative)6,323
Downloads (12 Months)225
Downloads (6 Weeks)23
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71 results found Export Results: bibtexendnoteacmrefcsv

Result 1 – 20 of 71
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1
October 2016
Bibliometrics:
Citation Count: 0

This successful textbook on predictive text mining offers a unified perspective on a rapidly evolving field, integrating topics spanning the varied disciplines of data science, machine learning, databases, and computational linguistics. Serving also as a practical guide, this unique book provides helpful advice illustrated by examples and case studies. This ...

2
August 2016 Journal of Intelligent Manufacturing: Volume 27 Issue 4, August 2016
Publisher: Springer-Verlag New York, Inc.
Bibliometrics:
Citation Count: 0

We describe methods for continual prediction of manufactured product quality prior to final testing. In our most expansive modeling approach, an estimated final characteristic of a product is updated after each manufacturing operation. Our initial application is for the manufacture of microprocessors, and we predict final microprocessor speed. Using these ...
Keywords: Data mining, Manufacturing, Prediction

3
December 2015 Applied Intelligence: Volume 43 Issue 4, December 2015
Publisher: Kluwer Academic Publishers
Bibliometrics:
Citation Count: 0

We describe statistical methods for managing healthcare costs using peer-group models and outlier detection. A peer group is a collection of similar entities such as patients, physicians, clinics, hospitals or pharmacies. In an empirical study of drug volumes prescribed by physicians, we examined the billing and prescription records for all ...
Keywords: Healthcare, Nearest neighbor, Peer profiles, Prediction, Machine learning

4
October 2015
Bibliometrics:
Citation Count: 0

This successful textbook on predictive text mining offers a unified perspective on a rapidly evolving field, integrating topics spanning the varied disciplines of data science, machine learning, databases, and computational linguistics. Serving also as a practical guide, this unique book provides helpful advice illustrated by examples and case studies. This ...

5 published by ACM
August 2013 KDD '13: Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Publisher: ACM
Bibliometrics:
Citation Count: 1
Downloads (6 Weeks): 5,   Downloads (12 Months): 43,   Downloads (Overall): 373

Full text available: PDFPDF
We describe methods for continual prediction of manufactured product quality prior to final testing. In our most expansive modeling approach, an estimated final characteristic of a product is updated after each manufacturing operation. Our initial application is for the manufacture of microprocessors, and we predict final microprocessor speed. Using these ...
Keywords: quality control, prediction, manufacturing

6
September 2012
Bibliometrics:
Citation Count: 1

One consequence of the pervasive use of computers is that most documents originate in digital form. Widespread use of the Internet makes them readily available. Text mining the process of analyzing unstructured natural-language text is concerned with how to extract information from these documents. Developed from the authors highly successful ...

7
December 2010 Applied Intelligence: Volume 33 Issue 3, December 2010
Publisher: Kluwer Academic Publishers
Bibliometrics:
Citation Count: 2

We describe an automated system for improving yield, power consumption and speed characteristics in the manufacture of semiconductors. Data are continually collected in the form of a history of tool usage, electrical and other real-valued measurements--a dimension of tens of thousands of features. Unique to this approach is the inference ...
Keywords: Data mining, Semiconductor manufacturing, Regression rules/decision rules, Industrial application

8
November 2010
Bibliometrics:
Citation Count: 19

The growth of the web can be seen as an expanding public digital library collection. Online digital information extends far beyond the web and its publicly available information. Huge amounts of information are private and are of interest to local communities, such as the records of customers of a business. ...

9 published by ACM
November 2010 IHI '10: Proceedings of the 1st ACM International Health Informatics Symposium
Publisher: ACM
Bibliometrics:
Citation Count: 2
Downloads (6 Weeks): 4,   Downloads (12 Months): 19,   Downloads (Overall): 265

Full text available: PDFPDF
Automated procedures are described for discovering predictive rules from electronic health records. These patient records are structured, but are not collected relative to any targeted labels or study objectives. The learning methods cycle through all features, simulating labels and converting the problem from unlabeled learning to supervised classification and regression. ...
Keywords: clinical analytics, decision rule discovery, electronic health records, literature search

10
August 2010
Bibliometrics:
Citation Count: 13

One consequence of the pervasive use of computers is that most documents originate in digital form. Widespread use of the Internet makes them readily available. Text mining the process of analyzing unstructured natural-language text is concerned with how to extract information from these documents. Developed from the authors highly successful ...

11
January 2010 Applied Stochastic Models in Business and Industry: Volume 26 Issue 1, January 2010
Publisher: John Wiley and Sons Ltd.
Bibliometrics:
Citation Count: 1

The scale, scope and complexity of the manufacturing operations in a semiconductor fab lead to some unique challenges in ensuring product quality and production efficiency. We describe the use of various analytical techniques, based on data mining, process trace data analysis, stochastic simulation and production optimization, to address these manufacturing ...
Keywords: stochastic optimization, semiconductor fabs, data mining

12
January 2010 Interfaces: Volume 40 Issue 1, January 2010
Publisher: INFORMS
Bibliometrics:
Citation Count: 3

In 2004, IBM introduced a set of broad operations research-based initiatives designed to improve the efficiency and productivity of its global sales force. The first solution, OnTARGET, provides a set of analytical models designed to identify new sales opportunities at existing IBM accounts and at noncustomer companies. The second solution, ...
Keywords: buyer behavior, customer targeting, wallet estimation, data mining, customer relationship management

13
September 2008 ECMLPKDD'08: Proceedings of the 2008th European Conference on Machine Learning and Knowledge Discovery in Databases - Volume Part II
Publisher: Springer-Verlag
Bibliometrics:
Citation Count: 0

We describe an application of predicting sales opportunity using similarity-based methods. Sales representatives interface with customers based on their potential for product sales. Estimates of this potential are made under optimistic conditions and referred to as the opportunity: How much can be sold if a sale were to be made? ...

14
September 2008 ECML PKDD '08: Proceedings of the European conference on Machine Learning and Knowledge Discovery in Databases - Part II
Publisher: Springer-Verlag
Bibliometrics:
Citation Count: 0

We describe an application of predicting <em>sales opportunity</em>using similarity-based methods. Sales representatives interface with customers based on their potential for product sales. Estimates of this potential are made under optimistic conditions and referred to as the opportunity: How much can be sold if a sale were to be made? Since ...

15

16
March 2004 Information Processing and Management: an International Journal: Volume 40 Issue 2, March 2004
Publisher: Pergamon Press, Inc.
Bibliometrics:
Citation Count: 4

We present results for automated text categorization of the Reuters-810000 collection of news stories. Our experiments use the entire one-year collection of 810,000 stories and the entire subject index. We divide the data into monthly groups and provide an initial benchmark of text categorization performance on the complete collection. Experimental ...
Keywords: benchmark, machine learning, scalability, text categorization, classification of very large corpora

17 published by ACM
August 2003 KDD '03: Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Publisher: ACM
Bibliometrics:
Citation Count: 9
Downloads (6 Weeks): 7,   Downloads (12 Months): 27,   Downloads (Overall): 959

Full text available: PDFPDF
We describe techniques for combining two types of knowledge systems: expert and machine learning. Both the expert system and the learning system represent information by logical decision rules or trees. Unlike the classical views of knowledge-base evaluation or refinement, our view accepts the contents of the knowledge base as completely ...
Keywords: decision rule induction, expert systems, sales leads

18
January 2003 IBM Journal of Research and Development: Volume 47 Issue 1, January 2003
Publisher: IBM Corp.
Bibliometrics:
Citation Count: 8

The Data Abstraction Research Group was formed in the early 1990s, to bring focus to the work of the Mathematical Sciences Department in the emerging area of knowledge discovery and data mining (KD & DM). Most activities in this group have been performed in the technical area of predictive modeling, ...

19 published by ACM
August 2002 SIGIR '02: Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval
Publisher: ACM
Bibliometrics:
Citation Count: 3
Downloads (6 Weeks): 2,   Downloads (12 Months): 8,   Downloads (Overall): 365

Full text available: PDFPDF
We present results for automated text categorization of the Reuters-810000 collection of news stories. Our experiments use the entire one-year collection of 810,000 stories and the entire subject index. We divide the data into monthly groups and provide an initial benchmark of text categorization performance on the complete collection. Experimental ...

20 published by ACM
July 2002 KDD '02: Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Publisher: ACM
Bibliometrics:
Citation Count: 1
Downloads (6 Weeks): 2,   Downloads (12 Months): 5,   Downloads (Overall): 742

Full text available: PDFPDF
A method is described for real-time market intelligence and competitive analysis. News stories are collected online for a designated group of companies. The goal is to detect critical differences in the text written about a company versus the text for its competitors. A solution is found by mapping the task ...



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