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EFTA01221384Set 9

appropriate set of algorithms in order to discover meaningful patterns and rules and produce predictive models. This is the core element of the KDD cycle. S) Interpretation and EV211.116011 — While ... distribution processes, and their marketing processes. This historical information can be "mined" to develop predictive models to guide future decision- making. • The field of machine learning has continued to evolve ... different computer technologies in different stages. Raw operational data can be transformed into predictive models that support meeting major business objectives. Data mining plays a critical role in this overall

https://www.justice.gov/epstein/files/DataSet%209/EFTA01221384.pdf

EFTA01098878Set 9

2005-11-2042p34,835w

form 7 February 2006: accepted 10 February 2006 Available online 31 March 2006 Abstract Predictions concerning development, interrelations, and possible independence of working memory, inhibition, and cognitive flexibility were tested ... remained more constant but at an accuracy cost on difficult trials. Contrary to our predictions of independence between memory and inhibition, when matched for difficulty RT correlations between these were ... need to postulate an inhibitory function separate switching, enabling us to test predictions concerning interre- from working memory and have produced neural network mod- lations, independence, and the developmental progressions

https://www.justice.gov/epstein/files/DataSet%209/EFTA01098878.pdf

EFTA01146514Set 9

developed a 75% in daily life where cooperation is typically advantageous. We then validate predictions generated by this proposed mechanism. Our 65% - I results provide convergent evidence that intuition supports ... cooperative. a, Using a median split override one's selfish impulses, predicts that faster decisions will be less on decision time, we compare the contribution levels of the faster half ... leads to increased decision time shows a negative relationship between decision time and selfishness, predicts that faster decisions will be more cooperative. contribution. Dot size is proportional to the number

https://www.justice.gov/epstein/files/DataSet%209/EFTA01146514.pdf

EFTA01140242Set 9

2013-08-2714p12,142w

clinical reporting to disease risks based on only rare Genomes (16, 17)] and predicted to be damaging to protein damaging mutations and known pathogenic variations in genes function ... three predictions algorithms [Polyphen 2.0 previously reported to be associated with human disorders. We (18), Sift (19-24), and MutationTaster (25)] using Database of identified 271 recessive risk alleles ... genes), 126 dominant risk Human Non-synonymous SNVs and their functional predictions alleles (101 genes), and 3 X-recessive risk alleles (3 genes). We and annotations (dbNSFP) (26) as described

https://www.justice.gov/epstein/files/DataSet%209/EFTA01140242.pdf

EFTA01180857Set 9

2012-09-1030p11,031w

Asian politics or the reformist goals of Kim Jong Un. It was the verbatim prediction of the senior-most officials in the U.S. intelligence community -- 15 years ago. Needless ... suspects the analysts who wrote that line regret it. But the truth is that prediction is hard, often impossible. Academic research suggests that predicting events five years into the future ... most experts perform only marginally better than dart-throwing chimps. Now imagine trying to predict over spans of 15 to 20 years. Sisyphus arguably had it easier. But that

https://www.justice.gov/epstein/files/DataSet%209/EFTA01180857.pdf

EFTA01201796Set 9

2011-12-314p1,448w

backtest results that Aidyia produced in October 2014. EFTA01201796 1. Overview of Aidyia's Predictive Methodology The novel predictive methodology we have developed involves a series of stages: • Input features ... based features, based on English and Chinese language newsfeeds o Fundamental and macroeconomic features • Predictive algorithms, including 5 different algorithms used in the backtests, and 2 in development. o Each ... historical data regarding these instruments. Based on this training, it learns a set of "predictive models" for each of the instruments in the universe on that day. o A predictive

https://www.justice.gov/epstein/files/DataSet%209/EFTA01201796.pdf

EFTA00298178Set 9

2010-07-1612p11,015w

Wealthy people don't just have better toys; they have better When people make predictions about the hedonic conse- quences of future events they are said to be making affective ... that multiple partners are occasionally thrilling, but participants made affective forecasting errors: they predicted regular partners are regularly enjoyable. A bi-weekly ride on a that they would prefer receiving ... warranties to generous return policies. With price tags reaching experience less regret than they predict. as high as 50% of a product's original cost, extended warranties Consumers, of course

https://www.justice.gov/epstein/files/DataSet%209/EFTA00298178.pdf

EFTA00874225Set 9

2013-05-2029p10,468w

programmed to scour vast quantities of data can be much more powerful. They can predict your next purchase, forecast car thefts and maybe even help cure cancer. But there ... Kohlbrand Bridge would become "intelligent," in that it would report its current condition and predict future maintenance needs, all through the use of sensors. The frequency of scheduled maintenance dates ... future is a sort of port exchange, allowing EFTA00874238 shipping companies to predict, down to the minute, how quickly their containers will be moved from the water to the road

https://www.justice.gov/epstein/files/DataSet%209/EFTA00874225.pdf

EFTA00286909Set 9

2014-01-2123p4,667w

number of years. To help in demonstrating a graphic understanding of each prediction. GREG HARPER, HARPERVISION htlpliwnharpervislon tv;stte, President and Founder of Harpervision, which currently focuses on wireless personal ... also how the world prepares for each invention, and the unintended consequence that some predictions hold. More about that later The first conference would be in Sydney, Australia. We will ... What a city gets out of this is 5-10 weeks of press with predictions being released on a daily basis, through a wide spectrum of media, culminating

https://www.justice.gov/epstein/files/DataSet%209/EFTA00286909.pdf

EFTA00606068Set 9

2017-05-0812p8,894w

their potential role in post-operative cognitive dysfunction (POCD). Here we use binding site predictions on tubulin, the protein subunit of microtubules, with molecular docking simulations, quantum chemistry calculations ... tris(trifluoromethyl)senzene (TFMB) and 1,2 dichlorohexafluorocyclobutane (F6), which are predicted by their lipid solubility to have significant anesthetic potency but do not, even at higher concentrations (represented ... anesthetics. Other gases, such as flurothyl (indoldan), show unresponsiveness at their Meyer-Overton predicted anesthetic potency, but cause seizures at lower concentrations and are thus denoted as anesthetidconvulsants". Discerning

https://www.justice.gov/epstein/files/DataSet%209/EFTA00606068.pdf

EFTA02693119Set 11

2011-07-1342p11,748w

primary motor (MI) and primary somatosensory 72 (SI) cortices can be used to predict the kinematics of bipedal walking in rhesus macaques. 73 However, neural decoding of bipedal locomotion ... humans has not yet been demonstrated. Here 74 we compare the predictive power of neural decoders based on human scalp (noninvasive) EEG 75 signals during treadmill walking with that reported ... link function. 168 169 Model performance metrics. In order to assess and compare the predictive power of each decoder 170 (neural decoders were trained independently for each subject, and each

https://www.justice.gov/epstein/files/DataSet%2011/EFTA02693119.pdf

EFTA00304368Set 9

2011-07-1342p11,602w

primary motor (MI) and primary somatosensory 72 (S1) cortices can be used to predict the kinematics of bipedal walking in rhesus macaques. 73 However, neural decoding of bipedal locomotion ... humans has not yet been demonstrated. Here 74 we compare the predictive power of neural decoders based on human scalp (noninvasive) EEG 75 signals during treadmill walking with that reported ... link function. 168 169 Model peformance metrics. In order to assess and compare the predictive power of each decoder 170 (neural decoders were trained independently for each subject, and each

https://www.justice.gov/epstein/files/DataSet%209/EFTA00304368.pdf

EFTA00100180Set 9

2019-10-1777p26,659w

severity of the situation and its impact on medical care and safety. And predictably, there has been no real accountability. Warden Quay was promoted. He now overseas multiple federal prisons ... Pennsylvania. I say predictably because this lack of accountability is consistent with many years of IG reports finding severe mismanagement at the MDC. Earlier reports have detailed serious problems with ... Defenders' letter to the NIJ. 12 Michael Tonry, Legal and Ethical Issues in the Prediction of Recidivism, 26 FED. SENT'G REP. 167, 167 (2014). " 18 U.S.C

https://www.justice.gov/epstein/files/DataSet%209/EFTA00100180.pdf

EFTA00159928Set 9

2018-08-0216p12,105w

adults reported the childhood genital contact. Child sexual abuse and greater depression in adulthood predicted greater memory accuracy. No participant falsely reported chargeable offenses that did not occur, even when ... Frankenhuis & Weerth, Neisser, 1993; Williams, 1994). Still, young age and long 2013). delays typically predict the waning accuracy and decreas- Another mental health problem of particular interest ing detail ... depression, which is associated with a child maltreat- abuse (Goodman et al., 2003), and predict adults' sus- ment history (Brown, Cohen, ohnson, & Smailes, 1999), ceptibility to false suggestion (Howe & Knott

https://www.justice.gov/epstein/files/DataSet%209/EFTA00159928.pdf

EFTA00064917Set 9

2019-10-1777p26,654w

severity of the situation and its impact on medical care and safety. And predictably, there has been no real accountability. Warden Quay was promoted. He now overseas multiple federal prisons ... Pennsylvania. I say predictably because this lack of accountability is consistent with many years of IG reports finding severe mismanagement at the MDC. Earlier reports have detailed serious problems with ... Defenders' letter to the NIJ. 12 Michael Tonry, Legal and Ethical Issues in the Prediction of Recidivism, 26 FED. SENT'G REP. 167, 167 (2014). " 18 U.S.C

https://www.justice.gov/epstein/files/DataSet%209/EFTA00064917.pdf

EFTA00094035Set 9

2019-10-1777p26,659w

severity of the situation and its impact on medical care and safety. And predictably, there has been no real accountability. Warden Quay was promoted. He now overseas multiple federal prisons ... Pennsylvania. I say predictably because this lack of accountability is consistent with many years of IG reports finding severe mismanagement at the MDC. Earlier reports have detailed serious problems with ... Defenders' letter to the NIJ. 12 Michael Tonry, Legal and Ethical Issues in the Prediction of Recidivism, 26 FED. SENT'G REP. 167, 167 (2014). " 18 U.S.C

https://www.justice.gov/epstein/files/DataSet%209/EFTA00094035.pdf

EFTA01146437Set 9

2012-08-2332p8,298w

AGENDA SESSION 3: ADVANCES IN TOOLS, TECHNOLOGY, AND METHODOLOGY: COMPUTATIONAL MODELS 3:10 PM Prediction in the Retina Stephanie E. Palmer, PhD, University of Chicago 3:30 PM Coffee Break ... High-performance Neural Prosthetic Andrew Schwartz. PhD. University of Pittsburgh 9:50 AM Predicting Every Single Spike — Beyond Generalized Linear Modeling Matthias Bethge, PhD, Werner Reichardt Centre for Integrative Neuroscience ... from genes to behavior. SESSION 3: ADVANCES IN TOOLS, TECHNOLOGY, AND METHODOLOGY: COMPUTATIONAL MODELS Prediction in the Retina Stephanie E. Palmer. PhDi. Olivier Marre, PhD2, Michael J. Berry, II. PhD3

https://www.justice.gov/epstein/files/DataSet%209/EFTA01146437.pdf

EFTA00802274Set 9

Social Q&A. 2015 International Conference on Social Computing, Behavioral-Cultural Modeling, and Prediction (SBP15). Washington DC, p. 131-140. 31 Mar.-3 Apr. 26 EFTA00802299 Honors and Awards ... Article 1. Liu, Z., and Jansen, B.J. (2017) Identifying and Predicting the Desire to Help in Social Question and Answering. Information Processing & Management ... EFTA00802303 Refereed Journal Articles Coughlin, D. and Jansen, B.J. (2016) Modeling Journal Bibliometrics to Predict Downloads and Inform Purchase Decisions at University Research Libraries. Journal of the Association for Information

https://www.justice.gov/epstein/files/DataSet%209/EFTA00802274.pdf

EFTA00601577Set 9

Social Q&A. 2015 International Conference on Social Computing, Behavioral-Cultural Modeling, and Prediction (SBP15). Washington DC, p. 131-140. 31 Mar.-3 Apr. 26 EFTA00601602 Honors and Awards ... Article 1. Liu, Z., and Jansen, B.J. (2017) Identifying and Predicting the Desire to Help in Social Question and Answering. Information Processing & Management ... EFTA00601606 Refereed Journal Articles Coughlin, D. and Jansen, B.J. (2016) Modeling Journal Bibliometrics to Predict Downloads and Inform Purchase Decisions at University Research Libraries. Journal of the Association for Information

https://www.justice.gov/epstein/files/DataSet%209/EFTA00601577.pdf

EFTA01093254Set 9

2015-10-0938p15,352w

Isdem. 14.) Specifically, Defendant suggests the court should treat the response as a "predictable opinion," which an average reader would understand as a one-sided attempt to bolster his position ... dispute.14 Several California courts have used the phrase "predictable opinion" to describe a statement that, due to the context in which it is made, is understood ... treating statement attributed to attorneys, and linking to recently filed complaint, as "predictable opinion" rather than statement of fact); Arnantto Ranch Breedables, L.LC v. Otimals

https://www.justice.gov/epstein/files/DataSet%209/EFTA01093254.pdf