IP Library › Granted Patent US 12,353,678
Granted Patent B2
US 12,353,678 · App. 17/031,707 · Granted Jul 8, 2025

Object-centric data analysis system and associated graphical user interfaces

Inventors: John McRaven (New York, NY); Francis Chen (New York, NY); Shuyang Li (New York, NY); Spencer Tank (Brooklyn, NY); Xavier Falco (London, GB)
Assignee: Palantir Technologies Inc.
G06F3/0482G06F16/248G06T11/206
View Patent ↗
Loading inventors, assignments & file history…
Monitor This Case
Get email alerts when status or documents change.
Order Certified Copies
Most orders are placed with the USPTO same day — all within 24 business hours.
Order via The Patent Place →
Pre-filled with this patent's details
Quick Facts
Patent No.
US 12,353,678
App. No.
17/031,707
Granted
Jul 8, 2025
Kind
B2
Abstract

Methods and systems for generating and analyzing visualizations based on a group of sets of data objects. One system includes processors executing instructions to present the sets of data objects in a selectable format on a display device, receive a user selection of a first set of data objects, generate a user interface comprising an indication of the first set of data objects and a plurality of selectable tools to generate a first data visualization of the first set of objects from one or more operations to the first set of objects, receive a user selection of a second set of data objects, receive a user selection to cause the application of the one or more operations to the second set of data objects, and update the user interface to comprise a second visualization based on the one or more operations performed on the second set of data objects.

Claims (54)

1. A method for data analysis, the method comprising:

receiving, via a user interface, a first user selection of a first set of data objects of a plurality of sets of data objects;

updating the user interface to include an indication of the first set of data objects and an associated first plurality of selectable tools configured to select and present on the user interface aspects of the first set of data objects;

receiving a second user selection of one or more of the plurality of selectable tools to cause respective one or more operations to occur on the first set of data objects in an analysis session for the first set of data objects;

updating the user interface to include a first visualization based on the one or more operations performed on the first set of data objects in the analysis session;

responsive to a third user selection, received via the first visualization of the user interface, of a first subset of data objects of the first set of data objects, updating the user interface to include an indication of the first subset of data objects and an associated second plurality of selectable tools configured to select and present on the user interface aspects of the first subset of data objects;

responsive to a fourth user selection, received via the user interface:

determining a second subset of data objects, wherein the second subset of data objects comprises a difference between the first set of data objects and the first subset of data objects and an associated third plurality of selectable tools configured to select and present on the user interface aspects of the second subset of data objects; and

updating the user interface to include an indication of the second subset of data objects;

responsive to one or more fifth user selections to at least one of the second plurality of selectable tools or the third plurality of selectable tools, determine one or more linked sets of data objects based at least in part on links from data objects of at least one of the first or second subsets of data objects to data objects of another set of data objects, wherein the another set of data objects is different from the first set of data objects, the first subset of data objects, and the second subset of data objects; and

responsive to a sixth user selection, received via the user interface, updating the user interface to include a second visualization based on the one or more linked sets of data objects,

wherein the method is performed by one or more computer hardware processors in communication with one or more non-transitory computer storage mediums, the one or more computer hardware processors configured to execute computer-executable instructions to perform the method.

2. The method of claim 1 , further comprising:

storing the plurality of sets of data objects on the one or more non-transitory computer storage mediums.

3. The method of claim 1 , wherein the plurality of selectable tools includes a tool configured to update the user interface to display one or more data objects linked to data objects in the first set of data objects.

4. The method of claim 1 , further comprising:

generating and displaying on the user interface a graph depicting information on the one or more operations that have been performed on the first set of data objects, the graph including a plurality of nodes, each of the plurality of nodes representing a respective operation of the one or more operations that has been performed on the first set of data objects.

5. A system comprising:

one or more non-transitory computer storage mediums configured to store at least:

a plurality of sets of data objects including a first set of data objects and a second set of data objects, wherein data objects in the plurality of sets of data objects including links to other data objects; and

computer-executable instructions; and

one or more computer hardware processors in communication with the one or more non-transitory computer storage mediums, the one or more computer hardware processors configured to execute the computer-executable instructions to at least:

receive, via a user interface, a first user selection of a first set of data objects of the plurality of sets of data objects;

update the user interface to include an indication of the first set of data objects and an associated first plurality of selectable tools configured to select and present on the user interface aspects of the first set of data objects;

receive a second user selection of one or more of the plurality of selectable tools to cause respective one or more operations to occur on the first set of data objects in an analysis session for the first set of data objects;

update the user interface to include a first visualization based on the one or more operations performed on the first set of data objects in the analysis session;

responsive to a third user selection, received via the first visualization of the user interface, of a first subset of data objects of the first set of data objects, update the user interface to include an indication of the first subset of data objects and an associated second plurality of selectable tools configured to select and present on the user interface aspects of the first subset of data objects;

responsive to a fourth user selection, received via the user interface:

determine a second subset of data objects, wherein the second subset of data objects comprises a difference between the first set of data objects and the first subset of data objects; and

update the user interface to include an indication of the second subset of data objects and an associated third plurality of selectable tools configured to select and present on the user interface aspects of the second subset of data objects;

responsive to one or more fifth user selections to at least one of the second plurality of selectable tools or the third plurality of selectable tools, determine one or more linked sets of data objects based at least in part on links from among data objects of at least one of the first or second subsets of data objects to data objects of another set of data objects, wherein the another set of data objects is different from the first set of data objects, the first subset of data objects, and the second subset of data objects; and

responsive to a sixth user selection, received via the user interface, update the user interface to include a second visualization based on the one or more linked sets of data objects.

6. The system of claim 5 , wherein each of the plurality of sets of data objects includes time-series data.

7. The system of claim 6 , wherein the first visualization and the second visualization include time-series data, and wherein the one or more computer hardware processors are further configured to execute the computer-executable instructions to:

based on a user input, select a portion of displayed time-series data in the first visualization and the second visualization, generate a third visualization including one or more linked objects to the time-series data displayed in the first visualization and the second visualization.

8. The system of claim 5 , wherein the plurality of selectable tools includes a tool configured to update the user interface to display one or more data objects linked to data objects in the first set of data objects.

9. The system of claim 5 , wherein the plurality of selectable tools includes a tool configured to filter the first set of data objects, based on an input from a user, and update the user interface to display a filtered first set of data objects, the filtered first set of data objects having fewer data objects than the first set of data objects.

10. The system of claim 5 , wherein the one or more computer hardware processors are further configured to execute the computer-executable instructions to:

generate and display on the user interface a graph depicting information on the one or more operations that have been performed on the first set of data objects, the graph including a plurality of nodes, each of the plurality of nodes representing a respective operation of the one or more operations that has been performed on the first set of data objects.

11. The system of claim 10 , wherein each node of the graph includes information indicating any respective child node of said each node.

12. The system of claim 5 , wherein the one or more computer hardware processors are further configured to execute the computer-executable instructions to:

receive a seventh user selection indicating a change of at least one data object of the first set of data objects to create a changed first set of data objects;

receive an eight user selection to cause an application of the one or more operations to the changed first set of data objects, the application of the one or more operations to the changed first set of data objects being same operations that were previously performed on the first set of data objects; and

update the user interface to comprise a third visualization based on the one or more operations performed on the changed first set of data objects.

13. The system of claim 11 , wherein a user selection of a node of the graph causes a presentation of the user interface comprising a third visualization corresponding to operations indicted in the selected node.

14. The system of claim 13 , wherein the one or more computer hardware processors are further configured to execute the computer-executable instructions to:

receive a user input in the user interface causing an application of one or more new operations on the first set of data objects, and

update downstream previously defined one or more operations on the first set of data objects based on the application of the new one or more operations.

15. The system of claim 14 , wherein the one or more computer hardware processors are further configured to execute the computer-executable instructions to:

generate and display on the user interface the graph depicting information in one or more nodes of the graph the new one or more operations performed on the first set of data objects.

16. The system of claim 5 , wherein the one or more computer hardware processors are further configured to execute the computer-executable instructions to:

generate the second visualization based on one of an intersection, a union, or a difference in the first subset of data objects and the second subset of data objects.

17. The system of claim 5 , wherein the one or more computer hardware processors are further configured to execute the computer-executable instructions to:

select, based on a user's input, a portion of a visualization of a set of data objects and drill down to display data objects related to the selected portion.

Assignments (2)
SECURITY INTEREST Recorded Jul 3, 2022
From: PALANTIR TECHNOLOGIES INC.
To: WELLS FARGO BANK, N.A.
Reel/Frame 060572/0506 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Aug 19, 2021
From: MCRAVEN, JOHN; CHEN, FRANCIS; LI, SHUYANG; TANK, SPENCER; FALCO, XAVIER
To: PALANTIR TECHNOLOGIES INC.
Reel/Frame 057234/0549 →
Continuity (2)
Provisional Application 62916444 · Oct 17, 2019
Related Publication 20210117051A1 · Apr 22, 2021
References Cited (400)
US 5109399A · Thompson · 1992 [cited by applicant]
US 5329108A · Lamoure · 1994 [cited by applicant]
US 5414809A · Hogan et al. · 1995 [cited by applicant]
US 5515488A · Hoppe et al. · 1996 [cited by applicant]
US 5632009A · Rao et al. · 1997 [cited by applicant]
US 5670987A · Doi et al. · 1997 [cited by applicant]
US 5724033A · Burrows · 1998 [cited by applicant]
US 5745894A · Burrows et al. · 1998 [cited by applicant]
US 5781704A · Rossmo · 1998 [cited by applicant]
US 5798769A · Chiu et al. · 1998 [cited by applicant]
US 5845300A · Comer · 1998 [cited by applicant]
US 5870559A · Leshem et al. · 1999 [cited by applicant]
US 6057757A · Arrowsmith et al. · 2000 [cited by applicant]
US 6088032A · Mackinlay · 2000 [cited by applicant]
US 6091956A · Hollenberg · 2000 [cited by applicant]
US 6144962A · Weinberg et al. · 2000 [cited by applicant]
US 6161098A · Wallman · 2000 [cited by applicant]
US 6178382B1 · Roederer et al. · 2001 [cited by applicant]
US 6219053B1 · Tachibana et al. · 2001 [cited by applicant]
US 6232971B1 · Haynes · 2001 [cited by applicant]
US 6247019B1 · Davies · 2001 [cited by applicant]
US 6279018B1 · Kudrolli et al. · 2001 [cited by applicant]
US 6341310B1 · Leshem et al. · 2002 [cited by applicant]
US 6366933B1 · Ball et al. · 2002 [cited by applicant]
US 6369835B1 · Lin · 2002 [cited by applicant]
US 6430305B1 · Decker · 2002 [cited by applicant]
US 6456997B1 · Shukla · 2002 [cited by applicant]
US 6549944B1 · Weinberg et al. · 2003 [cited by applicant]
US 6560620B1 · Ching · 2003 [cited by applicant]
US 6581068B1 · Bensoussan et al. · 2003 [cited by applicant]
US 6594672B1 · Lampson et al. · 2003 [cited by applicant]
US 6631496B1 · Li et al. · 2003 [cited by applicant]
US 6642945B1 · Sharpe · 2003 [cited by applicant]
US 6674434B1 · Chojnacki et al. · 2004 [cited by applicant]
US 6714936B1 · Nevin, III · 2004 [cited by applicant]
US 6775675B1 · Nwabueze et al. · 2004 [cited by applicant]
US 6820135B1 · Dingman · 2004 [cited by applicant]
US 6828920B2 · Owen et al. · 2004 [cited by applicant]
US 6839745B1 · Dingari et al. · 2005 [cited by applicant]
US 6877137B1 · Rivette et al. · 2005 [cited by applicant]
US 6900807B1 · Liongosari et al. · 2005 [cited by applicant]
US 6976210B1 · Silva et al. · 2005 [cited by applicant]
US 6978419B1 · Kantrowitz · 2005 [cited by applicant]
US 6980984B1 · Huffman et al. · 2005 [cited by applicant]
US 6985950B1 · Hanson et al. · 2006 [cited by applicant]
US 7020847B1 · Holzheuer · 2006 [cited by applicant]
US 7036085B2 · Barros · 2006 [cited by applicant]
US 7043702B2 · Chi et al. · 2006 [cited by applicant]
US 7055110B2 · Kupka et al. · 2006 [cited by applicant]
US 7139800B2 · Bellotti et al. · 2006 [cited by applicant]
US 7158878B2 · Rasmussen et al. · 2007 [cited by applicant]
US 7162475B2 · Ackerman · 2007 [cited by applicant]
US 7168039B2 · Bertram · 2007 [cited by applicant]
US 7171427B2 · Witkowski · 2007 [cited by applicant]
US 7269786B1 · Malloy et al. · 2007 [cited by applicant]
US 7278105B1 · Kitts · 2007 [cited by applicant]
US 7290698B2 · Poslinski et al. · 2007 [cited by applicant]
US 7333998B2 · Heckerman et al. · 2008 [cited by applicant]
US 7370047B2 · Gorman · 2008 [cited by applicant]
US 7379811B2 · Rasmussen et al. · 2008 [cited by applicant]
US 7379903B2 · Caballero et al. · 2008 [cited by applicant]
US 7426654B2 · Adams et al. · 2008 [cited by applicant]
US 7454466B2 · Bellotti et al. · 2008 [cited by applicant]
US 7461077B1 · Greenwood · 2008 [cited by applicant]
US 7467375B2 · Tondreau et al. · 2008 [cited by applicant]
US 7487139B2 · Fraleigh et al. · 2009 [cited by applicant]
US 7502786B2 · Liu et al. · 2009 [cited by applicant]
US 7525422B2 · Bishop et al. · 2009 [cited by applicant]
US 7529727B2 · Arning et al. · 2009 [cited by applicant]
US 7529734B2 · Dirisala · 2009 [cited by applicant]
US 7558677B2 · Jones · 2009 [cited by applicant]
US 7574409B2 · Patinkin · 2009 [cited by applicant]
US 7574428B2 · Leiserowitz et al. · 2009 [cited by applicant]
US 7579965B2 · Bucholz · 2009 [cited by applicant]
US 7596285B2 · Brown et al. · 2009 [cited by applicant]
US 7614006B2 · Molander · 2009 [cited by applicant]
US 7617185B2 · Werner et al. · 2009 [cited by applicant]
US 7617232B2 · Gabbert et al. · 2009 [cited by applicant]
US 7620628B2 · Kapur et al. · 2009 [cited by applicant]
US 7624122B2 · Gaurav et al. · 2009 [cited by applicant]
US 7627812B2 · Chamberlain et al. · 2009 [cited by applicant]
US 7634717B2 · Chamberlain et al. · 2009 [cited by applicant]
US 7703021B1 · Flam · 2010 [cited by applicant]
US 7706817B2 · Bamrah et al. · 2010 [cited by applicant]
US 7712049B2 · Williams et al. · 2010 [cited by applicant]
US 7716077B1 · Mikurak · 2010 [cited by applicant]
US 7725530B2 · Sah et al. · 2010 [cited by applicant]
US 7725547B2 · Albertson et al. · 2010 [cited by applicant]
US 7730082B2 · Sah et al. · 2010 [cited by applicant]
US 7730109B2 · Rohrs et al. · 2010 [cited by applicant]
US 7756843B1 · Palmer · 2010 [cited by applicant]
US 7770100B2 · Chamberlain et al. · 2010 [cited by applicant]
US 7788064B1 · Hao · 2010 [cited by examiner]
US 7805457B1 · Viola et al. · 2010 [cited by applicant]
US 7809703B2 · Balabhadrapatruni et al. · 2010 [cited by applicant]
US 7818291B2 · Ferguson et al. · 2010 [cited by applicant]
US 7818658B2 · Chen · 2010 [cited by applicant]
US 7870493B2 · Pall et al. · 2011 [cited by applicant]
US 7894984B2 · Rasmussen et al. · 2011 [cited by applicant]
US 7899611B2 · Downs et al. · 2011 [cited by applicant]
US 7899796B1 · Borthwick et al. · 2011 [cited by applicant]
US 7917376B2 · Bellin et al. · 2011 [cited by applicant]
US 7920963B2 · Jouline et al. · 2011 [cited by applicant]
US 7933862B2 · Chamberlain et al. · 2011 [cited by applicant]
US 7941321B2 · Greenstein et al. · 2011 [cited by applicant]
US 7961188B2 · Tolle · 2011 [cited by examiner]
US 7962281B2 · Rasmussen et al. · 2011 [cited by applicant]
US 7962495B2 · Jain et al. · 2011 [cited by applicant]
US 7962848B2 · Bertram · 2011 [cited by applicant]
US 7970240B1 · Chao et al. · 2011 [cited by applicant]
US 7971150B2 · Raskutti et al. · 2011 [cited by applicant]
US 7984374B2 · Caro et al. · 2011 [cited by applicant]
US 8001465B2 · Kudrolli et al. · 2011 [cited by applicant]
US 8001482B2 · Bhattiprolu et al. · 2011 [cited by applicant]
US 8010545B2 · Stefik et al. · 2011 [cited by applicant]
US 8015487B2 · Roy et al. · 2011 [cited by applicant]
US 8019749B2 · Leban · 2011 [cited by applicant]
US 8024778B2 · Cash et al. · 2011 [cited by applicant]
US 8036632B1 · Cona et al. · 2011 [cited by applicant]
US 8036971B2 · Aymeloglu et al. · 2011 [cited by applicant]
US 8037046B2 · Udezue et al. · 2011 [cited by applicant]
US 8042110B1 · Kawahara et al. · 2011 [cited by applicant]
US 8046283B2 · Burns · 2011 [cited by applicant]
US 8054756B2 · Chand et al. · 2011 [cited by applicant]
US 8103543B1 · Zwicky · 2012 [cited by applicant]
US 8134457B2 · Velipasalar et al. · 2012 [cited by applicant]
US 8145703B2 · Frishert et al. · 2012 [cited by applicant]
US 8185819B2 · Sah et al. · 2012 [cited by applicant]
US 8214361B1 · Sandler et al. · 2012 [cited by applicant]
US 8214490B1 · Vos et al. · 2012 [cited by applicant]
US 8214764B2 · Gemmell et al. · 2012 [cited by applicant]
US 8225201B2 · Michael · 2012 [cited by applicant]
US 8229902B2 · Vishniac et al. · 2012 [cited by applicant]
US 8229947B2 · Fujinaga · 2012 [cited by applicant]
US 8230333B2 · Decherd et al. · 2012 [cited by applicant]
US 8249885B2 · Berkowitz et al. · 2012 [cited by applicant]
US 8271461B2 · Pike et al. · 2012 [cited by applicant]
US 8280880B1 · Aymeloglu et al. · 2012 [cited by applicant]
US 8290838B1 · Thakur et al. · 2012 [cited by applicant]
US 8290926B2 · Ozzie et al. · 2012 [cited by applicant]
US 8290942B2 · Jones et al. · 2012 [cited by applicant]
US 8301464B1 · Cave et al. · 2012 [cited by applicant]
US 8301904B1 · Gryaznov · 2012 [cited by applicant]
US 8302855B2 · Ma et al. · 2012 [cited by applicant]
US 8312367B2 · Foster · 2012 [cited by applicant]
US 8312546B2 · Alme · 2012 [cited by applicant]
US 8352881B2 · Champion et al. · 2013 [cited by applicant]
US 8368695B2 · Howell et al. · 2013 [cited by applicant]
US 8386377B1 · Xiong et al. · 2013 [cited by applicant]
US 8397171B2 · Klassen et al. · 2013 [cited by applicant]
US 8412707B1 · Mianji · 2013 [cited by applicant]
US 8447722B1 · Ahuja et al. · 2013 [cited by applicant]
US 8452790B1 · Mianji · 2013 [cited by applicant]
US 8463036B1 · Ramesh et al. · 2013 [cited by applicant]
US 8473454B2 · Evanitsky et al. · 2013 [cited by applicant]
US 8484115B2 · Aymeloglu et al. · 2013 [cited by applicant]
US 8489331B2 · Kopf et al. · 2013 [cited by applicant]
US 8489641B1 · Seefeld et al. · 2013 [cited by applicant]
US 8494984B2 · Hwang et al. · 2013 [cited by applicant]
US 8498984B1 · Hwang et al. · 2013 [cited by applicant]
US 8510743B2 · Hackborn et al. · 2013 [cited by applicant]
US 8514082B2 · Cova et al. · 2013 [cited by applicant]
US 8515207B2 · Chau · 2013 [cited by applicant]
US 8554579B2 · Tribble et al. · 2013 [cited by applicant]
US 8554653B2 · Falkenborg et al. · 2013 [cited by applicant]
US 8554709B2 · Goodson et al. · 2013 [cited by applicant]
US 8560413B1 · Quarterman · 2013 [cited by applicant]
US 8577911B1 · Stepinski et al. · 2013 [cited by applicant]
US 8589273B2 · Creeden et al. · 2013 [cited by applicant]
US 8595234B2 · Siripurapu et al. · 2013 [cited by applicant]
US 8620641B2 · Farnsworth et al. · 2013 [cited by applicant]
US 8646080B2 · Williamson et al. · 2014 [cited by applicant]
US 8639757B1 · Adams et al. · 2014 [cited by applicant]
US 8676857B1 · Adams et al. · 2014 [cited by applicant]
US 8688573B1 · Rukonic et al. · 2014 [cited by applicant]
US 8689108B1 · Duffield et al. · 2014 [cited by applicant]
US 8713467B1 · Goldenberg et al. · 2014 [cited by applicant]
US 8726379B1 · Stiansen et al. · 2014 [cited by applicant]
US 8739278B2 · Varghese · 2014 [cited by applicant]
US 8799799B1 · Cervelli et al. · 2014 [cited by applicant]
US 8742934B1 · Sarpy et al. · 2014 [cited by applicant]
US 8744890B1 · Bernier · 2014 [cited by applicant]
US 8745516B2 · Mason et al. · 2014 [cited by applicant]
US 8781169B2 · Jackson et al. · 2014 [cited by applicant]
US 8787939B2 · Papakipos et al. · 2014 [cited by applicant]
US 8788407B1 · Singh et al. · 2014 [cited by applicant]
US 8806355B2 · Twiss et al. · 2014 [cited by applicant]
US 8812960B1 · Sun et al. · 2014 [cited by applicant]
US 8830322B2 · Nerayoff et al. · 2014 [cited by applicant]
US 8832594B1 · Thompson et al. · 2014 [cited by applicant]
US 8868537B1 · Colgrove et al. · 2014 [cited by applicant]
US 8917274B2 · Ma et al. · 2014 [cited by applicant]
US 8924388B2 · Elliot et al. · 2014 [cited by applicant]
US 8924389B2 · Elliot et al. · 2014 [cited by applicant]
US 8924872B1 · Bogomolov et al. · 2014 [cited by applicant]
US 8937619B2 · Sharma et al. · 2015 [cited by applicant]
US 8938686B1 · Erenrich et al. · 2015 [cited by applicant]
US 8949164B1 · Mohler · 2015 [cited by applicant]
US 9009171B1 · Grossman et al. · 2015 [cited by applicant]
US 9009827B1 · Albertson et al. · 2015 [cited by applicant]
US 9021260B1 · Falk et al. · 2015 [cited by applicant]
US 9021384B1 · Beard et al. · 2015 [cited by applicant]
US 9043696B1 · Meiklejohn et al. · 2015 [cited by applicant]
US 9043894B1 · Dennison et al. · 2015 [cited by applicant]
US 9069842B2 · Melby · 2015 [cited by applicant]
US 9100428B1 · Visbal · 2015 [cited by applicant]
US 9111281B2 · Stibel et al. · 2015 [cited by applicant]
US 9116975B2 · Shankar et al. · 2015 [cited by applicant]
US 9129219B1 · Robertson et al. · 2015 [cited by applicant]
US 9256664B2 · Chakerian et al. · 2016 [cited by applicant]
US 9280618B1 · Bruce et al. · 2016 [cited by applicant]
US 9286373B2 · Elliot et al. · 2016 [cited by applicant]
US 9335911B1 · Elliot · 2016 [cited by examiner]
US 9361007B2 · Dewan · 2016 [cited by examiner]
US 9483745B2 · Ackermann et al. · 2016 [cited by applicant]
US 9870389B2 · Elliot et al. · 2018 [cited by applicant]
US 10157200B2 · Elliot et al. · 2018 [cited by applicant]
US 10656779B1 · Rueter · 2020 [cited by examiner]
US 10678783B2 · Elliot et al. · 2020 [cited by applicant]
US 11119762B1 · Bush · 2021 [cited by examiner]
US 11797258B2 · Moy · 2023 [cited by examiner]
US 20020033848A1 · Sciammarella et al. · 2002 [cited by applicant]
US 20020065708A1 · Senay et al. · 2002 [cited by applicant]
US 20020091707A1 · Keller · 2002 [cited by applicant]
US 20020095360A1 · Joao · 2002 [cited by applicant]
US 20020095658A1 · Shulman · 2002 [cited by applicant]
US 20020103705A1 · Brady · 2002 [cited by applicant]
US 20020116120A1 · Ruiz et al. · 2002 [cited by applicant]
US 20020147805A1 · Leshem et al. · 2002 [cited by applicant]
US 20020174201A1 · Ramer et al. · 2002 [cited by applicant]
US 20020194119A1 · Wright et al. · 2002 [cited by applicant]
US 20030028560A1 · Kudrolli et al. · 2003 [cited by applicant]
US 20030036848A1 · Sheha et al. · 2003 [cited by applicant]
US 20030039948A1 · Donahue · 2003 [cited by applicant]
US 20030097364A1 · Bata · 2003 [cited by applicant]
US 20030126102A1 · Borthwick · 2003 [cited by applicant]
US 20030140106A1 · Raguseo · 2003 [cited by applicant]
US 20030144868A1 · MacIntyre et al. · 2003 [cited by applicant]
US 20030163352A1 · Surpin et al. · 2003 [cited by applicant]
US 20030200217A1 · Ackerman · 2003 [cited by applicant]
US 20030225755A1 · Iwayama et al. · 2003 [cited by applicant]
US 20030229848A1 · Arend et al. · 2003 [cited by applicant]
US 20040032432A1 · Baynger · 2004 [cited by applicant]
US 20040034570A1 · Davis · 2004 [cited by applicant]
US 20040064256A1 · Barinek et al. · 2004 [cited by applicant]
US 20040085318A1 · Hassler et al. · 2004 [cited by applicant]
US 20040095349A1 · Bito et al. · 2004 [cited by applicant]
US 20040111410A1 · Burgoon et al. · 2004 [cited by applicant]
US 20040111480A1 · Yue · 2004 [cited by applicant]
US 20040126840A1 · Cheng et al. · 2004 [cited by applicant]
US 20040143602A1 · Ruiz et al. · 2004 [cited by applicant]
US 20040143796A1 · Lerner et al. · 2004 [cited by applicant]
US 20040153418A1 · Hanweck · 2004 [cited by applicant]
US 20040163039A1 · McPherson et al. · 2004 [cited by applicant]
US 20040186845A1 · Fukui · 2004 [cited by applicant]
US 20040193600A1 · Kaasten et al. · 2004 [cited by applicant]
US 20040221223A1 · Yu et al. · 2004 [cited by applicant]
US 20040236688A1 · Bozeman · 2004 [cited by applicant]
US 20040260702A1 · Cragun et al. · 2004 [cited by applicant]
US 20040267746A1 · Marcjan et al. · 2004 [cited by applicant]
US 20050010472A1 · Quatse et al. · 2005 [cited by applicant]
US 20050027705A1 · Sadri et al. · 2005 [cited by applicant]
US 20050028094A1 · Allyn · 2005 [cited by applicant]
US 20050039119A1 · Parks et al. · 2005 [cited by applicant]
US 20050065811A1 · Chu et al. · 2005 [cited by applicant]
US 20050080769A1 · Gemmell · 2005 [cited by applicant]
US 20050080770A1 · Lueder et al. · 2005 [cited by applicant]
US 20050086207A1 · Heuer et al. · 2005 [cited by applicant]
US 20050125715A1 · Franco et al. · 2005 [cited by applicant]
US 20050154628A1 · Eckart et al. · 2005 [cited by applicant]
US 20050154769A1 · Eckart et al. · 2005 [cited by applicant]
US 20050162523A1 · Darrell et al. · 2005 [cited by applicant]
US 20050166144A1 · Gross · 2005 [cited by applicant]
US 20050180330A1 · Shapiro · 2005 [cited by applicant]
US 20050182793A1 · Keenan et al. · 2005 [cited by applicant]
US 20050183005A1 · Denoue et al. · 2005 [cited by applicant]
US 20050210409A1 · Jou · 2005 [cited by applicant]
US 20050246327A1 · Yeung et al. · 2005 [cited by applicant]
US 20050251786A1 · Citron et al. · 2005 [cited by applicant]
US 20060026120A1 · Carolan et al. · 2006 [cited by applicant]
US 20060026170A1 · Kreitler et al. · 2006 [cited by applicant]
US 20060031209A1 · Ahlberg · 2006 [cited by examiner]
US 20060059139A1 · Robinson · 2006 [cited by applicant]
US 20060074881A1 · Vembu et al. · 2006 [cited by applicant]
US 20060080283A1 · Shipman · 2006 [cited by applicant]
US 20060080619A1 · Carlson et al. · 2006 [cited by applicant]
US 20060093222A1 · Saffer et al. · 2006 [cited by applicant]
US 20060117055A1 · Doyle · 2006 [cited by applicant]
US 20060129746A1 · Porter · 2006 [cited by applicant]
US 20060139375A1 · Rasmussen et al. · 2006 [cited by applicant]
US 20060142949A1 · Helt · 2006 [cited by applicant]
US 20060143034A1 · Rothermel · 2006 [cited by applicant]
US 20060143075A1 · Carr et al. · 2006 [cited by applicant]
US 20060143079A1 · Basak et al. · 2006 [cited by applicant]
US 20060143205A1 · Fuchs · 2006 [cited by applicant]
US 20060149596A1 · Surpin et al. · 2006 [cited by applicant]
US 20060203337A1 · White · 2006 [cited by applicant]
US 20060218637A1 · Thomas et al. · 2006 [cited by applicant]
US 20060241974A1 · Chao et al. · 2006 [cited by applicant]
US 20060242040A1 · Rader · 2006 [cited by applicant]
US 20060242630A1 · Koike et al. · 2006 [cited by applicant]
US 20060271277A1 · Hu et al. · 2006 [cited by applicant]
US 20060279630A1 · Aggarwal et al. · 2006 [cited by applicant]
US 20070000999A1 · Kubo et al. · 2007 [cited by applicant]
US 20070011150A1 · Frank · 2007 [cited by applicant]
US 20070011304A1 · Error · 2007 [cited by applicant]
US 20070016363A1 · Huang et al. · 2007 [cited by applicant]
US 20070038646A1 · Thota · 2007 [cited by applicant]
US 20070038962A1 · Fuchs et al. · 2007 [cited by applicant]
US 20070057966A1 · Ohno et al. · 2007 [cited by applicant]
US 20070078832A1 · Ott et al. · 2007 [cited by applicant]
US 20070083541A1 · Fraleigh et al. · 2007 [cited by applicant]
US 20070088596A1 · Berkelhamer et al. · 2007 [cited by applicant]
US 20070094389A1 · Nussey et al. · 2007 [cited by applicant]
US 20070112737A1 · Carlson et al. · 2007 [cited by applicant]
US 20070150369A1 · Zivin · 2007 [cited by applicant]
US 20070150801A1 · Chidlovskii et al. · 2007 [cited by applicant]
US 20070156673A1 · Maga · 2007 [cited by applicant]
US 20070162454A1 · D'Albora et al. · 2007 [cited by applicant]
US 20070174760A1 · Chamberlain et al. · 2007 [cited by applicant]
US 20070185867A1 · Maga · 2007 [cited by applicant]
US 20070192122A1 · Routson et al. · 2007 [cited by applicant]
US 20070192265A1 · Chopin et al. · 2007 [cited by applicant]
US 20070198571A1 · Ferguson et al. · 2007 [cited by applicant]
US 20070208497A1 · Downs et al. · 2007 [cited by applicant]
US 20070208498A1 · Barker et al. · 2007 [cited by applicant]
US 20070208736A1 · Tanigawa et al. · 2007 [cited by applicant]
US 20070233709A1 · Abnous · 2007 [cited by applicant]
US 20070240062A1 · Christena et al. · 2007 [cited by applicant]
US 20070266336A1 · Nojima et al. · 2007 [cited by applicant]
US 20070284433A1 · Domenica et al. · 2007 [cited by applicant]
US 20070294643A1 · Kyle · 2007 [cited by applicant]
US 20080040275A1 · Paulsen et al. · 2008 [cited by applicant]
US 20080040684A1 · Crump · 2008 [cited by applicant]
US 20080051989A1 · Welsh · 2008 [cited by applicant]
US 20080052142A1 · Bailey et al. · 2008 [cited by applicant]
US 20080065655A1 · Chakravarthy et al. · 2008 [cited by applicant]
US 20080065665A1 · Pomroy et al. · 2008 [cited by applicant]
US 20080069081A1 · Chand et al. · 2008 [cited by applicant]
US 20080077597A1 · Butler · 2008 [cited by applicant]
US 20080077642A1 · Carbone et al. · 2008 [cited by applicant]
US 20080082486A1 · Lermant et al. · 2008 [cited by applicant]
US 20080103996A1 · Forman et al. · 2008 [cited by applicant]
US 20080104019A1 · Nath · 2008 [cited by applicant]
US 20080126951A1 · Sood et al. · 2008 [cited by applicant]
US 20080148398A1 · Mezack et al. · 2008 [cited by applicant]
US 20080155440A1 · Trevor et al. · 2008 [cited by applicant]
US 20080162616A1 · Gross et al. · 2008 [cited by applicant]
US 20080195417A1 · Surpin et al. · 2008 [cited by applicant]
US 20080195608A1 · Clover · 2008 [cited by applicant]
US 20080208735A1 · Balet et al. · 2008 [cited by applicant]
US 20080222295A1 · Robinson et al. · 2008 [cited by applicant]
US 20080243711A1 · Aymeloglu et al. · 2008 [cited by applicant]
US 20080249983A1 · Meisels et al. · 2008 [cited by applicant]
US 20080255973A1 · El Wade et al. · 2008 [cited by applicant]
US 20080263468A1 · Cappione et al. · 2008 [cited by applicant]
US 20080267107A1 · Rosenberg · 2008 [cited by applicant]
US 20080270328A1 · Lafferty et al. · 2008 [cited by applicant]
US 20080276167A1 · Michael · 2008 [cited by applicant]
US 20080278311A1 · Grange et al. · 2008 [cited by applicant]
US 20080288306A1 · MacIntyre et al. · 2008 [cited by applicant]
US 20080288475A1 · Kim et al. · 2008 [cited by applicant]
US 20080294663A1 · Heinley et al. · 2008 [cited by applicant]
US 20080301559A1 · Martinsen et al. · 2008 [cited by applicant]
US 20080301643A1 · Appleton et al. · 2008 [cited by applicant]
US 20080313132A1 · Hao et al. · 2008 [cited by applicant]
US 20080313281A1 · Scheidl et al. · 2008 [cited by applicant]
US 20090002492A1 · Velipasalar et al. · 2009 [cited by applicant]
US 20090027418A1 · Maru et al. · 2009 [cited by applicant]
US 20090030915A1 · Winter et al. · 2009 [cited by applicant]
US 20090037912A1 · Stoitsev et al. · 2009 [cited by applicant]
US 20090043762A1 · Shiverick et al. · 2009 [cited by applicant]
US 20090055251A1 · Shah et al. · 2009 [cited by applicant]
US 20090076845A1 · Bellin et al. · 2009 [cited by applicant]
US 20090088964A1 · Schaaf et al. · 2009 [cited by applicant]
US 20090094166A1 · Aymeloglu et al. · 2009 [cited by applicant]
US 20090094270A1 · Alirez et al. · 2009 [cited by applicant]
US 20090106178A1 · Chu · 2009 [cited by applicant]
US 20090112745A1 · Stefanescu · 2009 [cited by applicant]
US 20090119309A1 · Gibson et al. · 2009 [cited by applicant]
US 20090125359A1 · Knapic · 2009 [cited by applicant]
US 20090125369A1 · Kloostra et al. · 2009 [cited by applicant]
US 20090125459A1 · Norton et al. · 2009 [cited by applicant]
US 20090132921A1 · Hwangbo et al. · 2009 [cited by applicant]
US 20090132953A1 · Reed et al. · 2009 [cited by applicant]
US 20090143052A1 · Bates et al. · 2009 [cited by applicant]
US 20090144262A1 · White et al. · 2009 [cited by applicant]
US 20090144274A1 · Fraleigh et al. · 2009 [cited by applicant]
US 20090157732A1 · Hao et al. · 2009 [cited by applicant]
US 20090164934A1 · Bhattiprolu et al. · 2009 [cited by applicant]
US 20090171939A1 · Athsani et al. · 2009 [cited by applicant]
US 20090172511A1 · Decherd et al. · 2009 [cited by applicant]
US 20090172821A1 · Daira et al. · 2009 [cited by applicant]
US 20090177962A1 · Gusmorino et al. · 2009 [cited by applicant]
US 20090179892A1 · Tsuda et al. · 2009 [cited by applicant]
US 20090187464A1 · Bai et al. · 2009 [cited by applicant]
US 20090187546A1 · Whyte et al. · 2009 [cited by applicant]
US 20090187548A1 · Ji et al. · 2009 [cited by applicant]
US 20090222400A1 · Kupershmidt et al. · 2009 [cited by applicant]
US 20090222759A1 · Drieschner · 2009 [cited by applicant]