Grossman, Robert, Gu, Yunhong, Sabala, Michal, Bennet, Collin, Seidman, Jonathan, Mambratti, Joe
Recently, a number of cloud platforms and services have been developed for data intensive computing, including Hadoop, Sector, CloudStore (formerly KFS), HBase, and Thrift. In order to benchmark the...
Robert Grossman, Laboratory For Advanced, Chandrika Kamath, S. Bailey, A. Ramu, ...
� What are the four critical interfaces in a data mining system? � Is data mining about rows or columns? � What are the standards in data mining? � What data mining systems are available?
Yunhong Gu, Student Member, Xinwei Hong, Marco Mazzucco, Robert Grossman
Abstract-- The paper describes SABUL, an application level data transfer protocol for data intensive applications over high bandwidth-delay product networks. SABUL is designed for reliability, high...
Social Informatics Data Grid (2008)
Bennett Bertenthal, Robert Grossman, David Hanley, Mark Hereld, Sarah Kenny, Gina-anne Levow, ...
Abstract. The Social Informatics Data Grid is a new infrastructure designed to transform how social and behavioral scientists collect and annotate data, collaborate and share data, and analyze and...
k-Nearest Neighbor Learning (2008)
Robert Grossman, Laboratory For Advanced, Chandrika Kamath, R. Grossman, C. Kamath, V. Kumar, ...
� What are the three basic algorithms in data mining? � Importance of cleaning data � Importance of derived attributes � What is a consistent classifier?
Gregory Piatetsky-shapiro, Robert Grossman, Chabane Djeraba, U. Of Lille
We discuss what makes exciting and motivating Grand Challenge problems for Data Mining, and propose criteria for a good Grand Challenge. We then consider possible GC problems from multimedia mining,...
ABSTRACT Data Mining Standards, Services, and Platforms 2004 (DM-SSP 2004) (2008)
This is a summary of the workshop on Data Mining Standards, Services and Platforms, which was held at KDD 2004. The Workshop contained talks on the Predictive Model Markup Language (PMML) and the...
As the network bandwidth and delay increase, TCP becomes inefficient. Data intensive applications over high-speed networks such as the computational grids need new transport protocol to support them....
Experimental Studies of the Universal Chemical Key (UCK) Algorithm on the NCI (2008)
Robert Grossman, Pavan Kasturi
We have developed an algorithm called the Universal Chemical Key (UCK) algorithm that constructs a unique key for a molecular structure. The molecular structures are represented as undirected labeled...
A simple construction of bialgebra deformations ∗ (2008)
Robert Grossman, David Radford
Let A denote a bialgebra over a field k and let At = A[[t]] denote the ring of formal power series with coefficients in A. Assume that A is also isomorphic to a free, associative algebra over k. We...
Y(2004) Mining web pages for data records (2008)
Bing Liu, Robert Grossman, Yanhong Zhai
M i n i n g t h e W e b Data mining to extract information from Web pages can help provide value-added services.
Albstract Caching and Migration for Multilevel Persistent Object Stores (2008)
Robert Grossman, David Hanley, Xiao Qin
propose an architecture for scalable persistent object managers that provide access to large numbers of objects distributed over a variety of physical media. Our approach is lightweight in that we...
Bialgebra deformations of certain universal enveloping algebras (2008)
Robert Grossman, David Radford
Let A denote a bialgebra over a field k and let A_t = A[[t]] denote the ring of formal power series with coefficients in A. Assume that A is a free algebra over k with a basis of primitives. We give...
Social Informatics Data Grid (2008)
Bennett Bertenthal, Robert Grossman, David Hanley, Mark Hereld, Sarah Kenny, Gina Levow, ...
The study of human behavior encompasses a multiplicity of models and methods, but virtually all of them share the view that human behavior can be analyzed by decomposing the problem space into static...
Journal of Grid Computing, to appear. 1 (2008)
Sabul Transport Protocol, Yunhong Gu, Robert Grossman
This paper describes SABUL, an application-level data transfer protocol for data-intensive applications over high bandwidth-delay product networks. SABUL is designed for reliability, high...
An Overview of Dynamic Classification: Mining Collections of Trajectories (2008)
Robert Grossman, Stuart Bailey
An important challenge in data mining is to extend some of the standard data mining algorithms from data, which is static to data, which is time varying. Phrased slightly different, the challenge is...
A Proof-Of-Concept Implementation (2008)
Of Persistence In, Robert Grossman, Xiao Qin, Dave Lifka
The concept of providing transparent access to a collection of files in a mass storage system is a familar one. The goal of this project was to investigate the feasibility of providing similar access...
The GENESIS Simulation-based Neural Modeling Database (2007)
Jason Leigh, Thomas A. Defanti, Brad B. Blumenthal, Robert Grossman, James M. Bower, David H. Bilitch, ...
This paper presents a multidisciplinary collaboration between neurobiologists, database-, visualizationand human/computer interaction specialists, in the design of a database for the storage of...
R. Grossman, Nilpotent Lie algebras and vector fields, Symbolic (2007)
Matthew Grayson, Robert Grossman
This is a draft of the following publication: M. Grayson and
The symbolic computation of vector field expressions (2007)
Robert Grossman, Richard Larson
This is a draft of a paper which later appeared in Algebraic Computing
Minzenberg, Michael J, Grossman, Robert, New, Antonia S, Mitropoulou, Vivian, Yehuda, Rachel, Goodman, Marianne, ...
Impulsive aggression is associated with central serotonergic dysfunction. Animal models particularly implicate the 5-HT(1A) receptor in this behavior. We tested the hypothesis that central 5-HT(1A)...
and Open Data Partners And (2005)
Kurt Thearling, Dave Selinger, Robert Grossman, Rick Pechter, Stefan Raspl, Robert Grossman, ...
IBM
Open DMIX: High Performance Web Services for Distributed Data Mining (2004)
Robert Grossman, Chetan Gupta, Parthasarathy Krishnaswamy, L. Grossman, Yunhong Gu, Yunhong Gu, ...
In this note, we introduce Open DMIX, an open source collection of web services for the mining, integration, and exploration of remote and distributed data. We also describe some preliminary...
Experimental Studies Using Median Polish Procedures to Reduce Alarm Rates (2004)
Jorge Levera, Benjamin Barán, Robert Grossman, Hsinchun Chen, Reagan Moore, Daniel Zeng, ...
Abstract. The overwhelming number of alarms generated by rule-based network intrusion detection systems makes the task of network security operators ineffective. Preliminary results on an approach...
Mining Data Records in Web Pages (2003)
Bing Liu, Robert Grossman, Y Zhai
A large amount of information on the Web is contained in regularly structured objects, which we call data records. Such data records are important because they often present the essential information...
TeraScope: Distributed Visual Data Mining of Terascale Data Sets over Photonic Networks (2003)
Chong (charles Zhang, Jason Leigh, Thomas A. Defanti, Marco Mazzucco, Robert Grossman
“Where the telescope ends, the microscope begins. Which of the two has the grander view? ”-Victor Hugo TeraScope is a framework and a suite of tools for interactively browsing and visualizing...
Yunhong Gu, Xinwei Hong, Marco Mazzucco, Robert Grossman
As the network bandwidth and delay increase, traditional dominant transfer protocols on the Internet like TCP have shown inefficiency and instability to many applications involved in huge amounts of...
SABUL: A high performance data transfer protocol (2003)
Yunhong Gu, Xinwei Hong, Marco Mazzucco, Robert Grossman
The paper describes a general purpose high performance data transfer protocol for data intensive applications over high bandwidth networks. The protocol, named SABUL, has demonstrated the efficiency...
Data Webs for Earth Science Data (2002)
Asvin Ananthanarayan Rajiv, Rajiv Balach, Yunhong Gu, Robert Grossman, Xinwei Hong, Jorge Levera, ...
We describe high performance data webs for earth science data which are designed for interactively analyzing small to moderate size remote data sets, as well as mining distributed data sets....
The National Scalable Cluster Project: Three Lessons about High Performance Data Mining and (2002)
Robert Grossman, Robert Hollebeek
Today a 10 GB data set can easily be produced with a simple mistake, 100 GB- 1 TB data sets are common, and data sets larger than a Terabyte are becoming common. In this paper, we describe three...
A DataSpace Infrastructure for Astronomical Data (2001)
Robert Grossman, Emory Creel, Marco Mazzucco, Roy Williams
This article describes an internet infrastructure for working with data called DataSpace. A distributed DataSpace application containing data from the 2MASS and DPOSS astronomical data sets is also...
Parallel Methods for Scaling Data Mining (2001)
Algorithms To Large, Robert Grossman
Introduction A fundamental challenge is to extend data mining to large data sets. In this chapter, we introduce some of the basic approaches and techniques that have proved successful and describe in...
Postural control in Parkinson's disease after unilateral posteroventral pallidotomy (2000)
Roberts-Warrior, Deborah, Overby, Averell, Jankovic, Joseph, Olson, Sharon, Lai, Eugene C., Krauss, J. K., ...
Postural control changes were studied in 27 patients with Parkinson's disease after unilateral posteroventral pallidotomy (PVP). Patients were evaluated before PVP and at 3, 6 and 12 months post-PVP,...
Robert Grossman, Stuart Bailey, Ashok Ramu, Balinder Malhi, Philip Hallstrom, Ivan Pulleyn, ...
partitioned learning, distributed learning We introduce a markup language based upon XML for working with the predictive models produced by data mining systems. The language is called the Predictive...
A Review of Tele-Immersive Applications in the CAVE Research Network (1999)
Jason Leigh, Andrew E. Johnson, Thomas A. DeFanti, Maxine Brown, Mohammed Dastagir Ali, Stuart Bailey, ...
This paper presents an overview of the Tele-Immersion applications that have been built by collaborators around the world using the CAVERNsoft toolkit, and the lessons learned from building these...
Jason Leigh, Stuart Bailey, Andrew Johnson, Thomas DeFanti, Robert Grossman
This paper proposes a methodology for employing collaborative, immersive virtual environments as a high-end visualization interface for massive data-sets. The methodology employs feature detection,...
Robert Grossman, Stuart Bailey, Ashok Ramu, Balinder Malhi, Andrei Turinsky
Data mining is a problem for which cluster computing provides a competitive alternative to specialized high performance computers for mining large data sets. Distribued clusters provide a natural...
Robert Grossman, Simon Kasif, Reagan Moore, David Rocke, Jeff Ullman
All opinions, findings, conclusions and recommendations in any material resulting from these workshops are those of the workshops ' participants, and do not necessarily reflect the views of the...
A review of tele-immersive applications in the cave research network (1999)
Jason Leigh, Mohammed Dastagir Ali, Stuart Bailey, Andy Banerjee, Pat Banerjee, Kevin Curry, ...
This paper presents an overview of the Tele-Immersion applications that have been built by collaborators around the world using the CAVERNsoft toolkit, and the lessons learned from building these...
Parallel data mining for association rules on shared-memory multi-processors (1996)
Mohammed J. Zaki, Yike Guo, Robert Grossman
In this paper we present a new parallel algorithm for data mining of association rules on sharedmemory multiprocessors. We study the degree of parallelism, synchronization, and data locality issues,...
Lightweight Video Service for Multi-Media Digital Libraries ∗ (1995)
Shitij Mutreja, Stuart Bailey, Robert Grossman, Dave Hanley
In this paper we present the design, architecture, implementation and performance of a digital library of video data. Our goal is to provide a lightweight video service for multimedia digital...
Virtual Reality in Computational Neuroscience (1994)
Jason Leigh, Christina A. Vasilakis, Thomas A. DeFanti, Robert Grossman, Chris Assad, Brian Rasnow, ...
Computational Neuroscience is a branch of neuroscience that investigates how the nervous system works, by developing comprehensive simulation models of single neurons or networks that are based on...
Visibility with a moving point of view (1994)
Marshall Bern, David Dobkin, Robert Grossman
We investigate 3-d visibility problems in which the viewing position moves along a straight flightpath. Specifically we focus on two problems: determining the points along the flightpath at which the...
The symbolic computation of derivations using labeled trees (1992)
Robert Grossman, Richard G. Larson
This paper discusses the effective symbolic computation of operators under composition. Examples include differential operators under composition and vector fields under the Lie bracket. Such...
Analyzing High Energy Physics Data Using Database Computing: Preliminary Report* (1991)
Andrew Baden, Chris Day, Robert Grossman, Edward May, Larry Price
We describe a proof of concept system for analyzing high energy physics (HEP) data using database computing. The system is designed to scale up to the size required for high energy physics...
Using trees to compute approximate solutions of ordinary differential equations exactly (1991)
In this paper, we review some recent work relating families of trees to symbolic algorithms for the exact computation of series which approximate solutions of ordinary differential equations. It...
The Realization of Input-Output Maps Using Bialgebras (1991)
Robert Grossman, Richard G. Larson
We use the theory of bialgebras to provide the algebraic background for state space realization theorems for input-output maps of control systems. This allows us to consider from a common viewpoint...
Hopf-algebraic structure of combinatorial objects and differential operators (1990)
Robert Grossman, Richard G. Larson
This is a draft of a paper which later appeared in the Israel Journal
Hopf-algebraic structure of combinatorial objects and differential operators (1990)
In this paper we describe a t{opf-algebraic structure on a vector space which has as basis a family of trees, and survey some applications of this structure to combinatorics ire_Section 1, and to...
Labeled trees and the efficient computation of derivations (1989)
Robert Grossman, Richard G. Larson
This paper is concerned with the effective parallel symbolic computation of operators under composition. Examples include differential operators under composition and vector fields under the Lie...
Hopf-algebraic structure of families of trees (1989)
Robert Grossman, Richard G. Larson
In this paper we describe Hopf algebras which are associated with certain families of trees. These Hopf algebras originally arose in a natural fashion: one of the authors [5] was investigating data...
One approach to qualitative reasoning about dynamical systems is to extract qualitative information by searching or making queries on databases containing very large numbers of trajectories. The...
Evaluation of Expressions Involving Higher Order Derivations (1989)
Let R be a commutative ring and E 1 , . . . , EM be derivations of R which are defined in terms of derivations D 1 , . . . , DN which commute with each other. In this paper we examine the problem of...
Labeled trees and the efficient computation of derivations (1989)
Robert Grossman, Richard G. Larson
This paper is concerned with the effective parallel symbolic computation of operators under composition. Examples include differential operators under composition and vector fields under the Lie...
Models for Free Nilpotent Lie Algebras (1988)
Matthew Grayson, Robert Grossman
this paper we are interested in explicit computations of the Lie algebras g M,r . It is well known [19] that that there is a representation of g M,r on upper triangular N by N matrices. The problem...
Labeled Trees and the Algebra of Differential Operators (1988)
Robert Grossman, Richard G. Larson
This paper is concerned with the effective symbolic computation of operators under composition. Examples include differential operators under composition and vector fields under the Lie bracket. A...
Solving Nonlinear Equations from Higher Order Derivations in Linear Stages (1987)
Robert Grossman, Richard G. Larson
This paper is concerned with the e#ective computation of approximations to higher order derivations. Let R be the ring of real smooth functions on some vector space V , with coordinates x 1 , . . . ,...