35 results on '"Kennedy, Jessie"'
Search Results
2. PfSPZ-CVac malaria vaccine demonstrates safety among malaria-experienced adults: A randomized, controlled phase 1 trial
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Coulibaly, Drissa, Kone, Abdoulaye K., Traore, Karim, Niangaly, Amadou, Kouriba, Bourema, Arama, Charles, Zeguime, Amatigue, Dolo, Amagana, Lyke, Kirsten E., Plowe, Christopher V., Abebe, Yonas, Potter, Gail E., Kennedy, Jessie K., Galbiati, Shirley M., Nomicos, Effie, Deye, Gregory A., Richie, Thomas L., James, Eric R., KC, Natasha, Sim, B. Kim Lee, Hoffman, Stephen L., Doumbo, Ogobara K., Thera, Mahamadou A., and Laurens, Matthew B.
- Published
- 2022
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3. EVITA Dengue: a cluster-randomized controlled trial to EValuate the efficacy of Wolbachia-InfecTed Aedes aegypti mosquitoes in reducing the incidence of Arboviral infection in Brazil
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Collins, Matthew H., Potter, Gail E., Hitchings, Matt D. T., Butler, Ellie, Wiles, Michelle, Kennedy, Jessie K., Pinto, Sofia B., Teixeira, Adla B. M., Casanovas-Massana, Arnau, Rouphael, Nadine G., Deye, Gregory A., Simmons, Cameron P., Moreira, Luciano A., Nogueira, Mauricio L., Cummings, Derek A. T., Ko, Albert I., Teixeira, Mauro M., and Edupuganti, Srilatha
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- 2022
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4. Chloroquine as weekly chemoprophylaxis or intermittent treatment to prevent malaria in pregnancy in Malawi: a randomised controlled trial
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Divala, Titus H, Mungwira, Randy G, Mawindo, Patricia M, Nyirenda, Osward M, Kanjala, Maxwell, Ndaferankhande, Masiye, Tsirizani, Lufina E, Masonga, Rhoda, Muwalo, Francis, Boudová, Sarah, Potter, Gail E, Kennedy, Jessie, Goswami, Jaya, Wylie, Blair J, Muehlenbachs, Atis, Ndovie, Lughano, Mvula, Priscilla, Mbilizi, Yamikani, Tomoka, Tamiwe, and Laufer, Miriam K
- Published
- 2018
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5. Novel Visualisation Techniques for Working with Multiple, Overlapping Classification Hierarchies
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Graham, Martin, Watson, Mark F., and Kennedy, Jessie B.
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- 2002
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6. Implementation of the Prometheus Taxonomic Model: A Comparison of Database Models and Query Languages and an Introduction to the Prometheus Object-Oriented Model
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Raguenaud, Cédric, Pullan, Martin R., Watson, Mark F., Kennedy, Jessie B., Newman, Mark F., and Barclay, Peter J.
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- 2002
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7. The Prometheus Taxonomic Model: A Practical Approach to Representing Multiple Classifications
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Pullan, Martin R., Watson, Mark F., Kennedy, Jessie B., Raguenaud, Cédric, and Hyam, Roger
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- 2000
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8. A randomized, controlled Phase 1b trial of the Sm-TSP-2 Vaccine for intestinal schistosomiasis in healthy Brazilian adults living in an endemic area.
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Diemert, David J., Correa-Oliveira, Rodrigo, Fraga, Carlo Geraldo, Talles, Frederico, Silva, Marcella Rezende, Patel, Shital M., Galbiati, Shirley, Kennedy, Jessie K., Lundeen, Jordan S., Gazzinelli, Maria Flavia, Li, Guangzhao, Hoeweler, Lara, Deye, Gregory A., Bottazzi, Maria Elena, Hotez, Peter J., El Sahly, Hana M., Keitel, Wendy A., Bethony, Jeffrey, and Atmar, Robert L.
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BRAZILIANS ,VACCINE trials ,SCHISTOSOMIASIS ,HEPATITIS B vaccines ,SCHISTOSOMA mansoni ,NEUTRALIZATION tests ,BURULI ulcer ,HEPATITIS B - Abstract
Background: Recombinant Schistosoma mansoni Tetraspanin-2 formulated on Alhydrogel (Sm-TSP-2/Alhydrogel) is being developed to prevent intestinal and hepatic disease caused by S. mansoni. The tegumentary Sm-TSP-2 antigen was selected based on its unique recognition by cytophilic antibodies in putatively immune individuals living in areas of ongoing S. mansoni transmission in Brazil, and preclinical studies in which vaccination with Sm-TSP-2 protected mice following infection challenge. Methods: A randomized, observer-blind, controlled, Phase 1b clinical trial was conducted in 60 healthy adults living in a region of Brazil with ongoing S. mansoni transmission. In each cohort of 20 participants, 16 were randomized to receive one of two formulations of Sm-TSP-2 vaccine (adjuvanted with Alhydrogel only, or with Alhydrogel plus the Toll-like receptor-4 agonist, AP 10–701), and 4 to receive Euvax B hepatitis B vaccine. Successively higher doses of antigen (10 μg, 30 μg, and 100 μg) were administered in a dose-escalation fashion, with progression to the next dose cohort being dependent upon evaluation of 7-day safety data after all participants in the preceding cohort had received their first dose of vaccine. Each participant received 3 intramuscular injections of study product at intervals of 2 months and was followed for 12 months after the third vaccination. IgG and IgG subclass antibody responses to Sm-TSP-2 were measured by qualified indirect ELISAs at pre- and post-vaccination time points through the final study visit. Results: Sm-TSP-2/Alhydrogel administered with or without AP-10-701 was well-tolerated in this population. The most common solicited adverse events were mild injection site tenderness and pain, and mild headache. No vaccine-related serious adverse events or adverse events of special interest were observed. Groups administered Sm-TSP-2/Alhydrogel with AP 10–701 had higher post-vaccination levels of antigen-specific IgG antibody. A significant dose-response relationship was seen in those administered Sm-TSP-2/Alhydrogel with AP 10–701. Peak anti-Sm-TSP-2 IgG levels were observed approximately 2 weeks following the third dose, regardless of Sm-TSP-2 formulation. IgG levels fell to low levels by Day 478 in all groups except the 100 μg with AP 10–701 group, in which 50% of subjects (4 of 8) still had IgG levels that were ≥4-fold higher than baseline. IgG subclass levels mirrored those of total IgG, with IgG1 being the predominant subclass response. Conclusions: Vaccination of adults with Sm-TSP-2/Alhydrogel in an area of ongoing S. mansoni transmission was safe, minimally reactogenic, and elicited significant IgG and IgG subclass responses against the vaccine antigen. These promising results have led to initiation of a Phase 2 clinical trial of this vaccine in an endemic region of Uganda. Trial registration: NCT03110757. Author summary: Infection caused by Schistosoma mansoni is a major neglected tropical disease with significant associated morbidity. New tools, such as vaccines, are needed due to the inadequacy of current control strategies. Tetraspanin-2 of S. mansoni (Sm-TSP-2) is one of the lead vaccine candidates for hepatic/intestinal schistosomiasis. Antibodies induced by this vaccine are postulated to interfere with the development of the tegument of adult S. mansoni worms, thereby impairing their development and survival. We conducted a Phase 1 trial of recombinant Sm-TSP-2 adjuvanted with Alhydrogel in 60 healthy adults living in Brazil. Each participant received three vaccinations every 2 months by intramuscular injection of the vaccine administered with or without an aqueous solution of the Toll-like receptor-4 agonist, Glucopyranosyl Lipid A (AP 10–701). Sm-TSP-2/Alhydrogel was well tolerated in schistosomiasis-exposed adults; no vaccine-related severe or serious adverse events were observed. Antigen-specific IgG antibodies were induced in a dose-dependent fashion with increasing levels observed after each vaccination. The addition of AP 10–701 to the vaccine resulted in significantly higher antibody responses. Based on these results, the vaccine has been advanced into a Phase 2 clinical trial in an endemic region of Africa. [ABSTRACT FROM AUTHOR]
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- 2023
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9. The Prometheus Description Model: An Examination of the Taxonomic Description-Building Process and Its Representation
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Pullan, Martin R., Armstrong, Kate E., Paterson, Trevor, Cannon, Alan, Kennedy, Jessie B., Watson, Mark F., McDonald, Sarah, and Raguenaud, Cédric
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- 2005
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10. PfSPZ-CVac efficacy against malaria increases from 0% to 75% when administered in the absence of erythrocyte stage parasitemia: A randomized, placebo-controlled trial with controlled human malaria infection.
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Murphy, Sean C., Deye, Gregory A., Sim, B. Kim Lee, Galbiati, Shirley, Kennedy, Jessie K., Cohen, Kristen W., Chakravarty, Sumana, K. C., Natasha, Abebe, Yonas, James, Eric R., Kublin, James G., Hoffman, Stephen L., Richie, Thomas L., and Jackson, Lisa A.
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PARASITEMIA ,VACCINE effectiveness ,CLINICAL trial registries ,ERYTHROCYTES ,MALARIA vaccines ,MALARIA - Abstract
PfSPZ-CVac combines 'PfSPZ Challenge', which consists of infectious Plasmodium falciparum sporozoites (PfSPZ), with concurrent antimalarial chemoprophylaxis. In a previously-published PfSPZ-CVac study, three doses of 5.12x10
4 PfSPZ-CVac given 28 days apart had 100% vaccine efficacy (VE) against controlled human malaria infection (CHMI) 10 weeks after the last immunization, while the same dose given as three injections five days apart had 63% VE. Here, we conducted a dose escalation trial of similarly condensed schedules. Of the groups proceeding to CHMI, the first study group received three direct venous inoculations (DVIs) of a dose of 5.12x104 PfSPZ-CVac seven days apart and the next full dose group received three DVIs of a higher dose of 1.024x105 PfSPZ-CVac five days apart. CHMI (3.2x103 PfSPZ Challenge) was performed by DVI 10 weeks after the last vaccination. In both CHMI groups, transient parasitemia occurred starting seven days after each vaccination. For the seven-day interval group, the second and third vaccinations were therefore administered coincident with parasitemia from the prior vaccination. Parasitemia was associated with systemic symptoms which were severe in 25% of subjects. VE in the seven-day group was 0% (7/7 infected) and in the higher-dose, five-day group was 75% (2/8 infected). Thus, the same dose of PfSPZ-CVac previously associated with 63% VE when given on a five-day schedule in the prior study had zero VE here when given on a seven-day schedule, while a double dose given on a five-day schedule here achieved 75% VE. The relative contributions of the five-day schedule and/or the higher dose to improved VE warrant further investigation. It is notable that administration of PfSPZ-CVac on a schedule where vaccine administration coincided with blood-stage parasitemia was associated with an absence of sterile protective immunity. Clinical trials registration: NCT02773979. Author summary: The world needs a protective malaria vaccine. One approach is to repeatedly administer whole sporozoites, the parasite form that is transmitted from mosquitos to humans. Without treatment, sporozoites enter the liver, grow for a week, and then infect red blood cells, causing clinical disease. Here, we gave a vaccine consisting of sporozoites with a drug that prevents red blood cell infections to eliminate clinical illness. This approach was protective in other studies so we initially evaluated a faster schedule where the vaccine was given weekly. Surprisingly, there was no protection observed. We determined that weekly intervals led the second and third vaccine doses to be administered just as the previous dose of sporozoites was transitioning from the liver to the blood stage. Even though blood stage infection was stopped in this study by the co-administered drug (chloroquine), we hypothesized that it was problematic to administer a vaccine during blood stage infection. Therefore, we gave the vaccinations every five days so that upon the second and third doses, there were no blood-stage parasites present. With five-day spacing and a higher dose, the vaccine protected 75% of participants. These findings suggest that blood-stage infections may hinder formation of protective responses to malaria. [ABSTRACT FROM AUTHOR]- Published
- 2021
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11. Special Issue Integrated health records: practice and technology
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Hartswood, Mark, Kennedy, Jessie, Monteiro, Eric, Rouncefield, Mark, and Martin, Dave
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Integrated delivery networks -- Usage -- Evaluation ,Medical records -- Usage ,E-health -- Evaluation -- Usage ,Computers and office automation industries ,Health ,Evaluation ,Usage - Abstract
Byline: Mark Hartswood (Edinburgh University); Jessie Kennedy (Napier University, eSI Research Theme Leader); Eric Monteiro (Norwegian University of Science and Technology); Mark Rouncefield (Lancaster University); Dave Martin (Lancaster University) 75 [...]
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- 2008
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12. Teallach: a model-based user interface development environment for object databases
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Griffiths, Tony, Barclay, Peter J, Paton, Norman W, McKirdy, Jo, Kennedy, Jessie, Gray, Philip D, Cooper, Richard, Goble, Carole A, and da Silva, Paulo Pinheiro
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- 2001
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13. Towards a methodology for developing visualizations
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GRAHAM, MARTIN, KENNEDY, JESSIE, and BENYON, DAVID
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- 2000
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14. Dose-Dependent Infectivity of Aseptic, Purified, Cryopreserved Plasmodium falciparum 7G8 Sporozoites in Malaria-Naive Adults.
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Laurens, Matthew B, Berry, Andrea A, Travassos, Mark A, Strauss, Kathy, Adams, Matthew, Shrestha, Biraj, Li, Tao, Eappen, Abraham, Manoj, Anita, Abebe, Yonas, Murshedkar, Tooba, Gunasekera, Anusha, Richie, Thomas L, Lyke, Kirsten E, Plowe, Christopher V, Kennedy, Jessie K, Potter, Gail E, Deye, Gregory A, Sim, B K L, and Hoffman, Stephen L
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PLASMODIUM falciparum ,SPOROZOITES ,ADULTS ,MALARIA ,VACCINATION ,MALARIA prevention ,IMMUNITY ,IMMUNIZATION ,INTRAVENOUS therapy ,PROTOZOA ,VACCINES ,SPORES - Abstract
Direct venous inoculation of 3.2 × 103 aseptic, purified, cryopreserved, vialed Plasmodium falciparum (Pf) strain NF54 sporozoites, PfSPZ Challenge (NF54), has been used for controlled human malaria infection (CHMI) in the United States, 4 European countries, and 6 African countries. In nonimmune adults, this results in 100% infection rates. We conducted a double-blind, randomized, dose-escalation study to assess the infectivity of the 7G8 clone of Pf (PfSPZ Challenge [7G8]). Results showed dose-dependent infectivity from 43% for 8 × 102 PfSPZ to 100% for 4.8 × 103 PfSPZ. PfSPZ Challenge (7G8) will allow for more complete assessment by CHMI of antimalarial vaccines and drugs. [ABSTRACT FROM AUTHOR]
- Published
- 2019
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15. BayesPiles.
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Vogogias, Athanasios, Kennedy, Jessie, Archambault, Daniel, Bach, Benjamin, Smith, V. Anne, and Currant, Hannah
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BIOINFORMATICS , *DATA visualization , *COMPUTATIONAL biology , *BIOLOGISTS , *HEURISTIC algorithms - Abstract
We address the problem of exploring, combining, and comparing large collections of scored, directed networks for understanding inferred Bayesian networks used in biology. In this field, heuristic algorithms explore the space of possible network solutions, sampling this space based on algorithm parameters and a network score that encodes the statistical fit to the data. The goal of the analyst is to guide the heuristic search and decide how to determine a final consensus network structure, usually by selecting the top-scoring network or constructing the consensus network from a collection of high-scoring networks. BayesPiles, our visualisation tool, helps with understanding the structure of the solution space and supporting the construction of a final consensus network that is representative of the underlying dataset. BayesPiles builds upon and extends MultiPiles to meet our domain requirements. We developed BayesPiles in conjunction with computational biologists who have used this tool on datasets used in their research. The biologists found our solution provides them with new insights and helps them achieve results that are representative of the underlying data. [ABSTRACT FROM AUTHOR]
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- 2019
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16. Pathways for Theoretical Advances in Visualization.
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Chen, Min, Grinstein, Georges, Johnson, Chris R., Kennedy, Jessie, and Tory, Melanie
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DATA visualization ,ONTOLOGIES (Information retrieval) ,TAXONOMY ,COMPUTER graphics ,QUANTITATIVE research - Abstract
There is little doubt that having a theoretic foundation will benefit the field of visualization, including its main subfields. Because there has been a substantial amount of work on taxonomies and conceptual models in the visualization literature and some recent work on theoretic frameworks, such a theoretic foundation is not a foolish or impractical ambition. This article asks, “How can we build a theoretic foundation for visualization collectively as a community?” The authors envision the pathways for four different aspects of a theoretic foundation: taxonomies and ontologies, principles and guidelines, conceptual models and theoretic frameworks, and quantitative laws and theoretic systems. [ABSTRACT FROM PUBLISHER]
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- 2017
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17. A Task Taxonomy for Temporal Graph Visualisation.
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Kerracher, Natalie, Kennedy, Jessie, and Chalmers, Kevin
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DATA visualization ,MULTIVARIATE analysis ,NUMERICAL analysis ,FINITE difference method ,GRAPHICAL modeling (Statistics) - Abstract
By extending and instantiating an existing formal task framework, we define a task taxonomy and task design space for temporal graph visualisation. We discuss the process involved in their generation, and describe how the design space can be ‘sliced and diced’ into multiple overlapping task categories, requiring distinct visual techniques for their support. The approach addresses deficiencies in the task literature, offering domain independence, greater task coverage, and unambiguous task specification. The taxonomy and design space capture tasks for temporal graphs, and also static graphs, multivariate graphs, and graph comparison, and will be of value in the design and evaluation of temporal graph visualisation systems. [ABSTRACT FROM PUBLISHER]
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- 2015
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18. Vesper: Visualising species archives.
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Graham, Martin and Kennedy, Jessie
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BIOGEOGRAPHY ,DATA quality ,BIOLOGISTS ,DATA visualization ,BIODIVERSITY ,DATA structures ,JAVASCRIPT programming language - Abstract
Vesper (Visual Exploration of SPEcies-referenced Repositories) is a tool that visualises Darwin Core Archive (DwC-A) datasets, and is aimed at reducing the amount of time and effort expended by biologists to ascertain the quality of data they are generating or using. Currently, DwC-A quality checking is limited to table outputs of data ‘existence’ and compliance with DwC-A format guidelines via the online DwC-A archive validator and reader. Whilst these tools thoroughly examine the presence of data, and the correctness of data structure against the DwC-A schema, they do not give any insight into the underlying quality of the data itself. Built on top of the D3 JavaScript library, Vesper analyses and displays DwC-A datasets in three fundamental dimensions—taxonomic, geographic and temporal—with a visualisation dedicated to each of these aspects of the data. By viewing a dataset's composition in these dimensions, a data consumer can judge whether it is suitable for the tasks or analyses they have in mind, whilst a data provider can identify where a dataset they've constructed may fall short in terms of data quality i.e. does it contain data that is obviously incorrect such as the classic longitude inversion that places North American specimens in China. A further visualisation of the taxonomic dimension can reveal the subtaxa distribution of reference taxonomies—whilst a simple table reveals the presence or not of certain data types for each record to give an overall data ‘existence’ profile for the dataset. Selections of parts of a dataset within one visualisation are linked to the other visualisation displays for that dataset, permitting the discovery of whether data quality issues are restricted to identifiable sub-portions of the dataset. Vesper can handle client-side data sets of a million entities within a browser by judicious use of data filtering, as many of the data types within individual records are not necessary to judge the geographic, temporal or taxonomic distribution and extent of a dataset. Thus, many of the more verbose fields in the file can simply be passed over during an initial data decompression stage. Furthermore it can provide limited name and structure matching of a dataset against DwC-A packaged reference taxonomies to indicate data quality relative to sources outside the archive. A selection of annotated example scenarios shows how Vesper can reveal data quality issues in DwC-A archives. [ABSTRACT FROM AUTHOR]
- Published
- 2014
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19. Visualization beyond the Desktop--the Next Big Thing.
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Roberts, Jonathan C., Ritsos, Panagiotis D., Badam, Sriram Karthik, Elmqvist, Niklas, Brodbeck, Dominique, and Kennedy, Jessie
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VISUALIZATION ,HEAD-mounted displays ,VISUAL analytics ,HUMAN-computer interaction ,VIRTUAL reality - Abstract
Visualization is coming of age. With visual depictions being seamlessly integrated into documents, and data visualization techniques being used to understand increasingly large and complex datasets, the term "visualization"' is becoming used in everyday conversations. But we are on a cusp; visualization researchers need to develop and adapt to today's new devices and tomorrow's technology. Today, people interact with visual depictions through a mouse. Tomorrow, they'll be touching, swiping, grasping, feeling, hearing, smelling, and even tasting data. The next big thing is multisensory visualization that goes beyond the desktop. [ABSTRACT FROM PUBLISHER]
- Published
- 2014
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20. Visual cleaning of genotype data.
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Kennedy, Jessie, Graham, Martin, Paterson, Trevor, and Law, Andy
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- 2013
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21. Pianola - Visualization of Multivariate Time-Series Security Event Data.
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Thomson, Alistair, Graham, Martin, and Kennedy, Jessie
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- 2013
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22. MaTSE: The microarray time-series explorer.
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Craig, Paul, Cannon, Alan, Kukla, Robert, and Kennedy, Jessie
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This paper describes the design, development and evaluation of the Microarray Time-Series Explorer (MaTSE), a novel information visualization application for the exploratory analysis of large scale microarray timeseries data. The software combines a variety of visualization and interaction techniques, which work together to allow biologists to explore their data and reveal patterns that would otherwise be impossible to find. These include a scatter-plot that can be animated to view different temporal intervals of the data, a multiple coordinated view framework to support the cross reference of multiple experimental conditions, a novel method for highlighting overlapping groups in the scatter-plot, and a pattern browser component that can be used with scatterplot box queries to support cooperative visualization. [ABSTRACT FROM PUBLISHER]
- Published
- 2012
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23. Helium: visualization of large scale plant pedigrees.
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Shaw, Paul D., Graham, Martin, Kennedy, Jessie, Milne, Iain, and Marshall, David F.
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Background: Plant breeders use an increasingly diverse range of data types to identify lines with desirable characteristics suitable to be taken forward in plant breeding programmes. There are a number of key morphological and physiological traits, such as disease resistance and yield that need to be maintained and improved upon if a commercial variety is to be successful. Computational tools that provide the ability to integrate and visualize this data with pedigree structure, will enable breeders to make better decisions on the lines that are used in crossings to meet both the demands for increased yield/production and adaptation to climate change. Results: We have used a large and unique set of experimental barley (H. vulgare) data to develop a prototype pedigree visualization system. We then used this prototype to perform a subjective user evaluation with domain experts to guide and direct the development of an interactive pedigree visualization tool called Helium. Conclusions: We show that Helium allows users to easily integrate a number of data types along with large plant pedigrees to offer an integrated environment in which they can explore pedigree data. We have also verified that users were happy with the abstract representation of pedigrees that we have used in our visualization tool. [ABSTRACT FROM AUTHOR]
- Published
- 2014
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24. MaTSE: the gene expression time-series explorer.
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Craig, Paul, Cannon, Alan, Kukla, Robert, and Kennedy, Jessie
- Abstract
Background: High throughput gene expression time-course experiments provide a perspective on biological functioning recognized as having huge value for the diagnosis, treatment, and prevention of diseases. There are however significant challenges to properly exploiting this data due to its massive scale and complexity. In particular, existing techniques are found to be ill suited to finding patterns of changing activity over a limited interval of an experiments time frame. The Time-Series Explorer (TSE) was developed to overcome this limitation by allowing users to explore their data by controlling an animated scatter-plot view. MaTSE improves and extends TSE by allowing users to visualize data with missing values, cross reference multiple conditions, highlight gene groupings, and collaborate by sharing their findings. Results: MaTSE was developed using an iterative software development cycle that involved a high level of user feedback and evaluation. The resulting software combines a variety of visualization and interaction techniques which work together to allow biologists to explore their data and reveal temporal patterns of gene activity. These include a scatter-plot that can be animated to view different temporal intervals of the data, a multiple coordinated view framework to support the cross reference of multiple experimental conditions, a novel method for highlighting overlapping groups in the scatter-plot, and a pattern browser component that can be used with scatter-plot box queries to support cooperative visualization. A final evaluation demonstrated the tools effectiveness in allowing users to find unexpected temporal patterns and the benefits of functionality such as the overlay of gene groupings and the ability to store patterns. Conclusions: We have developed a new exploratory analysis tool, MaTSE, that allows users to find unexpected patterns of temporal activity in gene expression time-series data. Overall, the study acted well to demonstrate the benefits of an iterative software development life cycle and allowed us to investigate some visualization problems that are likely to be common in the field of bioinformatics. The subjects involved in the final evaluation were positive about the potential of MaTSE to help them find unexpected patterns in their data and characterized MaTSE as an exploratory tool valuable for hypothesis generation and the creation of new biological knowledge. [ABSTRACT FROM AUTHOR]
- Published
- 2013
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25. A Comparison of Techniques for Name Matching.
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Taoxin Peng, Lin Li, and Kennedy, Jessie
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DATA mining ,DATA integration ,WEB search engines ,DATABASE searching ,INFORMATION resources management - Abstract
Information explosion is a problem for everyone nowadays. It is a great challenge to all kinds of businesses to maintain high quality of data in their information applications, such as data integration, text and web mining, information retrieval, search engine, etc. In such applications, matching names is one of the popular tasks. There are a number of name matching techniques available. Unfortunately, there is no existing name matching technique that performs the best in all situations. Therefore, a problem that every researcher or a practitioner has to face is how to select an appropriate technique for a given dataset. This paper analyses and evaluates a set of popular name matching techniques on several carefully designed different datasets. The experimental comparison confirms the statement that there is no clear best technique. Some suggestions have been presented, which can be used as guidance for researchers and practitioners to select an appropriate name matching technique in a given dataset. [ABSTRACT FROM AUTHOR]
- Published
- 2012
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26. VIPER: a visualisation tool for exploring inheritance inconsistencies in genotyped pedigrees.
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Paterson, Trevor, Graham, Martin, Kennedy, Jessie, and Law, Andy
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DATA visualization ,GENE mapping ,GENETIC markers ,BIOMARKERS ,BIOINFORMATICS - Abstract
Background: Pedigree genotype datasets are used for analysing genetic inheritance and to map genetic markers and traits. Such datasets consist of hundreds of related animals genotyped for thousands of genetic markers and invariably contain multiple errors in both the pedigree structure and in the associated individual genotype data. These errors manifest as apparent inheritance inconsistencies in the pedigree, and invalidate analyses of marker inheritance patterns across the dataset. Cleaning raw datasets of bad data points (incorrect pedigree relationships, unreliable marker assays, suspect samples, bad genotype results etc.) requires expert exploration of the patterns of exposed inconsistencies in the context of the inheritance pedigree. In order to assist this process we are developing VIPER (Visual Pedigree Explorer), a software tool that integrates an inheritance-checking algorithm with a novel space-efficient pedigree visualisation, so that reported inheritance inconsistencies are overlaid on an interactive, navigable representation of the pedigree structure. Methods and results: This paper describes an evaluation of how VIPER displays the different scales and types of dataset that occur experimentally, with a description of how VIPER’s display interface and functionality meet the challenges presented by such data. We examine a range of possible error types found in real and simulated pedigree genotype datasets, demonstrating how these errors are exposed and explored using the VIPER interface and we evaluate the utility and usability of the interface to the domain expert. Evaluation was performed as a two stage process with the assistance of domain experts (geneticists). The initial evaluation drove the iterative implementation of further features in the software prototype, as required by the users, prior to a final functional evaluation of the pedigree display for exploring the various error types, data scales and structures. Conclusions: The VIPER display was shown to effectively expose the range of errors found in experimental genotyped pedigrees, allowing users to explore the underlying causes of reported inheritance inconsistencies. This interface will provide the basis for a full data cleaning tool that will allow the user to remove isolated bad data points, and reversibly test the effect of removing suspect genotypes and pedigree relationships. [ABSTRACT FROM AUTHOR]
- Published
- 2012
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27. Research directions in data wrangling: Visualizations and transformations for usable and credible data.
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Kandel, Sean, Heer, Jeffrey, Plaisant, Catherine, Kennedy, Jessie, van Ham, Frank, Riche, Nathalie Henry, Weaver, Chris, Lee, Bongshin, Brodbeck, Dominique, and Buono, Paolo
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DATA visualization ,RESEARCH questions ,DATABASES ,DATA quality ,SOCIAL interaction - Abstract
In spite of advances in technologies for working with data, analysts still spend an inordinate amount of time diagnosing data quality issues and manipulating data into a usable form. This process of 'data wrangling' often constitutes the most tedious and time-consuming aspect of analysis. Though data cleaning and integration arelongstanding issues in the database community, relatively little research has explored how interactive visualization can advance the state of the art. In this article, we review the challenges and opportunities associated with addressing data quality issues. We argue that analysts might more effectively wrangle data through new interactive systems that integrate data verification, transformation, and visualization. We identify a number of outstanding research questions, including how appropriate visual encodings can facilitate apprehension of missing data, discrepant values, and uncertainty; how interactive visualizations might facilitate data transform specification; and how recorded provenance and social interaction might enable wider reuse, verification, and modification of data transformations. [ABSTRACT FROM AUTHOR]
- Published
- 2011
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28. Visualising Errors in Animal Pedigree Genotype Data.
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Graham, Martin, Kennedy, Jessie, Paterson, Trevor, and Law, Andy
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ANIMAL pedigrees , *ANIMAL genetics , *ERROR analysis in mathematics , *GENETIC markers , *ANIMAL populations - Abstract
Genetic analysis of a breeding animal population involves determining the inheritance pattern of genotypes for multiple genetic markers across the individuals in the population pedigree structure. However, experimental pedigree genotype data invariably contains errors in both the pedigree structure and in the associated individual genotypes, introducing inconsistencies into the dataset, rendering them useless for further analysis. The resolution of these errors requires consideration of genotype inheritance patterns in the context of the pedigree structure. Existing pedigree visualisations are typically more suited to human pedigrees and are less suitable for large complex animal pedigrees which may exhibit cross generational inbreeding. Similarly, table-based viewers of genotype marker data can highlight where errors become apparent but lack the functionality and interactive visual feedback to allow users to locate the origin of errors within the pedigree. In this paper, we detail a design study steered by biologists who work with pedigree data, and describe successive iterations through approaches and prototypes for viewing genotyping errors in the context of a displayed pedigree. We describe how each approach performs with real pedigree genotype data and why eventually we deemed them unsuitable. Finally, a novel prototype visualisation for pedigrees, which we term the 'sandwich view', is detailed and we demonstrate how the approach effectively communicates errors in the pedigree context, supporting the biologist in the error identification task. [ABSTRACT FROM AUTHOR]
- Published
- 2011
- Full Text
- View/download PDF
29. A Rule Based Taxonomy of Dirty Data.
- Author
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Lin Li, Peng, Taoxin, and Kennedy, Jessie
- Subjects
DATA quality ,BUSINESS success ,DATA scrubbing ,DATABASE management ,ELECTRONIC data processing - Abstract
There is a growing awareness that high quality of data is a key to today's business success and that dirty data existing within data sources is one of the causes of poor data quality. To ensure high quality data, enterprises need to have a process, methodologies and resources to monitor, analyze and maintain the quality of data. Nevertheless, research shows that many enterprises do not pay adequate attention to the existence of dirty data and have not applied useful methodologies to ensure high quality data for their applications. One of the reasons is a lack of appreciation of the types and extent of dirty data. In practice, detecting and cleaning all the dirty data that exists in all data sources is quite expensive and unrealistic. The cost of cleaning dirty data needs to be considered for most of enterprises. This problem has not attracted enough attention from researchers. In this paper, a rule-based taxonomy of dirty data is developed. The proposed taxonomy not only provides a mechanism to deal with this problem but also includes more dirty data types than any of existing such taxonomies. [ABSTRACT FROM AUTHOR]
- Published
- 2011
- Full Text
- View/download PDF
30. A survey of multiple tree visualisation.
- Author
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Graham, Martin and Kennedy, Jessie
- Subjects
TREE graphs ,DATA visualization ,MATHEMATICAL combinations ,GOAL (Psychology) ,INFORMATION theory ,REPRESENTATIONS of graphs ,SYSTEM analysis - Abstract
This article summarises the current state of research into multiple tree visualisations. It discusses the spectrum of current representation techniques used on single trees, pairs of trees and finally multiple trees, in order to identify which representations are best suited to particular tasks and to find gaps in the representation space, in which opportunities for future multiple tree visualisation research may exist. The application areas from where multiple tree data are derived are enumerated, and the distinct structures that multiple trees make in combination with each other and the effect on subsequent approaches to their visualisation are discussed, along with the basic high-level goals of existing multiple tree visualisations. [ABSTRACT FROM AUTHOR]
- Published
- 2010
- Full Text
- View/download PDF
31. Exploring Multiple Trees through DAG Representations.
- Author
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Graham, Martin and Kennedy, Jessie
- Subjects
DATA visualization ,GRAPHIC methods ,TREE graphs ,GRAPH theory ,CHARTS, diagrams, etc. - Abstract
We present a Directed Acyclic Graph visualisation designed to allow interaction with a set of multiple classification trees, specifically to find overlaps and differences between groups of trees and individual trees. The work is motivated by the need to find a representation for multiple trees that has the space-saving property of a general graph representation and the intuitive parent-child direction cues present in individual representation of trees. Using example taxonomic data sets, we describe augmentations to the common barycenter DAG layout method that reveal shared sets of child nodes between common parents in a clearer manner. Other interactions such as displaying the multiple ancestor paths of a node when it occurs in several trees, and revealing intersecting sibling sets within the context of a single DAG representation are also discussed. [ABSTRACT FROM AUTHOR]
- Published
- 2007
- Full Text
- View/download PDF
32. Visual exploration of alternative taxonomies through concepts.
- Author
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Graham, Martin and Kennedy, Jessie
- Subjects
GRAPHICAL user interfaces ,USER interfaces ,TAXONOMY ,ECOLOGY ,METADATABASES - Abstract
Abstract: A graphical user interface is presented that allows users of taxonomic data to explore concept relationships between conflicting but related taxonomic classifications. Ecological analyses that use taxonomic metadata depend on accurate naming of specimens and taxa, and if the metadata involves several taxonomies, care has to be taken to match concepts between them. To perform this accurately requires expert-defined concept relationships, which are more complex yet more representative than the simple one-to-one mappings found through simple name matching, and can accommodate nomenclatural changes and differences in classification technique (cf ‘lumpers’ versus ‘splitters’). In the SEEK-Taxon (Scientific Environment for Ecological Knowledge) project we aim to help users of taxonomic datasets untangle and understand these relationships through a prototype visual interface which graphically displays these relationship structures, allowing users to comprehend such information and more accurately name their data. [Copyright &y& Elsevier]
- Published
- 2007
- Full Text
- View/download PDF
33. Survival Talk for Educators—Inservice Training.
- Author
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Kaplan, Leonard, Faxon, Jack, Breivogel, W. F., and Kennedy, Jessie
- Subjects
IN-service training of teachers ,TEACHER centers ,COMMUNITY-school relationships ,TEACHERS & community ,EDUCATIONAL quality ,SCHOOL children ,TEACHERS colleges ,EDUCATIONAL innovations ,GRADUATE study in education - Abstract
The presents several point views related to the issue of inservice training. Jack Faxon, chairman of senate education committee states that being in the teaching profession, it is important that teachers must know and understand not just the pupils in the class, but also the community where they teaching. W. F. Breivogel, Executive Secretary of Florida Educational Research and Development Council, Inc., believed that the survival of the colleges of education rely on how it gets through in inservice education, which in the long run will share innovations in teaching and research. Jessie Kennedy, director of Detroit Center for Professional Growth and Development sees that teacher centers serve as the important agent promoting collaboration of school and quality of education.
- Published
- 1977
- Full Text
- View/download PDF
34. Time-series Explorer: An Animated Information Visualisation for Microarray Time-course Data.
- Author
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Craig, Paul, Kennedy, Jessie, and Cumming, Andrew
- Subjects
- *
BIOINFORMATICS , *TIME series analysis , *COMPUTATIONAL biology , *VISUALIZATION , *BIOLOGISTS - Abstract
A conference paper on Time-series Explorer is presented. It describes Time-series Explorer as an animated information visualization for microarray time-course data. It also discusses how biologists can be supported by Time-series Explorer in their attempt to reveal type of pattern by allowing them to visualize their data controlling an animated interval scatter-plot linked to two complementary graph views.
- Published
- 2005
- Full Text
- View/download PDF
35. bclasses: A construct and method for modelling co-operative object behaviour
- Author
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Marshall, Bryn R., Kennedy, Jessie B., and Barclay, Peter J.
- Published
- 1997
- Full Text
- View/download PDF
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