Physical Sciences and Mathematics Commons^™

Concept Drift Datasets, Patrick Lindstrom

Doctoral

This zip file contains the datasets used in the PhD thesis:

Lindstrom, P., 2013. Handling Concept Drift in the Context of Expensive Labels. Technological University Dublin. For more information about the datasets please see the README file and the aforementioned thesis.

Mid-Ir Emissivity Spectra Of Mg- And Ca- Carbonates, Oxides, And Hydroxides, Timothy Glotch

Geosciences Research Data

We used three methods—spectral index mapping, linear spectral mixture analysis, and factor analysis and target transformation—to determine if carbonate decomposition products, including lime (CaO), periclase (MgO), portlandite (Ca(OH)2), and brucite (Mg(OH)2), are present on the surface of Mars. Using an expanded spectral library that includes decomposition products of calcite and magnesite, we deconvolved a binned emissivity data set from the Mars Global Surveyor Thermal Emission Spectrometer (MGS-TES). The deconvolution model indicates that anhydrous carbonates are not present at kilometer scales above the TES detection limit; however, carbonate decomposition products may be present at or above the TES detection limit in …

Elucidation Of The Biosynthesis Of The Di-C-Glycosylflavone Isoschaftoside, An Allelopathic Component From Desmodium Spp. That Inhibits Striga Spp. Development, Mary L. Hamilton, Serge P. Kuate, Melissa Brazier-Hicks, John C. Caulfield, Ruth Rose, Robert Edwards, Baldwyn Torto, John A. Pickett, Antony M. Hooper

All Peer-Reviewed Publications

Isoschaftoside, an allelopathic di-C-glycosylflavone from Desmodium spp. root exudates, is biosynthesised through sequential glucosylation and arabinosylation of 2-hydroxynaringenin with UDP-glucose and UDP-arabinose. Complete conversion to the flavone requires chemical dehydration implying a dehydratase enzyme has a role in vivo to complete the biosynthesis. The C-glucosyltransferase has been partially characterised and its activity demonstrated in highly purified fractions. © 2012 Elsevier Ltd. All rights reserved.

Species Richness And Nest Dispersion Of Some Tropical Meliponine Bees (Apidae: Meliponinae) In Six Habitat Types In The Kakamega Forest, Western Kenya, Kiatoko Nkoba, Suresh Kumar Raina, Elluid Muli, Klaus Mithofer, Jones Mueke

All Peer-Reviewed Publications

A study to determine the species richness and spatial distribution of five meliponine bee species in three different habitats in the Kakamega forest was undertaken for the first time. Two forest (indigenous and mixed indigenous) and two grassland (with Eucalyptus spp. trees and indigenous trees) types, along with homesteads (in the vicinity of mixed indigenous forest and indigenous forest, respectively), were surveyed. Line transect methods were used in the nest survey in each habitat. The highest number of species was recorded in the indigenous forest, while no nest was discovered in the grassland with Eucalyptus spp. trees. The mean number …

How To Create A Two-Component Spinor, Charles G. Torre

How to... in 10 minutes or less

Let (M, g) be a spacetime, i.e., a 4-dimensional manifold M and Lorentz signature metric g. The key ingredients needed for constructing spinor fields on the spacetime are: a complex vector bundle E -> M ; an orthonormal frame on TM ; and a solder form relating sections of E to sections of TM (and tensor products thereof). We show how to create a two-component spinor field on the Schwarzschild spacetime using the DifferentialGeometry package in Maple. PDF and Maple worksheets can be downloaded from the links below.

The Octonions And The Exceptional Lie Algebra G2, Ian M. Anderson

Research Vignettes

The octonions O are an 8-dimensional non-commutative, non-associative normed real algebra. The set of all derivations of O form a real Lie algebra. It is remarkable fact, first proved by E. Cartan in 1908, that the the derivation algebra of O is the compact form of the exceptional Lie algebra G2. In this worksheet we shall verify this result of Cartan and also show that the derivation algebra of the split octonions is the split real form of G2.

PDF and Maple worksheets can be downloaded from the links below.

Evaluation Of Persistence And Relative Toxicity Of Some Pest Control Products To Adults Of Two Native Trichogrammatid Species In Kenya, G. Momanyi, R. Maranga, S. Sithanantham, S. Agong, C. M. Matoka, S. A. Hassan

All Peer-Reviewed Publications

The utilization of native trichogrammatids for biocontrol of Helicoverpa armigera (Hbn.) and their potential integration with pesticide use are currently receiving attention. In this study the interaction of adults of Trichogramma sp. nr. mwanzai and Trichogrammatoidea sp. nr. lutea with commonly used pesticide products was investigated. The toxicity of eight pest control products commonly used in vegetable crops in Kenya, were evaluated by exposing the adults of the two species to detached potted tomato leaves at different intervals after spraying. Two biologically derived products, Achook ® (neem-based) and Dipel ® (Bt ssp. kurstaki)-were found to be harmless and had no …

Higher Order Symmetries Of The Kdv Equation, Ian M. Anderson

Research Vignettes

In this worksheet we symbolically construct the formal inverse of the total derivative operator and use it to construct the recursion operator for the higher-order symmetries of the KdV equation. Using this recursion operator we generate the first 5 generalized symmetries of the KdV equation and verify that they all commute.

PDF and Maple worksheets can be downloaded from the links below.

Molecule For Electronics: A Myriad Of Opportunities Comes With Daunting Challenges, Ranjit Pati

Department of Physics Publications

Since the invention of Integrated Circuit (IC) in 1958, we have seen an unprecedented growth in Si-based electronics industry; ICs are currently used in almost all electronic gadgets. However, it is now very much clear that this era of growth we have been witnessing for the last five decades will soon hit the brick wall, once the transistor size reaches the physical limit of miniaturization.

A Homogeneous Solution Of The Einstein-Maxwell Equations, Charles G. Torre

Research Vignettes

We exhibit and analyze a homogeneous spacetime whose source is a pure radiation electromagnetic field [1]. It was previously believed that this spacetime is the sole example of a homogeneous pure radiation solution of the Einstein equations which admits no electromagnetic field (see [2] and references therein). Here we correct this error in the literature by explicitly displaying the electromagnetic source. This result implies that all homogeneous pure radiation spacetimes satisfy the Einstein-Maxwell equations.

PDF and Maple worksheets can be downloaded from the links below.

Deep Silicate Absorption Features In Compton-Thick Active Galactic Nuclei Predominantly Arise Due To Dust In The Host Galaxy, A. D. Goulding, D. M. Alexander, F. E. Bauer, W. R. Forman, R. C. Hickox

Dartmouth Scholarship

We explore the origin of mid-infrared (mid-IR) dust extinction in all 20 nearby (z < 0.05) bona fide Compton-thick (N _H > 1.5 × 10²⁴ cm^–2) active galactic nuclei (AGNs) with hard energy (E > 10 keV) X-ray spectral measurements. We accurately measure the silicate absorption features at λ ~ 9.7 μm in archival low-resolution (R ~ 57-127) Spitzer Infrared Spectrograph spectroscopy, and show that only a minority (≈45%) of nearby Compton-thick AGNs have strong Si-absorption features (S _9.7 = ln (f _int/f _obs) 0.5) which would indicate significant dust attenuation. The majority (≈60%) are star …

How To Create A Lie Algebra, Ian M. Anderson

How to... in 10 minutes or less

We show how to create a Lie algebra in Maple using three of the most common approaches: matrices, vector fields and structure equations. PDF and Maple worksheets can be downloaded from the links below.

The Role Of Numerical Competence In A Specialized Predatory Strategy Of An Araneophagic Spider, Ximena J. Nelson, Robert R. Jackson

All Peer-Reviewed Publications

Although a wide range of vertebrates have been considered in research on numerical competence, little is known about the role of number-related decisions in the predatory strategies of invertebrates. Here, we investigate how numerical competence is expressed in a highly specialized predatory strategy adopted by the small juveniles of Portiaafricana when practicing communal predation, with the prey being another spider, Oecobius amboseli. Two or more P. africana juveniles sometimes settle by the same oecobiid nest and then share the meal after one individual captures the oecobiid. Experiments were designed to clarify how these predators use number-related cues in conjunction with …

Starcraft Ii In-Game Action Lists, Gong Wei, Ee Peng Lim, Achananuparp Palakorn, Feida Zhu, David Lo, Freddy Chua

SMU Research Data

1732 event logs of actions performed by players in Starcraft II public replays downloaded from GameReplays.org.

The Data Set consists of 1732 log files (Size: 55 MB) compressed into a Zip archive (Size: 9.3 MB).

This dataset has accumulated 267 downloads from 19 July 2012 to 2 Nov 2017 before being transferred to another collection.

Old URL: http://ink.library.smu.edu.sg/data/1/

Delayed Observation Planning In Partially Observable Domains, Pradeep Reddy Varakantham, Janusz Marecki

Research Collection School Of Computing and Information Systems

Traditional models for planning under uncertainty such as Markov Decision Processes (MDPs) or Partially Observable MDPs (POMDPs) assume that the observations about the results of agent actions are instantly available to the agent. In so doing, they are no longer applicable to domains where observations are received with delays caused by temporary unavailability of information (e.g. delayed response of the market to a new product). To that end, we make the following key contributions towards solving Delayed observation POMDPs (D-POMDPs): (i) We first provide an parameterized approximate algorithm for solving D-POMDPs efficiently, with desired accuracy; and (ii) We then propose …

1112+3548_Nir_Spex, J. Patience

Publications and Research

No abstract provided.

Open Source Classroom Polling (Interactive Response) Facility, Ronald I. Greenberg

Computer Science: Faculty Publications and Other Works

The contents of the UNIX directory resulting from unzipping the .zip file provide a demonstration of a simple polling facililty that instructors can use in class any time that students have access to a web browser. This is a good way to have students work problems and see to what extent they are converging towards correct answers.

Unlike other polling facilities, this one is completely free without any restrictions on number of simultaneous users, etc. It also allows a feature most polling facilities do not in that it may be used for completely free-form answers, and the instructor can still …

Effect Of Temperature And Relative Humidity On The Development And Fecundity Of Chilo Partellus (Swinhoe) (Lepidoptera: Crambidae), A. Tamiru, E. Getu, B. Jembere, T. Bruce

All Peer-Reviewed Publications

The spotted stemborer, Chilo partellus (Swinhoe) (Lepidoptera: Crambidae), is one of the most important insect pests attacking maize and sorghum in Ethiopia. Recent studies have indicated that the pest is spreading to new locations where it was not reported before. In the current study, laboratory investigations were carried out to determine the combined effect of different levels of relative humidity and temperature regimes on the development and fecundity of C. partellus, as these physical factors are known to play an important role in the life cycle of insects and adaptability to local climate. Developmental time, longevity, potential fecundity and realized …

Hydrological Visualization And Analysis System And Drought Related Feature Selection Based On Sectional Correlation Measurement, Piraporn Jangyodsuk

Computer Science and Engineering Theses - Archive

Because of the larger data storage and the faster computational power, computer can process and store much finer resolution data. Aside from data analysis, data visualization is also an important task to understand the data. In this work, the Hydrological Visualization and Analysis System is developed to help both hydrologists and local people view and examine the high resolution hydrological data. Then, this data is analyzed to determine which variables are related to the change of drought condition in Arlington, Texas. A new correlation measurement method called sectional correlation is proposed and used as an objective function of the drought …

Dynamic Cache Reconfiguration For Energy Optimization In Chip Multiprocessors, Gaurav Puri

Computer Science and Engineering Theses - Archive

Cache reconfiguration for chip multiprocessors (CMP) in order to reduce energy consumption is a challenging research problem. This thesis presents a dynamic scheme for level one cache design where the processing core can dynamically switch to a lower energy configuration. The proposed scheme is based on a heuristic that can either be executed as part of the firmware or implemented in hardware with very low additional overhead. The heuristic functions periodically after a pre-defined fixed interval for each processing core. The heuristic first examines the statistics calculated over the previous intervals and then switches the cache to an improved configuration …

Automatic Scheduler: A New Approach For Scheduling Rides, Amey Sudhir Bhalerao

Computer Science and Engineering Theses - Archive

Scheduling plays an important role in a person's life. Even computers use the concept of scheduling when it comes to processing jobs. Scheduling is important in cases normally when there is large data to process and manual scheduling is not an easy option to go for. A new concept of developing a scheduler has been discussed in this thesis. The algorithm was designed keeping in mind the Para Transit agencies that operate on federal funds to provide cheap transport service to the clients. The algorithm presented here is developed with the intention to reduce the delay faced by the client …

Querying Entity-Relationship Graphs By Example Tuples: Experimental Evaluation And User Study, Mahesh Gupta

Computer Science and Engineering Theses - Archive

The World Wide Web today has evolved into a rich repository of entities where many knowledge bases containing entity-related information are directly available. Such knowledge bases are often in the form of entity-relationship graphs. To query entity-relationship graphs, users need to provide input entities, attributes and relationships by complex query graphs. To improve the usability of graph database systems, we study a novel mechanism that queriesentity-relationship graphs by example tuples. It allows users to express a query in the form of one or more tuples consisting of entities. The underlying query system automatically builds aquery graph based on the example …

Effective And Secure Use Of Human Relation Networks, Na Li

Computer Science and Engineering Dissertations - Archive

With the advent of Web 2.0 and advanced techniques of wireless devices (e.g., smart phones or iPhones), Online Social Networks (OSNs) and Mobile Social Networks (MSNs) are becoming integral part of our lives as two main digital social communities. Data collected from people's communication on OSNs and MSNs contains valuable information which makes human relationships more visible as compared to their existence in our physical world. For instance, the friend list on a user's profile page on Facebook clearly tells us the user's friendships with other users. Moreover, the short-range wireless communication techniques (e.g., Bluetooth) also enable us to “sense” …

Electrolysis Of Coal And Carbon Slurry Suspensions, Moustafa Reda Aboushabana

Chemistry & Biochemistry Dissertations - Archive

In this dissertation study, different ranks of coal and carbons were tested as anode depolarizers in a three electrode electrochemical cell designed for hydrogen generation. The focus of this study was mainly Texas lignite coal (TXLC). For comparison purposes, other coals were carefully chosen to cover the range from high-rank, intermediate-rank, and to low-rank (TXLC). Carbon blacks and carbon nanotubes were also studied to gain more insight into the mechanistic aspects of the electrolysis process.The Fe3+/2+ redox couple was used as an oxidation mediator throughout the study. It shuttles the electrons between the coal or carbon particles and the anode …

Mixed Lineage Leukemia Histone Methylases In Hormonal Regulation Of Hox Genes And Their Disruption By Endocrine Disrupting Chemicals, Imran Hussain

Chemistry & Biochemistry Dissertations - Archive

Homeobox (HOX) genes are highly conserved family of genes that play vital roles during cell differentiation and embryogenesis. Of the 39 HOX genes present in human, HOXC6 is a critical players in mammary gland development, milk production and is over-expressed in breast and prostate cancer. I demonstrated that HOXC6 is transcriptionally regulated by estrogen (E2). The HOXC6 promoter contains two putative estrogen response elements (EREs). Promoter analysis using luciferase-based reporter assay demonstrated that both EREs are responsive to E2, ERE1_half being more responsive than ERE2_half. Estrogen receptors alpha and beta (ERα and ERβ) bind to these EREs …

Catalytic Hydro-Liquefaction Of Lignite Coals Under Mild Conditions, Mahir Alrashdan

Chemistry & Biochemistry Dissertations - Archive

A low-cost thermo-chemical process for the liquefaction of lignite coals is being developed at the University of Texas at Arlington (UTA). The coal-toliquids (CTL) project has focused of developing a liquefaction process which is made economically attractive by the combination of using a cheap coal feedstock, such as lignite, use of cheap disposable catalysts, and limiting the operating conditions to mild temperatures and pressures, at least relative to many existing CTL processes. The UTA-CTL process uses a solvent which is derived from the pyrolysis of lignite, an inexpensive iron-based catalyst and mild temperatures and pressures to hydrogenate and depolymerize the …

Increasing Lipophilicity Of Redox Active Ruthenium Complexes As A Means To Enhance Cytotoxicity And Reduce Animal Toxicity, Nagham Alatrash

Chemistry & Biochemistry Theses - Archive

The dinuclear and monomeric ruthenium(II) polypyridyl complexes [(phen)2Ru(tatpp)Ru(phen)2]Cl4 (P) and monomer [(phen)2Ru(tatpp)]Cl2 (MP) are promising candidates for anticancer drug development in terms of the observed anti-tumor activity in mouse models. These complexes contain the redox-active tatpp bridging ligand which seems to be the critical component for biological activity. Ruthenium complexes containing the tatpp ligand have been shown to cleave DNA with an inverse dependence on the [O2], exhibit selective and good cytotoxicity towards a number of cultured malignant cell lines, and have tolerable acute toxicity in mice. Significantly, the animal toxicity of P and MP is significantly less than simple …

Ruthenium(Ii) Polypyridyl Complexes As Potential Anticancer Drugs: Synthesis, Characterization, Cell Permeability And Investigation Of Their Hypoxia-Selectivity, Yanling Chen

Chemistry & Biochemistry Theses - Archive

Research on biological activity of ruthenium polypyridyl complexes (RPCs) continues to attract interest as these complexes have shown promising anti-cancer activity both in vitro and in vivo. The mononuclear RPC, [(phen)₂Ru(tatpp)]²⁺ (MP) and the related dinuclear complex [(phen)₂Ru(tatpp)Ru(phen)₂]⁴⁺ (P) have been shown to both intercalate with DNA and show potentiated DNA cleavage under anaerobic and reducing conditions¹ ² as well as show good selectivity and cytotoxicity towards malignant cell lines in vitro and tumors in vivo. Both complexes contain the redox-active tatpp ligand which is thought to be the essential component for the observed biological activity. This thesis is focused …

Applications Of Circular Dichroism (Cd) Spectroscopy As An Educational Tool For Undergraduate Students And Monitoring Protein Conformational Changes Induced By Ligand Binding, Catherine Ann Van Der Kar

Chemistry & Biochemistry Theses - Archive

The work reported here provides an overview on the applications of circular dichroism (CD) spectroscopy for the study of protein secondary structure. This project has two specific goals. First, to develop and validate an undergraduate experiment for CHEM 3175 (biophysical chemistry laboratory) to demonstrate the use of CD spectroscopy for the determination of protein secondary structure. In an extension of this work, the same principles of analysis were applied to the study and characterization of the protein-ligand interaction of MiaE (a non-heme iron hydroxylase) and its substrate, tRNA.

Proximity Of Cancer Cases To Airports Within The State Of Texas, Sala Nanyanzi Senkayi

Earth & Environmental Sciences Dissertations - Archive

Determining whether the incidence of cancer may be associated with pollutants emitted from airports is important in order to better plan cities to reduce such incidences. This research aims to answer the following questions: 1) Is there a trend between the incidence of various kinds of cancer and proximity to air emission sources, including airports, in Texas? and 2) Specifically, is there a relationship between childhood leukemia and airport benzene emissions? Texas has two airports ranked among the top 10 U.S. airports in terms of enplanements for Jan.-March 2010: Houston ranked 7th, while Dallas was 3rd . State-wide cancer incidence …