Digital Commons Network^™

Applying The Wrapper Approach For Auto Discovery Of Under-Sampling And Over-Sampling Percentages On Skewed Datasets, Ajay D. Joshi

USF Tampa Graduate Theses and Dissertations

Machine learning applications are plagued by the imbalance observed among the class sizes in many real world datasets. A dataset is said to be skewed or imbalanced when its classes are very unequally represented. A naïve classifier learned from these skewed datasets is always biased towards the majority classes which constitute a major percentage of the samples in the dataset. As a result the accuracy on the minority classes is hampered. In many real world applications like network intrusion detection, cancer detection from mammography images, etc. the events of interest are very rare and the cost of not detecting these …

Behavioral Vhdl Implementation Of Coherent Digital Gps Signal Receiver, Viswanath Daita

USF Tampa Graduate Theses and Dissertations

Global Positioning System is a technology which is gaining acceptance. Originally developed for military purposes, it is being used in civilian applications such as navigation, emergency services, etc. A system-on-chip application merges different functions and applications on a single substrate. This project models a GPS receiver for a system on chip application. The GPS receiver, developed as a core, is intended to be a part of a navigation tour guide being developed. The scope of this work is the GPS C/A code on the L1 carrier. The digital signal processing back-end in a GPS receiver is modelled in this work. …

Behavioral And Rt-Level Estimation And Optimization Of Crosstalk In Vlsi Asics, Suvodeep Gupta

USF Tampa Graduate Theses and Dissertations

Downscaling of technology causes signal integrity problems due to crosstalk between closely-spaced interconnect lines. Existing crosstalk estimation and optimization techniques operate at the layout-level of circuits and fail to utilize the efficient design-space exploration at the high-level. To address this, we propose word-level statistical techniques which estimate crosstalk between bus lines: (1) Given a data stream, the first technique simply counts the number of crosstalk events on each bus line. The drawback of this technique is that the execution time is proportional to the stream length. This is overcome by the second enumerative technique which is purely statistical in nature. …

Creating A Distributed Field Robot Architecture For Multiple Robots, Matthew T. Long

USF Tampa Graduate Theses and Dissertations

This thesis describes the design and implementation of a distributed robot architecture, Distributed Field Robot Architecture. The approach taken in this thesis is threefold. First, the distributed architecture builds on existing hybrid deliberative/reactive architectures used for individual robots rather than creating a distributed architecture that requires re-engineering of existing robots. Second, the distributed layer of the architecture incorporates concepts from artificial intelligence and software agents. Third, the architecture is designed around Suns Jini middleware layer, rather than creating a middleware layer from scratch or attempting to adapt a software agent architecture. This thesis makes three primary contributions, both theoretical and …

Quantitative Paleoenvironmental Analysis Of Carbonate Platform Sediments On The Marion Plateau (Ne Australia, Odp Leg 194), Kathryn Sheps

USF Tampa Graduate Theses and Dissertations

The Marion Plateau is a carbonate-platform complex on the passive northeast Australian margin. During ODP Leg 194, a series of eight sites, on two transects, were drilled through Oligocene to Holocene mixed carbonate and siliciclastic sediments that record the depositional history of the Marion Plateau. Major sediment constituents, including benthic foraminifers, were counted from thin sections made from samples taken from three drilling sites: bryozoan-dominated northern highstand platform site 1193 and northern lowstand ramp site 1194, and coralline red algae-dominated southern platform site 1196.

Quantitative multivariate analysis of benthic foraminiferal assemblages revealed three paleoenvironmentally relevant groups of taxa. The first …

The Relationship Among Various Learner Characteristics And Reading Achievement As Measured By The Florida Comprehensive Assessment Test, Amanda A. Privé

USF Tampa Graduate Theses and Dissertations

The present study examined the relationships among various learner characteristics and reading achievement, as measured by the Florida Comprehensive Assessment Test (FCAT). Using a multiple regression, the independent variables grade, gender, ethnicity, and motivation to read were used to predict the dependent variable, reading achievement. Participants in this study consisted of 585 students from nine elementary, nine middle, and nine high schools across three districts in Florida.

Using archival data from a database composed by the Florida Center for Reading Research, the FCAT and Motivation to Read Profile were used to compute reading achievement and motivation to read, respectively. FCAT …

Application Of Support Vector Machines And Neural Networks In Digital Mammography: A Comparative Study, Nivedita V. Candade

USF Tampa Graduate Theses and Dissertations

Microcalcification (MC) detection is an important component of breast cancer diagnosis. However, visual analysis of mammograms is a difficult task for radiologists. Computer Aided Diagnosis (CAD) technology helps in identifying lesions and assists the radiologist in making his final decision.

This work is a part of a CAD project carried out at the Imaging Science Research Division (ISRD), Digital Medical Imaging Program, Moffitt Cancer Research Center, Tampa, FL. A CAD system had been previously developed to perform the following tasks: (a) pre-processing, (b) segmentation and (c) feature extraction of mammogram images. Ten features covering spatial, and morphological domains were extracted …

Adapting The Green And Ampt Model To Account For Air Compression And Counterflow, Darwiche Sabeh

USF Tampa Graduate Theses and Dissertations

One of the earliest functions to express infiltration as a function of time was introduced by Green and Ampt. In this study their formula was modified to account for air compression and counterflow. Physically,infiltration, air compression, and counterflow occur simultaneously, while in this model they are decoupled within a time step. Counterflow is calculated as a mass flux and pressure is found using the perfect gas law. First, a comparison of three infiltration methods, the original Green and Ampt formulation, a modified version incorporating air compression only, and the third version including air compression and counterflow, was conducted. Then sensitivity …

The Effect Of Mental Practice Type On Dart-Throwing Performance, Todd Allen Joseph

USF Tampa Graduate Theses and Dissertations

The present study used a sample of 171 college students from the University of South Florida to examine the effects of different types of mental practice on dart-throwing performance. This study examined the effects of imagery and video modeling on an immediately following physical task As suspected, the video modeling condition under these circumstances was associated with poorer performance than the imagery and control conditions. The imagery condition, however, resulted in no difference in performance from the control condition. Discussions of the results and future avenues of research (including gender effects) are also mentioned.

An Interdisciplinary Course For Non-Science Majors: Students' Views On Science Attitudes, Beliefs, And The Nature Of Science, Gary Eugene Brannan

USF Tampa Graduate Theses and Dissertations

This study's purpose was to investigate the differences in the attitudes towards science, belief in science, and the understanding of the nature of science between pre-service elementary education majors who took a two-semester interdisciplinary course called "Science That Matters" (ISC 1004 & ISC 1005) with those pre-service elementary education majors who took two undergraduate science courses other than the two-semester interdisciplinary science course.

The research method employed a 30-item survey (Moore & Foy, 1997) entitled Scientific Attitude Inventory II. The survey's participants were two classes who had taken both semesters of the interdisciplinary course (n = 23) compared with six …

Frequency Judgments And Recognition: Additional Evidence For Task Differences, Serena Lynn Fisher

USF Tampa Graduate Theses and Dissertations

Four linked experiments were run in order to understand the relationship between frequency judgment and recognition discrimination tasks. The purpose of these studies was to contrast the common-path model and recursive reminding hypothesis as explanations for the underlying principles that drive these tasks. Item-attribute variables such as printed frequency, connectivity, and set size, and an episodic variable, study frequency were manipulated. Memory for recent episodes was evaluated using recognition and frequency judgment tasks. Although all of the variables, with the exception of set size, had significant effects in both tasks, an analysis of effect sizes revealed differences between the tasks …

Vhdl Coding Style Guidelines And Synthesis: A Comparative Approach, Shahabuddin L. Inamdar

USF Tampa Graduate Theses and Dissertations

With the transistor density on an integrated circuit doubling every 18 months, Moore’s law seems likely to hold for another decade at least. This exponential growth in digital circuits has led to its increased complexity, better performance and is quickly getting less manageable for design engineers.

To combat this complexity, CAD tools have been introduced and are still being continuously developed, which prove to be of great help in the digital industry. One of the technologies, that is rapidly evolving as an industry standard, is the Very High Speed Integrated Circuit Hardware Description Language, (VHDL), language. The VHDL standard language …

The Subtypes Of Psychopathy And Their Relationship To Hostile And Instrumental Aggression, Diana M. Falkenbach

USF Tampa Graduate Theses and Dissertations

Psychopathy is not a diagnostic category, however theories of psychopathy have been discussed throughout psychological history. While the construct of psychopathy is associated with important psychological outcomes, there are inconsistencies in the literature with regard to correlates, etiology and treatment. These inconsistencies suggest that there may be several subtypes of psychopathy. This paper discusses the heterogeneity of psychopathy and considers the existence of psychopathic traits in nonclinical populations. Measures of etiology (Behavioral Activation System and Behavioral Inhibition System; Gray, 1985), psychopathy (Levenson's psychopathy measure; Levenson, Keihl, & Fitzpatrick, 1995) and anxiety (State Trait Anxiety Inventory; Speilberger, Gorsuch & Lushene, 1970) …

Influence Of Perceived Self-Efficacy On Treatment Outcomes For Aphasia, Allison B. Dunn

USF Tampa Graduate Theses and Dissertations

Perceived self-efficacy has been shown to be an accurate predictor of one's performance capabilities (Zimmerman, 2000). Low levels of perceived self-efficacy have been found to correlate with negative performance outcomes; while high levels of perceived self-efficacy correlate with positive performance outcomes. This construct has also been found to influence an individual's motivation level, goal setting ability, and risk for depression (Resnick, 2002; Phillips & Gully, 1997; Blazer, 2002). Therefore, perceived levels of self-efficacy may predict and influence performance of individuals with aphasia during a treatment program. However, the influence of self-efficacy on treatment for aphasia has not been sufficiently studied. …

A Heuristic Methodology For Locating Monitoring Stations To Detect Contamination Events In Potable Water Distribution Systems, James R. Chastain Jr.

USF Tampa Graduate Theses and Dissertations

The requirements to protect public water systems from intentional contamination have expanded in the years following September 11, 2001. The areal extent and non-linear nature of water demand and movement in the distribution system makes efficient location of sampling points difficult. This difficulty is compounded by the fact that contamination conceptually can occur at any point and at any time within the distribution system. Small to mid-sized water systems are especially at a disadvantage in addressing this issue due to limited resources available to them.

This paper proposes a heuristic methodology to identify strategic locations within the system that can …

The Generation Of A Digital Phantom For Testing Of Digitally Reconstructed Radiographs, Nicholas Andrew, Mason

USF Tampa Graduate Theses and Dissertations

The construction of phantoms for testing imaging parameters has been well documented in the literature. As computers have been introduced into the different areas of medicine, they have become more and more relied upon to replace conventional technologies. One specific example is that of plane film X-rays. Digitally Reconstructed Radiographs (DRR's) are computer generated images that are generated from a 3 D volume of data, such as CT or MRI axial scans, and can be used in place of conventional X rays. The computer can generate a DRR image for any position, orientation and magnification, and geometries not physically possible …

A Complete Probabilistic Framework For Learning Input Models For Power And Crosstalk Estimation In Vlsi Circuits, Nirmal Munuswamy Ramalingam

USF Tampa Graduate Theses and Dissertations

Power disspiation is a growing concern in VLSI circuits. In this work we model the data dependence of power dissipation by learning an input model which we use for estimation of both switching activity and crosstalk for every node in the circuit. We use Bayesian networks to effectively model the spatio-temporal dependence in the inputs and we use the probabilistic graphical model to learn the structure of the dependency in the inputs. The learned structure is representative of the input model. Since we learn a causal model, we can use a larger number of independencies which guarantees a minimal structure. …

Relationships Among Early Lexical And Literacy Skills And Language-Literacy Environments At Home And School, Joseph L. Constantine

USF Tampa Graduate Theses and Dissertations

This observational study examined the relationships among home literacy environments, classroom language-literacy environments, and lexical and early literacy skills for 101 (56 male, 45 female) preschool and kindergarten children between the ages of 48 and 69 months. Data for multiple regression analyses were collected from 14 classrooms across 7 early childhood education centers in central Florida using the Home Literacy Questionnaire (HLQ), the Early Language & Literacy Classroom Observation Toolkit (ELLCO), and the Kaufman Survey of Early Academic and Language Skills (KSEALS). Seven classrooms scored in the proficient-to-exemplary range on the ELLCO; 3 were rated as basic, and 4 were …

Community Participation And Consensus In Hiv/Aids Prevention: An Exploration Of The Suzgo, The Issues Of Aids In Malawi, Jon Aaron Poehlman

USF Tampa Graduate Theses and Dissertations

After more than twenty years of increasing understanding of the human immunodeficiency virus known as HIV, the virus continues to spread throughout the world, manifesting itself lethally in the form of the Acquired Immune Deficiency Syndrome (AIDS). With no cure or affordable treatment presently available for the majority of the people of sub-Saharan Africa and the African nation of Malawi, work aimed at preventing the spread of the virus continues to be the best strategy for lessening its impact, both at a personal level and across populations.

Most people and communities in this part of the world demonstrate some understanding …

Effects Of Weight-Related Cues On Smoking Motivation, Elena Nicole Lopez

USF Tampa Graduate Theses and Dissertations

Smoking is now the leading cause of preventable death and disease in women. Understanding women's motivations to smoke is important in developing effective cessation and relapse prevention programs. Women, more so than men, appear to associate their smoking behavior to issues of weight. Although a general relationship between weight concerns and smoking has been found among women, a causal relationship had not been demonstrated. This study tested whether activation of negative body image cognitions would produce greater urges to smoke and whether the relationship would be moderated by trait body dissatisfaction and mediated by state body dissatisfaction.

A randomized 2 …

Innovative Procedure To Install A Trunnion-Hub Assembly In A Bascule Bridge Girder, Michael West Berlin

USF Tampa Graduate Theses and Dissertations

The current assembly procedure to install a trunnion and hub into a bascule bridge girder involves cooling the trunnion in liquid nitrogen and shrink fitting it into the hub. The resulting trunnion-hub assembly is then allowed to warm to room temperature. Next, the trunnion-hub assembly is cooled in the liquid nitrogen and shrunk fit into the girder. The cooling of the trunnion does not cause any problems, however, when the trunnion-hub assembly is cooled in the liquid nitrogen, the hub experiences a large thermal shock. These thermal shocks induce large stresses into the hub, which has been known to cause …

Graphical Probabilistic Switching Model: Inference And Characterization For Power Dissipation In Vlsi Circuits, Shiva Shankar Ramani

USF Tampa Graduate Theses and Dissertations

Power dissipation in a VLSI circuit poses a serious challenge in present and future VLSI design. A switching model for the data dependent behavior of the transistors is essential to model dynamic, load-dependent active power and also leakage power in active mode - the two components of power in a VLSI circuit. A probabilistic Bayesian Network based switching model can explicitly model all spatio-temporal dependency relationships in a combinational circuit, resulting in zero-error estimates. However, the space-time requirements of exact estimation schemes, based on this model, increase with circuit complexity [5, 24]. This work explores a non-simulative, importance sampling based, …

Optimal Design Of An Accelerated Degradation Experiment With Reciprocal Weibull Degradation Rate, Indira Polavarapu

USF Tampa Graduate Theses and Dissertations

To meet increasing competition, get products to market in the shortest possible time, and satisfy heightened customer expectations, products must be made more robust and fewer failures must be observed in a short development period. In this circumstance, assessing product reliability based on degradation data at high stress levels becomes necessary. This assessment is accomplished through accelerated degradation tests (ADT). These tests involve over stress testing in which instead of life product performance is measured as it degrades over time. Due to the role these tests play in determining proper reliability estimates for the product, it is necessary to scientifically …

Affective Dispositions And Cognitive Skills In Critical Thinking: Implications For Measurement, Training, And Team Performance, Timothy John Willis

USF Tampa Graduate Theses and Dissertations

This study attempts to increase critical thinking among teams by making them cognizant of seven critical thinking dimensions. Forty three-person teams of undergraduates worked together on a complex decision-making task. Each team received training in and was asked to ensure their group exhibited the characteristics of cognitive skills, affective dispositions, both of these or neither. Critical thinking was assessed using self-report, behavioral observation rating, and expert outcome analysis. The findings suggest training in affective dispositions increases the exhibition of at least one dimensions of critical thinking. A behavioral measurement is presented and evaluated with respect to established critical thinking methods.

A Legal And Historical Study Of Parental Choice: Implications For Public Education, Derrel James Bryan

USF Tampa Graduate Theses and Dissertations

This study provides an analysis of the historical and legal constructs of parental choice and implications for public education. While qualitative in nature, the historic record provides important detail in establishing a foundation for understanding parental authority in determining the education of children. An overview of major education legislation from the Colonial era to the No Child Left Behind Act of 2001 is discussed as well as the legal analysis which consists of U.S. Supreme Court decisions influential in the debate over parental authority in determining the education of children. Conclusions include (a) data supporting parental choice as a growing …

Multi-Robot Task Allocation Using Affect, Aaron Gage

USF Tampa Graduate Theses and Dissertations

Mobile robots are being used for an increasing array of tasks, from military reconnaissance to planetary exploration to urban search and rescue. As robots are deployed in increasingly complex domains, teams are called upon to perform tasks that exceed the capabilities of any particular robot. Thus, it becomes necessary for robots to cooperate, such that one robot can recruit another to jointly perform a task. Though techniques exist to allocate robots to tasks, either the communication overhead that these techniques require prevents them from scaling up to large teams, or assumptions are made that limit them to simple domains. This …

Differential Adolescent Delinquency Tolerance And The Effect Of Race And Gender, Evaristus Obinyan

USF Tampa Graduate Theses and Dissertations

The study was designed to examine the attitudes of adolescents towards the tolerance of delinquent behavior. It was postulated that there would be a differential in the tolerance of delinquent behavior by juveniles from different age, gender, and racial groups. It was hypothesized that different groups would score higher or lower on select measures or dimensions (definition, reporting, controlling, preventing, correcting) of delinquency tolerance, and that their level of tolerance of delinquency might prove useful in explaining participation in delinquency.

The focus of the study was on identification of differential attitudes of various subgroups towards the violations of norms relating …

Intelligent Telerobotic Assistance For Enhancing Manipulation Capabilities Of Persons With Disabilities, Wentao Yu

USF Tampa Graduate Theses and Dissertations

This dissertation addresses the development of a telemanipulation system using intelligent mapping from a haptic user interface to a remote manipulator to assist in maximizing the manipulation capabilities of persons with disabilities. This mapping, referred to as assistance function, is determined on the basis of environmental model or real-time sensory data to guide the motion of a telerobotic manipulator while performing a given task. Human input is enhanced rather than superseded by the computer. This is particularly useful when the user has restricted range of movements due to certain disabilities such as muscular dystrophy, a stroke, or any form of …

Translation, Adaptation And Validation Of An Instrument To Evaluate Hiv/Aids Knowledge And Attitudes For Use With Salvadorian High School Students, Carlos Salvador Zometa Iii

USF Tampa Graduate Theses and Dissertations

This study translated, cross-culturally adapted and validated an instrument's scores for use in public high schools in San Salvador, El Salvador. The original instrument consisted of items developed by the Centers for Disease Control and Prevention (CDC) to assess HIV/AIDS knowledge and five dimensions of attitudes (Abstinence, Peer-pressure, Condom use, Drug use, and Threat of HIV) in grades 7 to 12 in the United States. Items were translated into Spanish using the back-translation method. The instrument was cross-culturally adapted using guidelines proposed by Guillemin, Bombardier, and Beaton (1993). A cross-culturally equivalent version of the original instrument was obtained using three …

Characterization Of Novel Nitroplatinum(Iv) Complexes For The Treatment Of Cancer, Jeannette Lo

USF Tampa Graduate Theses and Dissertations

Many types of chemotherapeutic agents have been developed to target specific mechanisms within the body that control the progression of cancer, though few have been able to circumvent the existing problems associated with the treatments. The current remedies entail grueling drug regimens and toxic side effects that may undermine the effectiveness of the drugs. Cisplatin, a common nitroplatinum(II) drug widely used to treat a variety of cancers, is administered intravenously and circulates systemically, affecting healthy regions of the body as well. Resistance to cisplatin is increasing and the need for new, less toxic medication must be met for future success …