Computer Sciences Commons^™

Lstm Networks For Detection And Classification Of Anomalies In Raw Sensor Data, Alexander Verner

CCAC Theses and Dissertations

In order to ensure the validity of sensor data, it must be thoroughly analyzed for various types of anomalies. Traditional machine learning methods of anomaly detections in sensor data are based on domain-specific feature engineering. A typical approach is to use domain knowledge to analyze sensor data and manually create statistics-based features, which are then used to train the machine learning models to detect and classify the anomalies. Although this methodology is used in practice, it has a significant drawback due to the fact that feature extraction is usually labor intensive and requires considerable effort from domain experts.

An alternative …

Diversification And Intensification In Hybrid Metaheuristics For Constraint Satisfaction Problems, John M. Lynden

CCAC Theses and Dissertations

Metaheuristics are used to find feasible solutions to hard Combinatorial Optimization Problems (COPs). Constraint Satisfaction Problems (CSPs) may be formulated as COPs, where the objective is to reduce the number of violated constraints to zero. The popular puzzle Sudoku is an NP-complete problem that has been used to study the effectiveness of metaheuristics in solving CSPs. Applying the Simulated Annealing (SA) metaheuristic to Sudoku has been shown to be a successful method to solve CSPs. However, the ‘easy-hard-easy’ phase-transition behavior frequently attributed to a certain class of CSPs makes finding a solution extremely difficult in the hard phase because of …

Orlease: Optimistically Replicated Lease Using Lease Version Vector For Higher Replica Consistency In Optimistic Replication Systems, Diaa Fathalla

CCAC Theses and Dissertations

There is a tradeoff between the availability and consistency properties of any distributed replication system. Optimistic replication favors high availability over strong consistency so that the replication system can support disconnected replicas as well as high network latency between replicas. Optimistic replication improves the availability of these systems by allowing data updates to be committed at their originating replicas first before they are asynchronously replicated out and committed later at the rest of the replicas. This leads the whole system to suffer from a relaxed data consistency. This is due to the lack of any locking mechanism to synchronize access …

Gamespect: A Composition Framework And Meta-Level Domain Specific Aspect Language For Unreal Engine 4, Benjamin Jay Geisler

CCAC Theses and Dissertations

Game engine programming involves a great number of software components, many of which perform similar tasks; for example, memory allocation must take place in the renderer as well as in the creation routines while other tasks such as error logging must take place everywhere. One area of all games which is critical to the success of the game is that of game balance and tuning. These balancing initiatives cut across all areas of code from the player and AI to the mission manager. In computer science, we’ve come to call these types of concerns “cross cutting”. Aspect oriented programming was …

Citationally Enhanced Semantic Literature Based Discovery, John David Fleig

CCAC Theses and Dissertations

We are living within the age of information. The ever increasing flow of data and publications poses a monumental bottleneck to scientific progress as despite the amazing abilities of the human mind, it is woefully inadequate in processing such a vast quantity of multidimensional information. The small bits of flotsam and jetsam that we leverage belies the amount of useful information beneath the surface. It is imperative that automated tools exist to better search, retrieve, and summarize this content. Combinations of document indexing and search engines can quickly find you a document whose content best matches your query - if …

Examining The Impact Of Learning Management Systems In Computer Programming Courses, Mohammed Naif Alatawi

CCAC Theses and Dissertations

The development of software and communication technologies in education has led the majority of universities worldwide to integrate the functions of Learning Management Systems (LMSs) into their learning environments. LMSs offers several features that encourage their use by universities and other educational institutions, such as unlimited access to course content, easy tracking of learners’ progress and performance, and reduced costs in terms of both money and time. Most existing LMS studies have been focused on experienced LMS users who are familiar with its functions, with little consideration given to new users. Furthermore, although previous researchers have identified various means of …

An Instructional Designer Competency Framework For Complex Learning Designs, David Alan Schubert

CCAC Theses and Dissertations

Learning design competency frameworks published by professional organizations, exist for typical instructional design efforts. However, a review of literature revealed a lack of frameworks available for the creation of complex learning designs (CLDs). The goal of this research was to develop a competency framework for the creation of CLDs. Quantitative and qualitative methods were employed in the four phases of the design and development research approach In phase one, a survey based on the Educational Technology Multimedia Competency Survey (ETMCS) was sent to instructional designers who self-reported as having experience creating CLDs. The purpose of phase one was to identify …

Assessing The Effects Of Communication Media Affordances And The Awareness Of Media Security On Knowledge Sharing Behavior, Linda C. Greene

CCAC Theses and Dissertations

Global Software Development (GSD) team members engage in intellectual activities that involve sharing business domain knowledge and technical knowledge across geographical areas, which is crucial to the successful development of software. In global software development, media choice may influence how virtual teams create and share knowledge. As digital technology advances and organizations become more digitally transformed, current communication theories for media selection lack the explanation to the complicated phenomena with the use of advanced media technologies. There have been many studies focused on the effectiveness of media, but they did not include user’s understanding of system security and its influence …

A Newborn Screening Disorders Online Portal For Primary Care Providers And Parents, Jean Becky Whittemore

CCAC Theses and Dissertations

Parents do not always receive accurate, timely and comprehensive information regarding a positive newborn screening from their infants’ primary care providers. The dissertation outlines the investigation of this problem. The methodology of the study is discussed including the survey of parents and primary care providers using the past system, the development of a web portal with a focus on plain language and action focused handouts. Without a simple to understand parent handout the newborn screening process is more stressful to families. Review of the literature is detailed including newborn screening, patient education, health literacy, Internet usage, online health education, design …

Examining Shared Understanding And Team Performance In Global Virtual Teams, Alva Bullard

CCAC Theses and Dissertations

Modern organizations face many significant challenges because of turbulent environments and a competitive global economy. These competitive demands have forced many organizations to increase levels of flexibility and adaptability through the use of virtual environments, and global teams are prevalent in business organizations. Although significant research has been conducted on virtual teams, the development of shared understanding among the members of these teams has not been studied adequately. Time/space barriers, communication complexities, and team diversity hinder the development of shared understanding in these teams.

Based on the Media Synchronicity Theory (MST), a new theoretical model was created that used the …

Comprehending The Safety Paradox And Privacy Concerns With Medical Device Remote Patient Monitoring, Marc Doyle

CCAC Theses and Dissertations

Medical literature identifies a number of technology-driven improvements in disease management such as implantable medical devices (IMDs) that are a standard treatment for candidates with specific diseases. Among patients using implantable cardiac defibrillators (ICD), for example, problems and issues are being discovered faster compared to patients without monitoring, improving safety. What is not known is why patients report not feeling safer, creating a safety paradox, and why patients identify privacy concerns in ICD monitoring.

There is a major gap in the literature regarding the factors that contribute to perceived safety and privacy in remote patient monitoring (RPM). To address this …

Feature Set Selection For Improved Classification Of Static Analysis Alerts, Kathleen Goeschel

CCAC Theses and Dissertations

With the extreme growth in third party cloud applications, increased exposure of applications to the internet, and the impact of successful breaches, improving the security of software being produced is imperative. Static analysis tools can alert to quality and security vulnerabilities of an application; however, they present developers and analysts with a high rate of false positives and unactionable alerts. This problem may lead to the loss of confidence in the scanning tools, possibly resulting in the tools not being used. The discontinued use of these tools may increase the likelihood of insecure software being released into production. Insecure software …

Examining Task Conflict And Team Atmosphere In Virtual Teams Engaged In Outsourced Project Work, Harold Carr Osborn

CCAC Theses and Dissertations

Global teams have become commonplace. As teams have become more dispersed, leveraging outsourced resources has gained popularity. Outsourcing can be a prudent move financially; however, when it is inappropriately applied, the damage it produces can easily overshadow any financial gains. Such ill effects can include impaired employee performance and morale caused by decreased job security. Moreover, it can lead to a less favorable team atmosphere and increased task conflict.

This study examined the effects of team virtuality along with the strategic alignment of outsourcing on team performance. The research utilized the intervening processes theory (IPT). The IPT posits that the …

Reduction Of False Positives In Intrusion Detection Based On Extreme Learning Machine With Situation Awareness, Donald A. Burgio

CCAC Theses and Dissertations

Protecting computer networks from intrusions is more important than ever for our privacy, economy, and national security. Seemingly a month does not pass without news of a major data breach involving sensitive personal identity, financial, medical, trade secret, or national security data. Democratic processes can now be potentially compromised through breaches of electronic voting systems. As ever more devices, including medical machines, automobiles, and control systems for critical infrastructure are increasingly networked, human life is also more at risk from cyber-attacks. Research into Intrusion Detection Systems (IDSs) began several decades ago and IDSs are still a mainstay of computer and …

The Factors That Impact Patient Portal Utilization, William Carroll Reed

CCAC Theses and Dissertations

Spawned by legislative mandates, such as the American Recovery and Reinvestment Act of 2009’s Health Information Technology for Economic and Clinical Health Act, and individuals desiring to have more personal accountability for their health and healthcare, the introduction and use of electronic personal health information (ePHI) has grown substantially. Given that most ePHI is maintained within the healthcare delivery system, an information portal is required for individuals to have access to the ePHI. As a result, the legislation required the introduction and use of patient portals to grant such access.

Despite substantial financial incentives and disincentives for healthcare organizations to …

An Examination Of User Detection Of Business Email Compromise Amongst Corporate Professionals, Shahar Sean Aviv

CCAC Theses and Dissertations

With the evolution in technology and increase in utilization of the public Internet, Internet-based mobile applications, and social media, security risks for organizations have greatly increased. While corporations leverage social media as an effective tool for customer advertisements, the abundance of information available via public channels along with the growth in Internet connections to corporate networks including mobile applications, have made cyberattacks attractive for cybercriminals. Cybercrime against organizations is a daily threat and targeting companies of all sizes. Cyberattacks are continually evolving and becoming more complex that make it difficult to protect against with traditional security methods. Cybercriminals utilize email …

Motivation Factors For Using Mobile Information Systems In M-Learning, Neelima Bhatnagar

CCAC Theses and Dissertations

Organizations of all types have benefited from the development and use of information systems. With the explosion of mobile applications, also known as mobile information systems, new uses are emerging. One such application of mobile information systems is mobile learning, referred to as m-learning hereafter. M-learning has found its ways in the corporate world for employee training and development, and in higher education for teaching and student learning. However, m-learning has not seen the same extent of usage as distance learning and e-learning, often attributed to technological limitations. Motivational factors, though, may also contribute to the slow adoption of m-learning. …

Information Systems Security Leadership: An Empirical Study Of Behavioral Influences Of Leaders On Employees’ Security Compliance, Marcus Alan Winkfield

CCAC Theses and Dissertations

This empirical study examined the behavioral influences of leaders on employees’ security compliance. Organizations can use leadership concepts in the field of Information Systems (IS) security. Despite the adoption of technical and managerial approaches, organizations still face issues motivating employee IS security compliance. This dissertation argued that organizations need strong leadership to encourage employees. Using the expectancy theory, this paper created a theoretical model to help understand the influence of task and relationship-oriented leadership behaviors on nontechnical controls IS security compliance. The conceptual underpinnings translated into perceived security effort, perceived security performance, and expected security outcomes. The theoretical model was …

Assessing The Presence Of Mindfulness Within Cyber And Non-Cybersecurity Groups, Christopher Wilder

CCAC Theses and Dissertations

Corporations and individuals continue to be under Phishing attack. Researchers categorizes methods corporations and individuals can employ to reduce the impact of being caught in a Phishing scheme. Corporation enable technical mechanisms such as automated filtering, URL blacklisting, and manipulation of browser warning messages to reduce phishing susceptibility costing billions of dollars annually. However, even with robust efforts to educate employees about phishing techniques through security awareness training the abundance of attacks continues to plague organizations. This study aims to identify whether a correlation exists between mindfulness and phishing susceptibility. The goal of this research is to determine if mindful …

An Investigation Of Factors Motivating Employee Attitudes And Intentions To Share Knowledge In Homeland Security, Evette Maynard-Noel

CCAC Theses and Dissertations

The terrorist events of September 11, 2001, highlighted the inability of federal employees and officials to collaborate and share actionable knowledge-based information with the right people at the right time. However, much of the literature on knowledge sharing provided insight into knowledge sharing in private sector organizations and foreign public-sector organizations, instead of domestic public sectors or the United States federal government. While the importance of knowledge sharing for homeland security has been documented in the literature, there are no established frameworks that evaluate knowledge sharing motive and intentions in this context. The main goal of this research was to …

Cyber Situational Awareness And Cyber Curiosity Taxonomy For Understanding Susceptibility Of Social Engineering Attacks In The Maritime Industry, Guillermo Francisco Perez

CCAC Theses and Dissertations

The maritime information system (IS) user has to be prepared to deal with a potential safety and environmental risk that can be caused by an unanticipated failure to a cyber system used onboard a vessel. A hacker leveraging a maritime IS user’s Cyber Curiosity can lead to a successful cyber-attack by enticing a user to click on a malicious Web link sent through an email and/or posted on a social media website. At worst, a successful cyber-attack can impact the integrity of a ship’s cyber systems potentially causing disruption or human harm. A lack of awareness of social engineering attacks …

Activity - Encryption With The Caesar Cipher, Robert J. Domanski

Open Educational Resources

An Encryption activity and worksheet for CS0 students. Part of the CUNY CS04All project.

Activity - A-Frame: Virtual Reality Programming, Robert J. Domanski

Open Educational Resources

An A-Frame Virtual Reality Programming activity for CS0 students. Part of the CUNY CS04All project.

Activity - Python Functions - Scrabble Game, Robert J. Domanski

Open Educational Resources

A Python Functions activity - "Scrabble game" - for CS0 students. Part of the CUNY CS04All project.

Activity - Python Lists - "Gift Exchange", Robert J. Domanski

Open Educational Resources

A Python Lists activity - "Gift Exchange" - for CS0 students. Part of the CUNY CS04All project.

Activity - Python Lists - "Hangman Game", Robert J. Domanski

Open Educational Resources

A Python Lists activity - "Hangman game" - for CS0 students. Part of the CUNY CS04All project.

Modeling Stochastically Intransitive Relationships In Paired Comparison Data, Ryan Patrick Alexander Mcshane

Statistical Science Theses and Dissertations

If the Warriors beat the Rockets and the Rockets beat the Spurs, does that mean that the Warriors are better than the Spurs? Sophisticated fans would argue that the Warriors are better by the transitive property, but could Spurs fans make a legitimate argument that their team is better despite this chain of evidence?

We first explore the nature of intransitive (rock-scissors-paper) relationships with a graph theoretic approach to the method of paired comparisons framework popularized by Kendall and Smith (1940). Then, we focus on the setting where all pairs of items, teams, players, or objects have been compared to …

Multi-Objective Design Optimization Of A Permanent Magnet Axial Flux Eddy Current Brake, Rasul Tarvirdilu Asl, Hüseyi̇n Murat Yüksel, Ozan Keysan

Turkish Journal of Electrical Engineering and Computer Sciences

The main aim of this study is to optimize an axial flux eddy current damper to be used in a specific aviation application. Eddy current dampers are more advantageous compared to conventional mechanical dampers as they are maintenance-free due to contactless structure and have higher reliability, which is very desirable in aerospace applications. An initial eddy current brake prototype is manufactured and the test results are used to verify the 3-D finite element simulations. The effect of temperature on the brake performance is investigated. Finally, a multiobjective genetic algorithm optimization is applied to find the optimum pole number and geometric …

Prioritizing Interdependent Software Requirements Using Tensor And Fuzzy Graphs, Negin Misaghian, Homayun Motameni, Mohsen Rabbani

Turkish Journal of Electrical Engineering and Computer Sciences

Owing to the special stance of prioritizing tasks in requirements engineering processes, and as the requirements are not independent in nature, considering their dependencies is essential during the prioritizing process. Although different classifications of dependency types among requirements exist, only a few approaches in the prioritization process consider such valuable data (dependency among equirements). To achieve a practical prioritization, this study proposes a method based on the effects of the requirement dependencies (increase/decrease cost of) on the value of prioritization provided by the tensor concept. Since the strengths of dependencies are also influential factors in the act of prioritization, The …

Extraction And Selection Of Statistical Harmonics Features For Electrical Appliancesidentification Using K-Nn Classifier Combined With Voting Rules Method, Fateh Ghazali, Abdenour Hacine-Gharbi, Philippe Ravier, Tayeb Mohamadi

Turkish Journal of Electrical Engineering and Computer Sciences

In this paper, we propose a novel framework for electrical appliances identification using statistical harmonic features of current signals and the use of the k-NN classifier combined with a voting rule strategy. Harmonic coefficients are computed over time using short-time Fourier series of the current signals. From these sequences of coefficients, the mean, standard deviation, skewness, and kurtosis are computed, which provide the statistical harmonic features. This framework has three novelties: (i) selecting the best combination of statistical measures in the sense of classification rate (CR); (ii) combining the k-NN classifier with the voting rule method in order to search …