Digital Commons Network^™

Haf-Bitrans: A Heterogeneity-Aware Federated Bilstm-Transformer Framework For Privacy-Preserving Detection Of Multi-Stage Apt Behaviors In Iot Networks, Tareef S Alkellezli, Nariman A. Khalil

Sustainable Machine Intelligence Journal

Advanced persistent threats (APTs) are difficult to detect in heterogeneous Internet of Things (IoT) environments because malicious behavior can unfold across reconnaissance, scanning, command-and-control, denial-of-service, and exfiltration stages. Centralized intrusion-detection pipelines also create privacy, communication, and latency concerns when traffic originates at distributed edge devices. This study presents HAF-BiTrans, a heterogeneity-aware federated BiLSTM-Transformer framework for privacy-preserving detection of multi-stage APT-like behavior. At each client, a bidirectional long short-term memory encoder captures temporal dependencies, a lightweight Transformer models broader contextual relationships, and a class-balanced focal objective addresses class imbalance. At the server, Heterogeneity-Aware Contribution-Trust Aggregation (HACTA) weights client updates using sample …

Comparative Evaluation Of Robusta Coffee Fruit Skin And Bean Skin Nanoparticle Edible Films: Physicochemical, Antibacterial, Mucoadhesive, And Immunomodulatory Properties, I Dar. Dewanti, I Da. Susilawati, Didin E. Indahyani, Eri H. Jubhari

Journal of Dentomaxillofacial Science

Objective: This study aimed to compare the physicochemical characteristics, antibacterial activity, mucoadhesive strength, and immunomodulatory properties of edible films containing Robusta coffee fruit skin or bean skin nanoparticles for oral wound therapy.
Materials and Methods: Edible films containing 2% Robusta coffee fruit skin or bean skin nanoparticles were prepared using carbomer, kappa carrageenan, glycerin, stevia, and sodium benzoate. The physicochemical properties of the samples were evaluated by measuring pH, scanning electron microscopy, and organoleptic assessment. The antibacterial activity against Streptococcus mutans was determined using the colony-forming unit method. Mucoadhesive strength was measured using a texture analyzer, and immunomodulatory activity was …

Analysis Of Nasopalatine Canal Shape And Dimensions At Hasanuddin University Dental Hospital Using Cone-Beam Computed Tomography, Dian Handayani, Fadhlil U.A. Rahman, Kezia R. Mustakim, Dwi P. Wulansari, Barunawaty Yunus

Journal of Dentomaxillofacial Science

Objectives: Variations in the shape and dimensions of the nasopalatine canal (NPC) may influence clinical planning and increase the risk of complications such as neurovascular injury, hemorrhage, and implant failure. Cone-beam computed tomography (CBCT) enables accurate three-dimensional visualization of NPC morphology. The present study aimed to analyze differences in NPC shape and size according to age and gender using CBCT.
Material and Methods: This analytical cross-sectional study included 259 CBCT scans of patients aged 18–60 years obtained from Hasanuddin University Dental Hospital between 2022 and 2025. NPC morphology was evaluated in sagittal, coronal, and axial planes, while dimensional measurements included …

Guardians In Orbit: Legal Justifications And Limits Of Defensive Satellite Operations, Yurika Ishii

International Law Studies

The deployment of “bodyguard satellites”—spacecraft designed to autonomously detect and counter hostile space objects—has moved from classified capability development to explicit national security policy across a growing number of States. This article examines the circumstances under which interference with another State’s satellite may be legally justified under international law, analyzing several possible grounds: self-defense under Article 51 of the UN Charter, forcible countermeasures, non-forcible countermeasures, and necessity. Drawing on a survey of national space defense policies, jurisprudence of the International Court of Justice, and the law of State responsibility, the article reaches two principal conclusions. First, across all justificatory frameworks, …

Spatial Markov Equilibrium Models For Taxi Services: Driver Decision, Search Friction, And Locational Pricing, Yanchao Liu

Industrial and Systems Engineering Faculty Research Publications

This paper develops a modeling framework for stochastic multi-agent systems and applies it to equilibrium and pricing analysis in urban taxi markets. Travel demand is represented as a trip network and embedded in a Markov chain that captures both locational and in transit taxi states, with transition dynamics reflecting trip durations, search frictions, spatial competition, and drivers’ perceptions of long-term value. The framework features a parametric Markov chain with endogenous transition probabilities and a behavioral model in which agents’ decisions depend on anticipated long-term rewards. We establish equilibrium existence and examine two locational pricing schemes that align individual incentives with …

Spatiotemporal Variations Of Tidal Asymmetry Along The Coast Of Taiwan: Characteristics And Implications, Ting-Chieh Lin, Tai-Wen Hsu, Tzu-Chun Huang, Chun-Yuan Lin

Journal of Marine Science and Technology–Taiwan

This study presents the first systematic investigation into the spatiotemporal characteristics and evolutionary trends of tidal asymmetry along the coast of Taiwan from 2003 to 2022, employing a moving window method combined with the S_TIDE toolbox.  By quantifying the skewness of the Main Tidal Asymmetry Combinations (MTAC) and their temporal variations, the study reveals significant regional disparities between the eastern and western coasts.  The western coast is primarily dominated by the M2-M4 combination, with the northwestern region exhibiting a flood dominance pattern and the southwestern region characterized by ebb dominance.  Conversely, the eastern coast, attributed to its open topography and …

Evaluating The Readability Of Online Patient Education Materials For Avascular Necrosis, Gabriella B. Smith, Grady H. Hofmann, Anna V. Gussner, Nicole S. Pham, Nneoma O. Duru, Kevin G. Shea

Journal of Patient-Centered Research and Reviews

Purpose: Avascular necrosis (AVN) is a progressive pathology affecting pediatric and adult patients. Given the risks of joint collapse and surgery, patients frequently research their condition online. The average reading level in the United States is approximately the eighth-grade level. The National Institutes of Health (NIH) recommend that patient materials be written at or below a sixth-grade level. This study aimed to assess the readability and quality of online AVN resources.

Methods: A Google search using the terms “avascular necrosis” and “osteonecrosis” was conducted, and firstpage results were aggregated. Flesch-Kincaid Grade Level, Gunning Fog Index, and Flesch Reading Ease tests …

A Mixed Methods Study Of Inpatients’ Experiences, Priorities, And Health-Related Quality Of Life During High- Flow Nasal Cannula Therapy, Cintamani H. Ellsworth, Rebecca S. Bartlett

Journal of Patient-Centered Research and Reviews

Purpose: High-flow nasal cannula (HFNC) is an oxygen delivery method with numerous benefits for severely ill patients. There is a paucity of research focused on the perspectives of patients receiving HFNC oxygen therapy. This study aimed to engage with patients to gain a clearer understanding of their experiences, priorities, and health-related quality of life.

Methods: A cross-sectional, mixed methods study was completed with 10 adult inpatients who had received HFNC oxygen therapy during their hospital admission. Semi-structured interviews and the Patient Reported Outcomes Measurement Information System (PROMIS) Global Health Scale were used to identify participant perceptions of their physical and …

Under Pressure And Underrecognized: The Role Of Social Workers And Case Managers In Screening For Social Determinants Of Health In The United States, Melissa L. Habrat, Lindsay D. Nelson, David A. Nelson

Journal of Patient-Centered Research and Reviews

Social determinants of health (SDOH) screening is increasingly embedded in clinical care, yet the work of asking, documenting, and responding to social needs often falls to social workers and nurses or professional case managers who operate under significant time, staffing, and system constraints. We conducted a narrative review to examine how SDOH influence outcomes, identify systemic and emotional barriers to effective screening, and synthesize evidence-informed strategies that support implementation. Across included sources, findings clustered into three domains: challenges in integrating screening (policy and accreditation pressure, staffing and resource constraints, EHR documentation and interoperability limits, closed-loop referral and cross-sector partnership gaps, …

Waste Heat Driven Direct Contact Membrane Desalination Coupled With Reverse Brayton Cycle: Techno-Economic Analysis And Multi-Objective Optimization, Erfan Ghamati, Mehdi Khiadani, Barun K. Das

Research outputs 2022 to 2026

This research examines the integration of a reverse Brayton cycle (RBC) used in a hydrogen liquefaction plant with a direct contact membrane distillation (DCMD) system for waste heat recovery and freshwater production. Waste heat from RBC compressors is used to run the DCMD plant, with parametric analysis evaluating the effect of feed Reynolds number, permeate mass flow rate, module length and pinch temperature of heat exchangers on thermal and economic performance of the hybrid system. Both parallel and series multi-stage DCMD configurations are compared with higher feed and permeate flow rates enhancing the temperature polarisation coefficient and permeate flux. A …

Automated And Quantitative Characterization Of Benthic Habitat And Associated Biological Communities Of An Unknown Southeast Pacific Seamount, Yakufu Niyazi, Denise J. B. Swanborn, Jan M. Tapia-Guerra, Javier Sellanes, Erin E. Easton, Germán Zapata-Hernández, Heather A. Stewart, Alan J. Jamieson

School of Earth, Environmental, & Marine Sciences Faculty Publications

Seamounts are prominent seafloor features that strongly influence geological processes, ocean circulation, and benthic biodiversity. Despite their importance, most seamounts remain unmapped and poorly characterized, particularly in the southeast Pacific Ocean, a region recognized for high marine endemism and ecological isolation. In this study, we present a quantitative habitat characterization of a previously undocumented seamount, informally named Solito Seamount, located between the Nazca–Desventuradas Marine Park and the Juan Fernández Archipelago, within Chile’s Exclusive Economic Zone. The seamount is a conical volcanic edifice approximately 37 km wide, rising >3,500 m above the surrounding abyssal plain. High-resolution multibeam bathymetry and backscatter intensity …

Reliable Performance Analysis Of Polyurea Coatings Used In Offshore Wind Turbines, Yu-Chang Lin, Yen-Fu Liu, I-Ming Pan, Ming-Yuan Lin, Kang-Yu Liao, Hung-Hua Sheu, Hung-Bin Lee

Journal of Marine Science and Technology–Taiwan

This study explores the weather resistance, mechanical properties and corrosion resistance of polyurea coatings in marine environments. The relevant analysis results can be used as a reliability assessment of offshore wind turbine structural coatings during their service life under the influence of marine environments. The long-term experiment uses seawater and 70°C thermal aging conditions as coating reliability assessment items. The microstructure of the samples that have been immersed in seawater for a long time and thermally aged is observed using a scanning electron microscope (SEM). The results show that the surface of the 100 and 125 series polyurea coatings is …

Identifying The Causality And Criticality Of Factors Influencing The Promotion Of Asian Island-Hopping Cruise Tourism In Taiwan, Hsiao-Chuan Liu, Gin-Shuh Liang, Feng-Ming Tsai, Yu-Ling Lien

Journal of Marine Science and Technology–Taiwan

Following the COVID-19 pandemic, the global tourism industry has steadily recovered since 2022. Island-hopping cruises have gained increasing attention for enhancing regional connectivity and diversifying marine travel experiences; however, their development in Asia remains limited compared with that in Europe and the Caribbean due to fragmented policy coordination, inadequate port infrastructure, and uneven technological readiness. Although Taiwan possesses a geographic advantage and can serve as a strategic hub linking Asian island destinations, systematic planning and stakeholder coordination remain insufficient, resulting in unclear mechanisms that drive or constrain island-hopping cruise tourism. Existing studies mainly focus on market demand or passenger behavior, …

Enhancing The Bearing Capacity And Settlement Performance Of Soft Clay Using Geocell Reinforcement: A 3d Numerical Parametric Study, Alaa Ata, Engy E. Elbasuny, Ayman Metodiev El-Zohairy, Marwa Nabil

Faculty Publications

Problematic soils pose a risk to structures due to excessive or uneven settlement, swelling, and limited bearing capacity. To address some of these issues, mechanical reinforcement using geosynthetic products such as geocells can be employed, given their ease and speed of implementation. The purpose of this study was to assess the impact of geocells on the behavior of soft clay soil in Port Said, Egypt, using a three-dimensional finite element model, namely, the PLAXIS 3D software. The results show that replacing the top 1.5 m of the soft clay with sand significantly reduced settlement. This improvement was further enhanced by …

A Reflection On Growing Up With Hyperacusis, Jemma-Tiffany Rosewater, Katherine Melton

Journal of Patient-Centered Research and Reviews

I, the first author, explore here my personal experiences growing up with severe hyperacusis pain, a rare condition that significantly affected my childhood but also gave me a deeper understanding of how medical professionals interact with children. I discuss the many ways my condition was dismissed or misunderstood by doctors, and I examine the broader negative implications that this dismissal had on both my physical health and day-to-day life. This article also emphasizes the power and sway that the words of medical professionals hold compared to the voices of children. I reflect on how outdated yet common misconceptions about hyperacusis, …

Dinamika Spasial Dengue Di Provinsi Sulawesi Selatan: Fragmentasi Spasial Tanpa Hotspot Persisten, Nurul Muthiah Salahuddin, Trisari Anggondowati, Syifa Nurhakiki

Jurnal Biostatistik, Kependudukan, dan Informatika Kesehatan

Demam berdarah dengue (DBD) masih menjadi masalah utama kesehatan masyarakat di Sulawesi Selatan, dengan pola penularan yang bervariasi secara spasial maupun temporal. Pada tahun 2024, provinsi ini mencatat insidens DBD sebesar 66,04 per 100.000 penduduk, di mana hanya 12,5% kabupaten/kota yang mencapai target nasional (≤10 per 100.000). Belum diketahui pola spasial yang membentuk klaster yang persisten atau berubah antar waktu, sehingga dilakukan penelitian ini untuk menganalisis pola spasiotemporal serta persistensi klaster spasial kejadian DBD di Sulawesi Selatan. Penelitian ini merupakan studi ekologi dengan pendekatan repeated cross-sectional menggunakan data surveilans DBD tingkat kabupaten/kota periode 2021–2024 yang mencakup 24 kabupaten/kota. Analisis meliputi …

Technical Analysis And Market Liquidity In Sale-And-Purchase Transactions Of Second-Hand Oil Tankers, Chih-Chung Cheng, Po-Yin Wang, Heng-Chih Chou

Journal of Marine Science and Technology–Taiwan

In addition to using second-hand oil tankers to fulfil immediate shipping needs, shipowners can leverage price fluctuations in the tanker market to make vessel sale-and-purchase (S&P) transactions. Given that the profitability of vessel S&P transactions depends primarily on timing decisions, in this study, technical analysis was applied to identify the optimal transaction timing for 5-, 10-, and 15-year-old second-hand Aframax tankers. In a simulation, an S&P strategy based on technical analysis outperformed a benchmark buy-and-hold strategy, particularly for newer tankers, possibly due to the higher price volatility and lower market efficiency in the markets for these vessels. However, the lack …

Corrosion Testing And Simulation Of Taiwan Offshore Wind Foundations, Yao-Hung Fan, Yen-Fu Liu, I-Ming Pan, Chih-Chung Wen, Hsiu-Chen Yeh, Chien-Ming Lo, Tai-Liang Kuo, Hung-Hua Sheu, Hung-Bin Lee

Journal of Marine Science and Technology–Taiwan

Taiwan is located in the subtropical zone, with high relative humidity and high salinity in the air, and there are marine organisms attached to structures in the sea. This study will analyze the durability of the corrosion structure materials of the underwater foundation of offshore wind turbines based on the local chemical environment and paint materials. The offshore wind turbine underwater infrastructure is placed in the small boat dock area of the National Taiwan Ocean University in Taiwan. Nine kinds of coatings certified by NORSOK M501 were used to prepare specimens, and the metal exposure test was carried out by …

Synchronous Deep Reinforcement Learning For Optimized Storage Assignment Of Ship Blocks, Gawon Lee, Jaehyeon Heo, Misung Kim, Hyerim Bae

Journal of Marine Science and Technology–Taiwan

This paper presents a deep reinforcement learning (RL) framework for optimizing block storage allocation in shipbuilding yards. During the shipbuilding process, vessels are constructed in block units to maximize the operational efficiency. Following assembly, these blocks must be stored in limited yard spaces, creating a complex variant of the binary packing problem. This storage allocation problem is further complicated by operational constraints, including the barge capacity and transportation time restrictions. Moreover, poor storage decisions can lead to redundant block movements, which can adversely affect downstream processes and increase operational costs. To resolve this problem, a policy-gradient-based synchronous RL model was …

A Resilience Early Warning Assessment Of The Maritime Supply Chain: A Case Study Of China’S New Energy Vehicle Exports, Xiuqian Chen, Liangyong Chu, Mengyao Wang, Jiayin Du, Yiming Zhang, Xiyao Xu

Journal of Marine Science and Technology–Taiwan

Enhancing resilience through early warning is a critical strategy for mitigating disruption risks in the maritime supply chain (MSC). This study proposes a novel early warning assessment framework to determine the resilience of the MSC. It is referred to as a resilience early warning system. An evaluation index system for shipping enterprises is developed based on four dimensions: withstand capacity, adaptive capacity, learning capability, and the external environment. A resilience assessment model that uses the Bayesian best-worst method (BBWM) and the extension cloud model (ECM) is established to quantify MSC resilience. An early warning evaluation model based on a Bayesian …

Public-Port Throughput As An Activity Proxy For Near-Port Air Quality And Health: A Transferable Two-Scale Framework (Kaohsiung, 2017–2024), Ping-Jen Wang, Ying-Lin Hsu, Shih-Hao Chang, Bao-Tzung Wu

Journal of Marine Science and Technology–Taiwan

We developed a two-scale time series framework using monthly container throughput (20-foot equivalent units, TEU) as a port activity indicator. Applied to Kaohsiung, Taiwan (2017–2024), we related TEU to near-port NO₂ and PM₂.₅ (monthly) and air quality to outpatient respiratory diagnoses (weekly) across the 2019–2020 sulfur rules and the COVID-19 pandemic. Transfer-function models indicate TEU tends to lead near-port NO₂ by 6–9 months. Structural break tests at policy dates indicate nonsignificant changes in levels and slopes, suggesting gradual rather than abrupt shifts in the activity–pollution linkage. Weekly two-pollutant distributed-lag Poisson models estimated relative risks (lags 0–8) per interquartile range (IQR) …

Caring For Service Members, Veterans, And Military Families: A Matter Of Global Security, Alicia Gill Rossiter, Catherine Gaines Ling, Rita D'Aoust

International Nursing Research Congress (INRC)

While significant research has been conducted regarding the impact of military service on the veteran, there is a paucity of research on military families, and little is known about the impact of spousal/parental military service on the military family, leading to a knowledge and comfort level deficit when caring for servicemembers, veterans, and military family members. Lack of information and research focused on the military family unit has led to the care of the military family being siloed and not inclusive of the needs of the entire family unit. Disenfranchising the military spouse and the lack of services and support …

Joy To The Rehabilitation World: A Call To Incorporate Enjoyment Into Clinical Practice, Cristina Colón-Semenza, Raymond Jones, Winston Kennedy

Journal of Patient-Centered Research and Reviews

Although multiple academic disciplines recognize the motivational power of joy, rehabilitation professionals have, historically, underemphasized this construct in clinical practice. In addition, many clinicians report persistent challenges in motivating patients to adhere to prescribed exercise regimens. In response, there is growing advocacy for integrating affective-based interventions into practice. This overview aims to 1) raise awareness among rehabilitation professionals about the role of joy in physical rehabilitation, 2) illustrate how joy influences physical activity engagement and recovery outcomes, 3) outline evidence-based strategies for enhancing joy in clinical settings, and 4) introduce validated measures of joy suitable for use in practice. By …

Scaling Learning Health Systems: Highlights From The 2026 Health Care Systems Research Network Annual Conference, Deborah Hamlin

Journal of Patient-Centered Research and Reviews

The Health Care Systems Research Network convened for its 2026 Annual Conference on April 21– 23 in Dallas, Texas, at the Sheraton Dallas Hotel. The conference centered on the theme, “Scaling Learning Health Systems: Data-Driven Pathways to Better Outcomes,” featuring 99 peer-reviewed abstract and panel presentations, along with 21 poster presentations, and emphasized the growing role of collaborative, data-enabled research in transforming care delivery and improving patient outcomes.

Abstracts From The 2026 Health Care Systems Research Network (Hcsrn) Annual Conference, Dallas, Texas, Health Care Systems Research Network

Journal of Patient-Centered Research and Reviews

The Health Care Systems Research Network (HCSRN) comprises 18 learning health systems with integrated care delivery and embedded research units. The network’s annual conference serves as a forum for research teams from member institutions to disseminate project findings, explore scientific collaborations, and share insights about population-based research practices that can measurably improve health and health care for all. The theme of this year’s conference was “Scaling Learning Health Systems: Data-Driven Pathways to Better Outcomes.” Abstracts presented at HCSRN 2026 are published in this issue supplement of the Journal of Patient-Centered Research and Reviews, the journal of record for HCSRN’s annual …

Fostering And Maintaining Relational Trust Between Massachusetts Public School Superintendents And Their School Committees, John J. Robidoux

Educational Studies Dissertations

ABSTRACT

The effectiveness of public school governance in Massachusetts relies on the collaborative partnership between superintendents and elected school committees. However, school committee members often lack professional backgrounds in education, leading to role confusion, political friction, communication breakdowns, and a reduced ability to develop and maintain effective relationships with the superintendent. While the structural roles of these entities are well-defined by policy, there is limited research on the internal, lived experiences of district leaders navigating the multifaceted dynamics of relational trust as they relate to effective school district operations. This study addresses the gap in understanding how relational trust is …

Creating Collaborative Strategies: The Influence Of Principal Leadership In Teacher Retention In Rural Secondary Schools In Dhalai District, Tripura, Northeast India., Valerian Castelino

Educational Studies Dissertations

Teacher retention has become a growing concern across India and the world. In rural, tribal, and multilingual contexts, the challenge is even greater. This research, Creating Collaborative Strategies: The Influence of Principal Leadership in Teacher Retention in Rural Secondary Schools in Dhalai District, Tripura, Northeast India, explores how school leadership influences teachers’ decisions to remain in rural schools. The research focuses on Tripura, a small state in Northeast India known for its tribal diversity, geographic isolation, multilingual classrooms, and limited educational resources. The research is informed by a multi-theoretical framework: Herzberg’s Two-Factor Theory, Non-Economic Capital Theory, and Transformational Leadership …

Smart City Pula, Bj Fletcher, Saša Drezgić, Molly Schnoke

All Maxine Goodman Levin School of Urban Affairs Publications

No abstract provided.

Spartan Daily, September 15, 2026, San Jose State University, School Of Journalism And Mass Communications

Spartan Daily, 2026

Volume 167, Issue 10

From The Archives: Rediscovering The John Preston Papers, Isabella Sumner

TMC Library Newsletter (2015-)

The John Preston, MD Papers, the newest collection at the McGovern Historical Center, contain letters and institutional records documenting life at the Austin State Lunatic Asylum—now Austin State Hospital—during Dr. Preston's 36 years as superintendent. Materials include correspondence from patient's families, physicians, judges, sheriffs, and attorneys, along with budgets, patient records, and even menus for staff and patients. Together, they offer a window into mental health care in Texas during the early 20th century.

Read the full story and explore highlights from the collection on the McGovern Historical Center blog.