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Full-Text Articles in Entire DC Network
Insights And Implications Of Ai For Science Strategies Of Major Science And Technology Powers, Zhang Zhiqiang, Yawei Shao
Insights And Implications Of Ai For Science Strategies Of Major Science And Technology Powers, Zhang Zhiqiang, Yawei Shao
Bulletin of Chinese Academy of Sciences (Chinese Version)
Artificial intelligence (AI) is transitioning from a research aid to a scientific discovery agent. The new paradigm of “AI + Science” (AI for Science, AI4S) – the intelligent science paradigm (or the fifth paradigm of science) – characterized by the deep integration of artificial intelligence into the entire process of scientific discovery, is rapidly emerging and becoming a “new agent” for intelligent and autonomous execution of scientific discovery and technological invention as well as a key force in reshaping the human knowledge production system and the global landscape of technological competition. The intervention of AI in the field of knowledge …
Policy Reflections On Promoting Strategic Oriented Basic Research In China: Insights From The U. S. Department Of Energy’S Basic Research Funding System, You Yu, Yun Liu, Wenneng Zhou
Policy Reflections On Promoting Strategic Oriented Basic Research In China: Insights From The U. S. Department Of Energy’S Basic Research Funding System, You Yu, Yun Liu, Wenneng Zhou
Bulletin of Chinese Academy of Sciences (Chinese Version)
Strategy-oriented basic research is a key pathway to driving major original breakthroughs at the frontiers of science, serving national strategic needs, and securing a leading position in global science and technology. It is also a vital pillar for achieving high-level self-reliance and self-strengthening in science and technology and enhancing the capacity for original innovation. Faced with the urgent need to build a science and technology powerhouse and achieve breakthroughs in key core technologies, China has gradually improved its organizational framework for advancing strategy-oriented basic research and has established a solid foundation for policy support and resource allocation. Nevertheless, when measured …
New Paradigm Of Forestry And Grassland Research Driven By Artificial Intelligence, Zhang Huaiqing, Jiaojun Zhu, Yang Liu, Tingdong Yang, Tian Gao, Jing Zhang, Xueyan Zhu, Yan Chen, Xian Jiang, Zeyu Cui, Jingwei Tan, Kexin Lei
New Paradigm Of Forestry And Grassland Research Driven By Artificial Intelligence, Zhang Huaiqing, Jiaojun Zhu, Yang Liu, Tingdong Yang, Tian Gao, Jing Zhang, Xueyan Zhu, Yan Chen, Xian Jiang, Zeyu Cui, Jingwei Tan, Kexin Lei
Bulletin of Chinese Academy of Sciences (Chinese Version)
Addressing the current limitations in forestry and grassland research, particularly in cross-scale system cognition, complex process mechanism representation, and multi-scenario simulation, this study proposes an artificial intelligence-driven paradigm reconstruction framework, to shift the research model from experience-oriented approaches toward data- and intelligence-driven integration. On this basis, the study systematically establishes a multidimensional mapping between artificial intelligence and forestry and grassland research across research objects, processes, and objectives, and clarifies their intrinsic coupling mechanisms and technical pathways. Furthermore, it develops a foundational capability system to support the new paradigm from four key dimensions: data, computing power, models, and applications. By examining …
Open Sharing And Collaborative Governance: Practices And Implications Of National Institutes Of Health’S Digital Transformation, Long Yuntao, Bingzhi Wang, Zheping Xu, Yang Wang
Open Sharing And Collaborative Governance: Practices And Implications Of National Institutes Of Health’S Digital Transformation, Long Yuntao, Bingzhi Wang, Zheping Xu, Yang Wang
Bulletin of Chinese Academy of Sciences (Chinese Version)
With the rapid development of information technology, research projects and tasks of research institutes are increasing rapidly. Scientific and technological resources are the core and foundation of scientific research work, and scientific research institutes are faced with the needs of processing, management and coordination of a large number of scientific and technological resources. Digital transformation has become an inevitable choice for the high-quality development of scientific research institutes. The U.S. National Institutes of Health (NIH), as the world’s top scientific research institute, has continuously introduced a number of initiatives in the field of digital transformation, such as institutional reform policies, …
Ai-Powered Knowledge Engines As Research Infrastructure For Systematic Knowledge Discovery, Gary Welz
Ai-Powered Knowledge Engines As Research Infrastructure For Systematic Knowledge Discovery, Gary Welz
Publications and Research
This paper proposes knowledge engines as a framework for understanding how intelligent systems — both human and artificial — systematically discover, integrate, and generate knowledge. We argue that history’s greatest scientific minds functioned as knowledge engines, processing information through iterative cycles of ingestion, analysis, synthesis, and communication, guided by curiosity and willingness to challenge established beliefs.
We propose a taxonomy of nine integrated capabilities — ingestion, digestion, analysis, calculation, comparison, connection, association, analogy, and multimodal communication — that any serious knowledge engine must combine systematically. The argument is deliberately integrative: achieving ambitious research goals requires orchestrating all nine capabilities within …
Bandwidth-Aware Routing Protocol Monitoring For Software-Defined Network Traffic Engineering, Nupur Kanoi Dutta, Venkata Lakshmana Murthy Varahabhotla
Bandwidth-Aware Routing Protocol Monitoring For Software-Defined Network Traffic Engineering, Nupur Kanoi Dutta, Venkata Lakshmana Murthy Varahabhotla
Defensive Publications Series
The present publication describes a centralized network orchestration approach that enhances routing protocol monitoring streams with real-time link-bandwidth metadata. By embedding bandwidth data directly into monitoring messages, the system bypasses edge router routing tables to conserve memory and facilitate dynamic load balancing without out-of-band telemetry correlation.
Keywords: Software-Defined Networking, Traffic Engineering, Routing Protocol Monitoring, Link Bandwidth, Metadata, Telemetry, Load Balancing.
The Multiple Worlds Of Intentionality: Towards The Accessibility Of Identities, Ismail Choukri
The Multiple Worlds Of Intentionality: Towards The Accessibility Of Identities, Ismail Choukri
SOROUD: The journal of Literacy Criticism
Accessibility is a cognitive ability that contributes to the reproduction of universes and to the construction of characteristics of the unknown world. Both indicate that they interact in the context of the dynamics of the society of mind that is characterized by the differentiation of patterns; each having a particular identity.
Perspective Of Political Discourse In The Light Of Intentionality And Technological Developments?, Mohammed Noubir
Perspective Of Political Discourse In The Light Of Intentionality And Technological Developments?, Mohammed Noubir
SOROUD: The journal of Literacy Criticism
In this article, we propose to present some concepts and mechanisms that allow us to understand the functions of political discourse; mainly, collective intentionality and causal effectiveness in the production of physical effect in the context of intentional realism.
The Journey Is Also The Return, Segio Barce Gallardo
The Journey Is Also The Return, Segio Barce Gallardo
SOROUD: The journal of Literacy Criticism
The aim is to explore a variant of travel theory which, in this case, would be the the journey of return or the return to the beloved country. Even if it is a physical journey, this article tries to investigate and prove that the return journey, especially the one made for the first time after a long absence, is also a sentimental and emotional journey. This article analyses both the author’s own work anda series of books written by other authorswho have experienced the same situation and reflected on those situations in novels and stories. Since the author of the …
The Moorish Ambassador’S Journey To Spain: Cultural Encounters In Ahmed Ben Mehdi Al-Ghazāl’S Natījat Al Ijtihād Fi Al-Mohādana Wa Al-Jihād (1766), Lhoussain Simour
The Moorish Ambassador’S Journey To Spain: Cultural Encounters In Ahmed Ben Mehdi Al-Ghazāl’S Natījat Al Ijtihād Fi Al-Mohādana Wa Al-Jihād (1766), Lhoussain Simour
SOROUD: The journal of Literacy Criticism
This article attempts to read al-Ghazāl’s travel account Natījat al Ijtihād fi al-Mohādana wa al-Jihād as a valuable archival material and an eighteenth-century subaltern narrative that offers the re-interrogation of the discourse of the Self and the Other from the perspective of the Moroccan traveler. Natījat al Ijtihād is a travel account that gives further historical evidence about one of the less discussed experiences in literature and annals of history, the abduction of Muslims in foreign lands. Such an interdependent overlap between these thematic concerns and the historical context that fuels up al-Ghazzal’s travel-inspired text would give readers the chance …
Fostering Integration Of Idd Concepts Into Nursing Curriculums In The United States, Cecily L. Betz, Joyce Carolyn Graff
Fostering Integration Of Idd Concepts Into Nursing Curriculums In The United States, Cecily L. Betz, Joyce Carolyn Graff
International Nursing Research Congress (INRC)
Background: Curriculum content pertaining to the lifespan needs of individuals with intellectual and developmental disabilities (IDD) is not evident in nursing programs in the United States (US) despite national statistics that indicate 17% of the U.S. population are identified as having IDD [1-3]. Beginning with the Kennedy Administration in the 1960s, the U.S. federal government has made significant investments to improve services for the IDD population through the establishment of interdisciplinary educational networks, such as the University Centers for Excellence in Development Disabilities (UCEDD) and Leadership Education in Neurodevelopmental and Related Disabilities (LEND) [2]. For nurses interested in IDD specialty …
Look Out For Our Kind, Christof Koch
Look Out For Our Kind, Christof Koch
Animal Sentience
Strongly supportive overall of Birch’s broad tent Sentience Project, I offer an alternative dyadic, single-class, two-stage process based on estimating the probability for sentience, and the associated confidence, for any individual or taxonomic group. I criticize Birch’s narrow computational framework when addressing the question of algorithmic sentience; there are alternative approaches.
Persistent Chemotherapy-Induced Peripheral Neuropathy As A Chronic Cancer Pain Syndrome: Mechanisms, Therapeutic Limitations, And Future Directions, Reed Firestone, Jamin Morrison
Persistent Chemotherapy-Induced Peripheral Neuropathy As A Chronic Cancer Pain Syndrome: Mechanisms, Therapeutic Limitations, And Future Directions, Reed Firestone, Jamin Morrison
Department of Medicine Faculty Papers
Background/Objectives: Chemotherapy-induced peripheral neuropathy (CIPN) is a common, dose-limiting complication of cancer therapy and a major contributor to chronic neuropathic pain among cancer survivors. Although traditionally managed as a treatment-related toxicity, persistent CIPN frequently persists long after chemotherapy completion and is increasingly recognized as a major survivorship and palliative care challenge. This review synthesizes current mechanistic, clinical, and translational evidence and reframes persistent CIPN as a chronic neuropathic cancer pain syndrome. Methods: A narrative review of peer-reviewed literature was conducted using PubMed/MEDLINE, Embase, and the Cochrane Library, supplemented by manual review of key references and clinical guidelines. Emphasis was placed …
Can An Ai System Be Creative? A Critical Perspective From Art And Engineering, Ivan Magrin-Chagnolleau
Can An Ai System Be Creative? A Critical Perspective From Art And Engineering, Ivan Magrin-Chagnolleau
Presidential Fellows Articles and Research
This paper examines the question of whether artificial intelligence (AI) systems can be creative, approached from the dual perspective of a researcher trained in electrical engineering, pattern recognition, machine learning, and neural networks, who has also spent most of his life engaged in the arts as actor, stage and film director, writer, composer, and visual artist, and in philosophy. Drawing on Margaret Boden’s foundational framework — both her three properties of creativity (novelty, surprise, and value) and her three types of creative processes (combinatorial, exploratory, and transformational) — the paper argues that AI systems are structurally incapable of creativity in …
One-For-All Community Search On Unseen Graphs, Mo Li, Zhaosong Zhao, Linlin Ding, Renata Borovica-Gajic, Zhongming Yao, Jianxin Li
One-For-All Community Search On Unseen Graphs, Mo Li, Zhaosong Zhao, Linlin Ding, Renata Borovica-Gajic, Zhongming Yao, Jianxin Li
Research outputs 2022 to 2026
Community search is a fundamental graph-based retrieval problem that aims to identify a query-dependent subgraph whose nodes exhibit strong internal connectivity. While recent learning-based methods improve retrieval effectiveness via graph representation learning, they follow a ''one-use-one-train'' paradigm that requires retraining or fine-tuning for each target graph, leading to high data dependency, high training costs, and limited generalization. To handle this, we propose OFA-CS, a ''one-for-all'' community search framework trained once on source datasets and directly deployed to arbitrary unseen graphs without retraining or fine-tuning, while preserving strong performance. Specifically, we introduce a Spectral-Aware Feature Alignment module to unify feature dimensionality …
Structural Design And Finite Element Analysis Of A 54 Ton Freight Wagon Bolster Test Rig Under Vertical Center Plate Load, Shandy Dwi Prayoga, I Dewa Gede Ary Subagia, I Ketut Adi Atmika, Abdul Rohman Farid, Yunior Lanang Satrio
Structural Design And Finite Element Analysis Of A 54 Ton Freight Wagon Bolster Test Rig Under Vertical Center Plate Load, Shandy Dwi Prayoga, I Dewa Gede Ary Subagia, I Ketut Adi Atmika, Abdul Rohman Farid, Yunior Lanang Satrio
Journal of Mechanical Engineering Science and Technology (JMEST)
Bolster is one of the bogie's components that receives direct loading from the car body and freight movement. One of the problems that occurs in the bolster is permanent deflection during vertical and transversal static loading. Therefore, a static loading test is required to evaluate the structural strength of the bolster. During the static loading test, a rig is required to hold the bolster so that the bolster is in a fixed position. The rig owned by PT. INKA (Persero) showed a plastic deformation at the vertical center plate load (VCP 5.22P). Therefore, a modified design of the rig is …
Visual-Motor Coordination In Automated Driving: Effects Of Temporal Urgency And Motor Demand On Intervention Behavior, Kailin Cui, Jonathan Chiu, Pranav Meda, Gaojian Huang, Yue Luo
Visual-Motor Coordination In Automated Driving: Effects Of Temporal Urgency And Motor Demand On Intervention Behavior, Kailin Cui, Jonathan Chiu, Pranav Meda, Gaojian Huang, Yue Luo
Faculty Research, Scholarly, and Creative Activity
Occupational Applications: This study shows that time-critical automation intervention requests increase drivers’ visual-motor demands, reflected in measurable changes in driving performance and posture (i.e., limb engagement and trunk positioning) during transitions of control. These responses indicate that maneuver urgency and takeover timing can place elevated biomechanical and coordination demands on drivers, particularly in work-based automated driving. For ergonomics and human factors practice, the findings underscore the need to design automated transportation systems (e.g., ridesharing services) that align request timing with operators’ physical and perceptual capabilities. In occupational settings such as automated shuttles and fleet-supervised vehicles, intervention requests should provide adequate …
Ai Is Not The Kind Of Thing That Can Ever Be Sentient, Lori Marino
Ai Is Not The Kind Of Thing That Can Ever Be Sentient, Lori Marino
Animal Sentience
Sentience evolved to allow organisms to move through their environment avoiding harms and achieving benefits. Sentience did not evolve from computation. It evolved from valenced feelings. AI (even robots) are not embodied and are not the kind of thing that needs to be sentient. There is no way to get from computations to feelings. They are qualitatively different things. We should avoid being lulled into thinking that an inanimate object designed to engage our propensity for anthropomorphism, like AI, is actually a mind.
Reproduction Beyond Benchmarks: Constbert And Colbert-V2 Across Backends And Query Distributions, Utshab Kumar Ghosh, Ashish David, Shubham Chatterjee
Reproduction Beyond Benchmarks: Constbert And Colbert-V2 Across Backends And Query Distributions, Utshab Kumar Ghosh, Ashish David, Shubham Chatterjee
Computer Science Faculty Research & Creative Works
Reproducibility must validate architectural robustness, not just numerical accuracy. We evaluate ColBERT-v2 and ConstBERT across five dimensions, finding that while ConstBERT reproduces within 0.05% MRR@10 on MS-MARCO, both models show a drop of 86-97% on long, narrative queries (TREC ToT 2025). Ablations prove this failure is architectural: performance plateaus at 20 words because the MaxSim operator's uniform token weighting cannot distinguish signal from filler noise. Furthermore, undocumented backend parameters create an 8-point gap due to ConstBERT's sparse centroid coverage, and fine-tuning with 3x more data actually degrades performance by up to 29%. We conclude that architectural constraints in multi-vector retrieval …
"The First Web Novel At 30: The Collection And The Creative Process", Robert Arellano, Scott Rettberg
"The First Web Novel At 30: The Collection And The Creative Process", Robert Arellano, Scott Rettberg
ELO (un)supervised 2026
Summer 2026 marks the 30th anniversary of Sunshine '69, recognized as the first novelistic hypertext fiction published on the web. While the full work remains accessible online—an "(un)supervised" preservation achievement in itself—the archive remains split between boxes and memory. This conversation between the work's creator and a major scholar in electronic literature documents both specific preservation challenges and systemic patterns in what the field chooses to preserve.
Topics include: figuring out web-born composition before established methodologies existed; the three decades of technical decisions that kept a 1996 work alive through format obsolescence and server migrations; and what gets lost …
Aesthetic Relationship Of The Female Character Design And Peacocks In Art Nouveau And Art Deco, A.L Rawan Reda Atef Elzeky, Prof. Dr. Manal Abdel Rahim, Prof. Asmaa Abu Bakr El-Nawawy
Aesthetic Relationship Of The Female Character Design And Peacocks In Art Nouveau And Art Deco, A.L Rawan Reda Atef Elzeky, Prof. Dr. Manal Abdel Rahim, Prof. Asmaa Abu Bakr El-Nawawy
Journal of Art, Design and Music
The Art Nouveau and Art Deco movements (1890–1940) produced a rich visual vocabulary in which the female figure and the peacock emerged as recurring and symbolically charged motifs. Despite extensive scholarship on both movements, the specific aesthetic and symbolic relationship between these two elements, and their collective contribution to the development of character design principles, has received limited scholarly attention.
The aim is to enhance understanding of the visual diversity presented in the selected works, despite the shared fundamental elements represented by the woman and peacock. The complementary relationship between them, whether it is a spatially intertwined and harmonious relationship …
Left Atrial Appendage Mimicking Coronary Aneurysm And Thrombus On Echocardiography In A Child With Kawasaki Disease, Anhar Ali Baeshen, Riad Abouzahr, Jameel Alata
Left Atrial Appendage Mimicking Coronary Aneurysm And Thrombus On Echocardiography In A Child With Kawasaki Disease, Anhar Ali Baeshen, Riad Abouzahr, Jameel Alata
Journal of the Saudi Heart Association
Background: The left atrial appendage (LAA) is an embryologically distinct structure with anatomical features that may mimic pathological findings on echocardiography. In Kawasaki disease, this resemblance can cause diagnostic confusion with coronary artery aneurysm or thrombus.
Clinical presentation: A 7-year-old boy presented with fever lasting more than five days and cervical lymphadenopathy following a viral illness. Kawasaki disease was suspected. Transthoracic echocardiography suggested an abnormality of the left coronary artery with possible thrombus, and the patient was started on aspirin, clopidogrel, and apixaban. Coronary computed tomography angiography demonstrated normal coronary origins, course, and caliber, confirming the suspected lesion to be …
The Effect Of Blended Learning Style On Certain Motor And Skill Variables In Volleyball For Female Students, Hussein Alaa Abdel Hussein, Zaid Abbas Hassan Ali, Nahidah Abd Zaid Aldulimey
The Effect Of Blended Learning Style On Certain Motor And Skill Variables In Volleyball For Female Students, Hussein Alaa Abdel Hussein, Zaid Abbas Hassan Ali, Nahidah Abd Zaid Aldulimey
Modern Sport
The aim of the research was to identify the effect of the blended learning method on some motor and skill variables in volleyball among female students. The researchers followed the experimental method with a design of two equivalent groups. The research sample consisted of second-year students at the College of Physical Education and Sports Sciences, University of Babylon, totaling 28 students, equally divided into a control group and an experimental group. Considering the research results, the researchers concluded that the experimental group showed a clear superiority in post-measurements over the control group in some motor and skill variables in volleyball. …
The Effect Of Using The Tasc Model On Learning The Volleyball Spike Skill For Students, Qaisar Mohammed Mahdi, Mohammed Qaisar Mohammed
The Effect Of Using The Tasc Model On Learning The Volleyball Spike Skill For Students, Qaisar Mohammed Mahdi, Mohammed Qaisar Mohammed
Modern Sport
The research problem was identified through the researchers' observation of weak performance in the volleyball spike skill among second-year students at the College of Physical Education and Sports Sciences, despite their regular participation in practical volleyball sessions. Therefore, the study aimed to investigate the effect of the TASC (Thinking Actively in a Social Context) model on learning the volleyball spike skill. This study is also aligned with Sustainable Development Goal 4 (Quality Education), which emphasizes ensuring inclusive and equitable quality education and promoting lifelong learning opportunities for all. An experimental method was adopted using a two-group equivalent design (experimental and …
The Impact Of Yoga And Mindfulness Training On Reducing Ground-Based Separation Anxiety During High Apparatus Skills In Gymnastics, Zahraa Hazim Yuneus, Liqa' Abdulzahra Obaid, Hind Waleed Kalf, Hind Salem Tayeh
The Impact Of Yoga And Mindfulness Training On Reducing Ground-Based Separation Anxiety During High Apparatus Skills In Gymnastics, Zahraa Hazim Yuneus, Liqa' Abdulzahra Obaid, Hind Waleed Kalf, Hind Salem Tayeh
Modern Sport
Modern sports increasingly recognize psychological factors alongside physical performance. In gymnastics, emotional stability is critical, particularly for high-flying skills that involve significant heights, aerial spins, and precise landings. These demands make gymnasts vulnerable to fear, separation anxiety, and loss of control during flight, leading to hesitation, reduced confidence, and technical errors. The study aims to develop a training program integrating yoga and mindfulness to reduce ground-separation anxiety and improve high-altitude skill performance. The research hypothesizes statistically significant differences between pre- and post-tests in both anxiety levels and skill performance, favoring the post-test. An experimental methodology was adopted, with a purposive …
The Effect Of Skill Exercises Using Equipment On Some Functional Abilities And Learning The Handstand In Artistic Gymnastics For Students, Osama Abdul-Khaliq Kamel
The Effect Of Skill Exercises Using Equipment On Some Functional Abilities And Learning The Handstand In Artistic Gymnastics For Students, Osama Abdul-Khaliq Kamel
Modern Sport
This research aims to determine the effect of skill exercises using equipment on some functional abilities and skill performance, specifically the handstand skill in artistic gymnastics for students at the College of Physical Education and Sports Sciences, University of Diyala. The study also aimed to determine the effect of skill-based exercises using equipment on certain functional variables within the research sample. The researcher hypothesized that skill-based exercises using equipment have a statistically significant impact on some anaerobic functional abilities in learning the handstand gymnastics skill for students. The research population and sample consisted of (12) students representing the college's team, …
Correlation Study Of Emg Activity With Physical And Biokinematic Variables In Double Backward Somersault Take-Off, Bushra Kadhim Abdul-Ridha Al-Hamash
Correlation Study Of Emg Activity With Physical And Biokinematic Variables In Double Backward Somersault Take-Off, Bushra Kadhim Abdul-Ridha Al-Hamash
Modern Sport
The double backflip is a complex gymnastics skill that requires the gymnast's muscles to overcome body weight and gravity, the primary resistances during execution on the floor exercise. Despite repeated training, many gymnasts struggle with balance and landing accuracy in front and backflips. This study aimed to analyze electromyography (EMG) signals and their relationship with physical and biomechanical variables during the take-off phase to improve double backflip performance. The research focused on the rectus anterior femoris and biceps brachii muscles, measuring EMG variables such as peak activity and area under the curve, alongside explosive power tests like the vertical jump …
Ni2-Imido Bispincer Platforms: Cooperative Reactivity Enabled Through Substrate Addition Across A Ni2n Unit, David De Los Santos, Kritika Gour, Manar M. Shoshani
Ni2-Imido Bispincer Platforms: Cooperative Reactivity Enabled Through Substrate Addition Across A Ni2n Unit, David De Los Santos, Kritika Gour, Manar M. Shoshani
School of Integrative Biological & Chemical Sciences Faculty Publications
Transition metal imido complexes are renowned for their capacity to undertake challenging 1,2 additions owing to the high basicity of the imido moiety. Access to transition metal imidos is often limited to the addition of organic azides to metal precursors, hindering the design of molecular constructs incorporating imido units. Bimetallic bispincer complexes, 1 and 2, are presented, which are anchored by a central imido moiety supported by pyridyl imine donors, forming highly planarized Ni2N-aryl cores. Complex 2, which also features a Ni─Ni σ-bond, is able to engage in cooperative substrate cleavage of main group hydrides via a formal 1,2 addition …
A Bayesian-Optimized Ensemble Deep Learning Framework For Automated Detection And Classification Of Retinal Diseases In Ghana Using Oct Images, Gifty Duah, Eric Nyarko, Gideon Nana Amo, Theophilus Dwamena Frimpong, Anani Lotsi
A Bayesian-Optimized Ensemble Deep Learning Framework For Automated Detection And Classification Of Retinal Diseases In Ghana Using Oct Images, Gifty Duah, Eric Nyarko, Gideon Nana Amo, Theophilus Dwamena Frimpong, Anani Lotsi
School of Mathematical & Statistical Sciences Faculty Publications
Retinal diseases pose a significant global health challenge due to their potential to cause severe visual impairment and blindness. This study aimed to develop a robust deep learning ensemble framework for the automated detection and classification of retinal diseases from optical coherence tomography (OCT) images. This study used OCT images from WATBORG Eye Services in Ghana, including glaucoma, macular edema, posterior vitreous detachment (PVD), and healthy eyes. The data preprocessing steps included augmentation, resizing, and one-hot encoding. The dataset was divided into training (56%), validation (14%), and testing (30%) sets using stratified sampling. Six convolutional neural network (CNN) architectures, Visual …
Spatial Identity In Transition: Revitalizing Surakarta’S Heritage Markets Through Community-Based Placemaking, Eko Nursanty, Sri Mulyani, I Wayan Andhika Widiantara, Arturo Galay Cauba
Spatial Identity In Transition: Revitalizing Surakarta’S Heritage Markets Through Community-Based Placemaking, Eko Nursanty, Sri Mulyani, I Wayan Andhika Widiantara, Arturo Galay Cauba
Journal of Environmental Science and Sustainable Development
Traditional markets are essential socio-cultural infrastructures in heritage cities, shaping everyday interactions, economic life, and collective memory. In Surakarta, four historic markets—Pasar Gede, Pasar Klewer, Pasar Legi, and Pasar Triwindu—sustain the city’s urban identity. However, rapid modernization, commercial restructuring, and shifting consumer behavior have disrupted their spatial and symbolic continuity, raising concerns about the erosion of cultural meaning. Previous studies examined traditional markets mainly from economic or architectural perspectives, rarely exploring how their multidimensional identity evolves under urban transformation. This study investigates how spatial, social, symbolic, and environmental dimensions collectively shape market-based authenticity and the urban identity of Surakarta. A …