Process mining facilitates the discovery, conformance, and enhancement of business processes using event logs. However, incomplete event logs and the complexities of concurrent activities present significant challenges in achieving accurate process m...
In process mining, an event log is a structured collection of recorded events that describes the execution of processes within an organization. The completeness of event logs is crucial for ensuring accurate and reliable process models. Incomplete ev...
The low quality of business process event logs—particularly the widespread occurrence of incomplete traces—poses significant challenges to the reliability, accuracy, and efficiency of process mining analysis. In real-world scenarios, thes...
The completeness of event logs and long-distance dependencies are two major challenges for process mining. Until now, most process mining methods have not been able to discover long-distance dependency and assume that the directly-follows relationshi...
Process mining is a relatively new subject that builds a bridge between traditional process modeling and data mining. Process discovery is one of the most critical parts of process mining, which aims at discovering process models automatically from e...
Process mining has piqued the interest of researchers and technology manufacturers. Process mining aims to extract information from event activities and their interdependencies from events recorded by some enterprise systems. An enterprise system&rsq...
Process Mining allows organizations to obtain actual business process models from event logs (discovery), to compare the event log or the resulting process model in the discovery task with the existing reference model of the same process (conformance...
Overflow early warning during drilling requires timely interpretation of noisy, incomplete, and operation-dependent mud-logging streams. Single-threshold alarms are easy to deploy but are sensitive to pump changes and surface-tank operations, whereas...
Background/Objectives: The aim of this study was to determine whether incomplete follow-up and competing event risks may be associated with the clinical course after treatment and with known risk factors, such as chronic limb-threatening ischemia (CL...
In contrast to the widely used sequence stratigraphic models for passive continental margins, the stacking patterns of strata within epeiric seas, which are influenced by regional tectonic activity, may display opposing characteristics during the sam...
Large language models (LLMs) are increasingly relevant to Business Process Management (BPM), particularly when process knowledge is dispersed across documents, conversations, and other unstructured sources. Their probabilistic outputs, however, raise...
Clustering plays a vital role in process mining as it organizes complex event logs into meaningful groups, helping to identify common patterns, outliers, and inefficiencies. This simplification enables organizations to detect bottlenecks and optimize...
Introduction: No previous studies comparing the outcomes between off-pump coronary artery bypass grafting (off-pump CABG, OPCAB) and on-pump CABG (ONCAB) have been performed in patients with severe left ventricular dysfunction (LVD) and a giant left...
Tele-oncology expanded rapidly during the COVID-19 pandemic and remains central to cancer care, yet evidence on guideline adherence in tele-oncology is limited, particularly in Latin America. In Chile, the Explicit Health Guarantees (GES) program man...
Background: Albuminuria reflects systemic endothelial dysfunction and cardiorenal interaction in heart failure (HF), yet its short-term prognostic value in acute decompensated HF (ADHF) remains incompletely characterized. Methods: We conducted a pros...
Digitalization has reshaped dental laboratory processes through digital tools and artefacts supporting clinician–laboratory collaboration; however, repeated iterations still increase coordination effort and extend delivery times. This study exa...
Combretastatin A1 (OXi4503) is a dual-function drug with vascular disrupting and cytotoxic properties that has exhibited single-agent anti-leukemia activity in murine xenograft models of acute myeloid leukemia (AML) and in a prior Phase 1A clinical s...
Reproductive efficiency determines the economic benefits of the sheep industry, yet the molecular mechanisms underlying prolificacy remain incompletely understood. To investigate transcriptomic differences associated with sheep prolificacy, we perfor...
Background/Objectives: Characterizing factors associated with intensive care unit (ICU) admission among hospitalized patients with pulmonary embolism (PE) is clinically relevant, particularly when established risk-stratification variables are incompl...
Background: Soft tissue sarcomas (STS) in children, adolescents, and young adults are rare and biologically heterogeneous, and prognostic factors for local recurrence, metastasis, and survival remain incompletely defined. This study aimed to characte...
Background/Objectives: International guidelines recommend risk-adapted postoperative management in early-stage cervical cancer; however, the extent to which these recommendations are implemented in routine clinical practice remains incompletely chara...
Background: Relapse remains a major challenge in the long-term management of pulmonary sarcoidosis, yet predictors of relapse-free survival in patients with early-stage disease are incompletely understood. We investigated the clinical determinants of...
Background: Whether routinely available laboratory measures are associated with longitudinal bone mineral density (BMD) change in clinical practice remains uncertain, particularly when treatment exposure and other major skeletal determinants are inco...
Purpose: To evaluate the safety and feasibility of repeated subtenon administration of autologous platelet-rich plasma (PRP) in patients with degenerative retinal diseases and to explore preliminary, hypothesis-generating functional observations in r...
Background: Older adults with epithelial ovarian cancer (EOC) are underrepresented in prospective studies, and treatment selection is influenced by frailty, comorbidity, disease burden, and clinician assessment. We evaluated treatment patterns, opera...
Mobile RFID inventory in libraries must be planned and evaluated under noisy observations, configuration-dependent read regimes, and incomplete supervision. This paper presents an uncertainty-aware analytics framework for robot-assisted RFID inventor...
Background/Objectives: Sepsis is a leading cause of morbidity and mortality due to its rapid progression and variability in care delivery. While existing predictive models estimate sepsis risk using clinical variables, they typically rely on static a...
Background/Objectives: Alcoholic cardiomyopathy (ACM) is a major preventable cause of non-ischemic dilated cardiomyopathy (DCM), yet its specific cardiac magnetic resonance (CMR) remains incompletely defined. We aimed to characterize the CMR features...
We propose an interactive approach to teaching Coulomb’s law and electrostatics in general, rooted in two complementary pedagogical methodologies: hyper-constructivism (H-C) and neo-realism. Unlike standard constructivism, our hyper-constructiv...
Background: Risk stratification for acute decompensated heart failure (ADHF) at admission remains clinically challenging, particularly in patients with concomitant renal dysfunction. Although B-type natriuretic peptide (BNP) is a well-established bio...
Background/Objectives: Optimal vascular access remains a critical determinant of outcomes in patients undergoing maintenance hemodialysis. While an arteriovenous fistula (AVF) is generally preferred over an arteriovenous graft (AVG), the impact of ob...
Background/Objectives: Fabry disease (FD) is a lysosomal storage disorder characterized by progressive renal and cardiac involvement and an increased burden of cardiovascular and cerebrovascular events. While cardiac magnetic resonance imaging (CMR)...
Background: Testicular germ cell tumors (TGCTs) are the most common solid malignancies in young men. In real-world clinical practice, non-random treatment allocation may result in confounding by indication, as patients with a greater disease burden a...
Purpose-aware AI systems are increasingly deployed in safety-critical, multi-agent, and human-facing environments, where they must transform heterogeneous data into timely, explainable, and goal-aligned decisions under uncertainty. Existing architect...
17 October 2026
Background/Objectives: The HFA-ICOS baseline cardiovascular risk classification was developed to standardize pretreatment risk stratification before potentially cardiotoxic cancer therapy, but its external performance across diverse populations remai...
Introduction: Low-malignant-potential adenocarcinoma has been defined as a type of non-mucinous tumor, which has a total tumor size measuring ≤ 3 cm, exhibits ≥ 15% lepidic growth, lacks non-predominant high-grade patterns (≥10% cribriform,...
Background/Objectives: Cardiopulmonary bypass (CPB) triggers a systemic inflammatory response in children undergoing congenital heart surgery. Although dexmedetomidine has been proposed as an alternative to corticosteroids, the two agents have not pr...