Our Work

Fon krizi yalnızca birkaç fonun ya da gevşek denetimin hikâyesi değil. Fonlar milyonların sıradan tasarruf aracına dönüştü; ama servet yayılmadı. Borç tabana yayılırken fon serveti tepede yoğunlaştı. …

Fon krizi yalnızca birkaç fonun ya da gevşek denetimin hikâyesi değil. Fonlar milyonların sıradan tasarruf aracına dönüştü; ama servet yayılmadı. Borç tabana yayılırken fon serveti tepede yoğunlaştı. Tasarrufun yönetimi aracılara devredilirken kayıp hanehalkı bilançosuna dönüyor.

The analysis used the 2022 Bangladesh Demographic and Health Survey biomarker data for 13,963 adults aged 18 years and older in 674 survey clusters, including measured blood pressure, fasting plasma g…

The analysis used the 2022 Bangladesh Demographic and Health Survey biomarker data for 13,963 adults aged 18 years and older in 674 survey clusters, including measured blood pressure, fasting plasma glucose, body mass index and sociodemographic variables, which are available from the DHS Program on registration. These data were linked at the cluster level to ten satellite-derived environmental variables (land surface temperature, vegetation and water indices, aerosol optical depth, nighttime lights, precipitation, soil moisture and elevation), extracted from Google Earth Engine as 2022 annual composites within 1-km and 3-km buffers.

Values education frameworks traditionally depend on behavior-modification models that enforce compliance from the outside in, neglecting students' underlying psychological and existential st…

Values education frameworks traditionally depend on behavior-modification models that enforce compliance from the outside in, neglecting students' underlying psychological and existential states. This paper introduces the curricular framework of Biblical Existentialism, implemented through the Elementary and High School Values Education Class (EHSVEC) and theMamuhay Nang Tama (MNT) textbook curriculum series in the Philippines. Thismodel flips the secular existentialist premise that "existence precedes essence,"asserting instead that human ontology is anchored in a predefined, divine design—"essence precedes existence." While drawing conceptual frameworks from Søren Kierkegaard’s Christian existentialism regarding human subjectivity and internal anxiety, this curriculum departs from his stance of isolated, iintellectual dread. Instead, Biblical Existentialism structures values education as a communal, teacher-guided five-step therapeutic journey designed to transform childhood emotional trauma and natural curiosity into structural spiritual security. Furthermore, this paper incorporates my framework on The Child, the Family, and the State, mapping out how internal spiritual restoration resolvesinstitutional conflicts between a child's personal needs, parental rights, andpublic civic duties. This comprehensive model shows complete alignment with theDepartment of Education's (DepEd) MATATAG Good Manners and RightConduct (GMRC) core competencies (Maka-Diyos, Makatao, Makabansa,Makakalikasan).

The authentication process entails transfer of sensitive data between the device or account of the user and the authentication server in a bid to identify an identity of the requester. The authenticat…

The authentication process entails transfer of sensitive data between the device or account of the user and the authentication server in a bid to identify an identity of the requester. The authentication process needs to be secured against security assaults. Authentication techniques are numerous depending on the requirements of the system. However, any authentication method cannot be fully secure. This study was aimed at identifying the security threats and abnormalities by employing the device and user context in the authentication process. Context has also been used to examine the Denial-of-service as DoS, attacks like brute-force and distributed denial-of-service (DDoS) attacks. Extensive simulations happening on the standard dataset is CIC-IDS2018 were conducted with python programming. The accuracy, recall, f-score precision and also built time of each of four ML classifiers that are decision tree classifier model, Random Forest classifier, k-nearest neighbour classifier and SVM model were computed on the various combinations of splits of data and various features splits. Approximately the tests give the f-scores, recalls, precisions, and accuracy of over 98.0 of brute-force and DoS/DDoS attacks. Discoveries on the tests security and safety analysis and threat modelling protest the projected validation and authentication strategy can be used to raise the level of security of a secure system.

Replication package for the journal article on attributing LLM-paraphrased source code to the model that produced it, in the setting where someone has an LLM rewrite code that another person wrote so …

Replication package for the journal article on attributing LLM-paraphrased source code to the model that produced it, in the setting where someone has an LLM rewrite code that another person wrote so that it no longer looks copied.Contents: the corpus of 144,958 paraphrase pairs (22,053 human-written files in Python, C, C++, Java, C#, Go and PHP, rewritten by Gemini 3 Flash, GPT 5 Nano, Claude 3 Haiku, Qwen 3 Coder 30B, DeepSeek V3.2, Grok 4 Fast and Devstral 2512 under the paraphrasing instruction of Park et al., 2025), the deterministic fold assignment, the 105-feature matrix, the cross-prompt corpus (the same 1,050 files rewritten under two further instructions), 2,400 human revisions of source files from MIT-licensed repositories (the negative set of the paired detection experiment), the out-of-fold outputs of every view and baseline (tree learners, TF-IDF views, fine-tuned CodeBERT and CodeT5 encoders, attention classifier, LPcodedec replication), every result file behind the article's tables and figures, the Colab notebooks for the GPU baselines, and the scripts that rebuild the corpus, run every experiment and regenerate every table and figure.The human-written files come from public repositories under the MIT, Apache 2.0, BSD 2-Clause and BSD 3-Clause licences and are redistributed under those licences with their notices preserved. Personal markers in identifiers were anonymised. The scripts are released under the MIT licence. The LPcode benchmark and the LPcodedec code of Park et al. are not redistributed; the README documents how to obtain them.

The increasing integration of renewable energy sources and decentralized energy trading has significantly increased the complexity of modern smart grid management. This study proposes a hybrid quantum…

The increasing integration of renewable energy sources and decentralized energy trading has significantly increased the complexity of modern smart grid management. This study proposes a hybrid quantum–classical optimization framework for smart grid load forecasting and secure energy trading. A two-layer Long Short-Term Memory (LSTM) network is used for load prediction, achieving an RMSE of 2.89 MW and MAPE of 3.71%, improving forecasting accuracy by approximately 9% compared to classical models. The economic dispatch problem is formulated as a Quadratic Unconstrained Binary Optimization (QUBO) model and solved using the Quantum Approximate Optimization Algorithm (QAOA). Experimental evaluation on the IEEE 33-bus system reduced total dispatch cost to $12,310/day, achieving a 5.2% cost reduction compared to PSO. The framework also ensures secure peer-to-peer energy trading using blockchain with post-quantum cryptography. The results demonstrate improved scalability, optimization efficiency, and security for next-generation smart grid systems. 

0.3.2 — 2026-10-04 DANTE_TIR is now also published as a Singularity image, built and tested with each release, for use from Galaxy and on HPC. The runtime dependencies are pinned, so the conda package…

0.3.2 — 2026-10-04 DANTE_TIR is now also published as a Singularity image, built and tested with each release, for use from Galaxy and on HPC. The runtime dependencies are pinned, so the conda package, the image and the CI gate all resolve the same R / Bioconductor stack. No change to results. Singularity image on GHCR Each release now also publishes a Singularity / Apptainer image: singularity pull oras://ghcr.io/kavonrtep/dante_tir/sif:<version> (also tagged latest). It is built from Singularity.def, which copies the tagged source into the image and installs requirements.txt into /opt/env; it does not depend on the anaconda.org upload. Intended for Galaxy, in the same way as the TideCluster and CARP images. conda-release.yml is replaced by release.yml: gate, then conda package and SIF in parallel; the SIF runs the long test with the CLIs baked into the image before it is pushed. The GitHub release is created only after both artefacts are published. workflow_dispatch rebuilds the image for an existing tag without touching conda. tests/short.sh and tests/long.sh accept DANTE_TIR_BIN, the directory of the CLIs under test (default: the checkout). Runtime dependencies are pinned requirements.txt and the conda recipe now pin the R / Bioconductor stack that is verified to work (r-base 4.3.3, Bioconductor 3.18: BiocGenerics 0.48.1, S4Vectors 0.40.2, IRanges 2.36.0, Biostrings 2.70.1, ...), plus Python 3.11, mmseqs2, BLAST and CAP3. Unpinned, one dante_tir version resolved to different stacks on different machines; on the production Galaxy a BiocGenerics/S4Vectors mismatch stopped detect_tirs.R at load time. Installation Singularity / Apptainer image: singularity pull dante_tir_0.3.2.sif oras://ghcr.io/kavonrtep/dante_tir/sif:0.3.2 singularity exec dante_tir_0.3.2.sif dante_tir.py -g dante.gff3 -f genome.fasta -o out -c 8 Conda: mamba create -n dante_tir -c conda-forge -c r -c bioconda -c petrnovak dante_tir=0.3.2

....

Digital communication technologies have fundamentally transformed the landscape of third-party interference in marriage, creating new pathways through which extramarital emotional and romantic involve…

Digital communication technologies have fundamentally transformed the landscape of third-party interference in marriage, creating new pathways through which extramarital emotional and romantic involvement emerges, escalates, and produces marital distress. Despite a growing body of research on social media use and relationship outcomes, no systematic review has comprehensively synthesised the evidence on social media facilitated third-party interference as a distinct and coherent phenomenon, examined the specific mechanisms through which digital environments enable and amplify relational violations, or integrated this evidence with established frameworks of betrayal trauma and marital distress. This systematic review addresses these gaps by synthesising empirical research published between 2009 and 2024 on the association between social media use and third-party interference in marriage, the psychological consequences for affected couples, and the mechanisms through which digital contexts facilitate relational boundary erosion. Following PRISMA 2020 guidelines, five academic databases were systematically searched, namely PsycINFO (n = 198), Scopus (n = 224), Web of Science (n = 167), PubMed (n = 89), and Communication Abstracts (n = 134), yielding a total of 812 records and ultimately 16 eligible empirical studies after deduplication and screening. Findings reveal that social media facilitated third-party interference operates through four primary mechanisms: parasocial intimacy escalation, digital disinhibition, privacy architecture exploitation, and parallel reality construction. Psychological consequences for affected partners include heightened relational jealousy and surveillance behaviour, betrayal trauma symptoms equivalent in severity to offline infidelity, accelerated trust erosion, and partner-directed hypervigilance. The review makes four theoretical contributions: the Digital Intimacy Gradient Model, which maps the escalation pathway from casual online contact to emotionally intimate third-party involvement across five progressive stages; the concept of ambient digital infidelity, describing the continuum of digitally mediated relational boundary violations that precede formal affair disclosure; the Dual Screen Relationship Model, which conceptualises marriage in the digital age as a relationship system simultaneously maintained in physical and digital spaces; and a Digital Boundary Literacy Framework as a prevention-oriented construct with direct implications for premarital education, couple therapy, and digital wellness policy. Implications for therapeutic practice, preventive intervention, and family policy in high-connectivity societies are discussed.

The mechanism through which digital technologies affect management efficiency in the service sector is examined. Three levels of digitalisation — automation, data-driven management and platformisation…

The mechanism through which digital technologies affect management efficiency in the service sector is examined. Three levels of digitalisation — automation, data-driven management and platformisation — are identified, and methods for improving management efficiency at each level are substantiated. The study proposes a digital maturity index (DMI) and an econometric model designed to measure the impact of digitalisation on management efficiency. In addition, the forms in which the "digital productivity paradox" manifests itself in the national context are analysed.