Ivan Lorencin - Publications, H-index & Citations

Ivan Lorencin

Juraj Dobrila University of Pula

19H指数

107论文数

1.4K被引数

收录论文 15

发表时间

Evaluating the Impact of Adapter-Based Fine-Tuning on Structured Parsing Performance in Large Language Models 评估基于适配器的微调对大型语言模型中结构化解析性能的影响

Machine Learning and Knowledge Extraction

IF6

2026-05-21

OAAI

Ratomir Karlović; Luka Sever; Sandi Baressi Šegota; Vedran Mrzljak; Ivan Lorencin

Performance Trade-Offs of Optimizing Small Language Models for E-Commerce 优化小型语言模型在电子商务中的性能权衡

Big Data and Cognitive Computing

IF4.4

2026-05-16

OAAI

Josip Tomo Licardo; Nikola Tanković; Ivan Osman; Ivan Lorencin; Sandi Baressi Šegota

Robust Clinical Querying with Local LLMs: Lexical Challenges in NL2SQL and Retrieval-Augmented QA on EHRs 基于本地LLM的鲁棒临床查询：NL2SQL和基于EHR的检索增强QA中的词汇挑战

Big Data and Cognitive Computing

IF4.4

2026-03-03

OAAI

Luka Blašković; Nikola Tanković; Ivan Lorencin; Sandi Baressi Šegota

Memetic Algorithm for Energy Optimization in Point-to-Point Robotized Operations 膜因算法在点对点机器人化操作中的能量优化

Machines

IF2.5

2025-12-25

OAAI

Baressi Segota, Sandi; Frank, Domagoj; Lorencin, Ivan; Andelic, Nikola

Context-Aware Tourism Recommendations Using Retrieval-Augmented Large Language Models and Semantic Re-Ranking 基于检索增强大语言模型和语义重排的情境感知旅游推荐

Electronics 2025, Vol. 14, Page 4448

IF2.6

2025-11-18

OAAI

Ratomir Karlović; Mia Rovis; Alma Smajić; Luka Sever; Ivan Lorencin

Large Language Models for Structured and Semi-Structured Data, Recommender Systems and Knowledge Base Engineering: A Survey of Recent Techniques and Architectures 大型语言模型在结构化与半结构化数据、推荐系统和知识库工程中的应用：近期技术与架构综述

electronics

IF0

2025-08-17

OAAI

Alma Smajić; Ratomir Karlović; Mieta Bobanović Dasko; Ivan Lorencin

Data Augmentation-Driven Improvements in Malignant Lymphoma Image Classification 数据增强驱动的恶性淋巴瘤图像分类改进

computers

IF0

2025-07-30

OAAI

Sandi Baressi Šegota; Vedran Mrzljak; Ivan Lorencin; Nikola Anđelić

Localization and Classification of Venusian Volcanoes Using Image Detection Algorithms 使用图像检测算法对金星火山进行定位和分类

SENSORS

IF3.5

2023-01-20

OAAI

Duranovic, Daniel; Segota, Sandi Baressi; Lorencin, Ivan; Car, Zlatan

On Approximating the pIC50 Value of COVID-19 Medicines In Silico with Artificial Neural Networks

BIOMEDICINES

IF3.9

2023-01-19

OAAI

Baressi Segota, Sandi; Lorencin, Ivan; Kovac, Zoran; Car, Zlatan

Semantic Segmentation of Urinary Bladder Cancer Masses from CT Images: A Transfer Learning Approach 从CT图像中进行膀胱癌肿块的语义分割: 一种迁移学习方法

BIOLOGY-BASEL

IF3.5

2021-11-04

OAAI

Segota, Sandi Baressi; Lorencin, Ivan; Smolic, Klara; Andelic, Nikola; Markic, Dean; Mrzljak, Vedran; Stifanic, Daniel; Musulin, Jelena; Spanjol, Josip; Car, Zlatan

Artificial intelligence approach towards assessment of condition of COVID-19 patients-Identification of predictive biomarkers associated with severity of clinical condition and disease progression

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2021-11-01

OAAI

Blagojevic, Andela; Sustersic, Tijana; Lorencin, Ivan; Segota, Sandi Baressi; Andelic, Nikola; Milovanovic, Dragan; Baskic, Danijela; Baskic, Dejan; Petrovic, Natasa Zdravkovic; Sazdanovic, Predrag; Car, Zlatan; Filipovic, Nenad

Epidemiological Predictive Modeling of COVID-19 Infection: Development, Testing, and Implementation on the Population of the Benelux Union

FRONTIERS IN PUBLIC HEALTH

IF3.4

2021-10-28

OAAI

Sustersic, Tijana; Blagojevic, Andjela; Cvetkovic, Danijela; Cvetkovic, Aleksandar; Lorencin, Ivan; Segota, Sandi Baressi; Milovanovic, Dragan; Baskic, Dejan; Car, Zlatan; Filipovic, Nenad

Automatic Evaluation of the Lung Condition of COVID-19 Patients Using X-ray Images and Convolutional Neural Networks 使用x射线图像和卷积神经网络自动评估新型冠状病毒肺炎患者的肺部状况

JOURNAL OF PERSONALIZED MEDICINE

IF3

2021-01-04

OAAI

Lorencin, Ivan; Baressi Segota, Sandi; Andelic, Nikola; Blagojevic, Andela; Sustersic, Tijana; Protic, Alen; Arsenijevic, Milos; Cabov, Tomislav; Filipovic, Nenad; Car, Zlatan

Using multi-layer perceptron with Laplacian edge detector for bladder cancer diagnosis 多层感知器与拉普拉斯边缘检测器在膀胱癌诊断中的应用

ARTIFICIAL INTELLIGENCE IN MEDICINE

IF6.2

2020-01-01

OAAI

Lorencin, Ivan; Andelic, Nikola; Spanjol, Josip; Car, Zlatan

Evaluating Generating Unit Unavailability Using Bayesian Power Priors 使用贝叶斯功率先验评估发电机组的不可用性

IEEE TRANSACTIONS ON POWER SYSTEMS

IF7.2

2017-05-01

PREAI

Lorencin, Ivan; Pantos, Milos

研究方向