yusuke1997/dblp-id-title huggingface dataset:
Proceedings of the IEEE/ACM 3rd International Conference on AI Engineering - Software Engineering for AI, CAIN 2024, Lisbon, Portugal, April 14-15, 2024
Custom Developer GPT for Ethical AI Solutions
Proceedings of the 1st International Conference on AI Engineering: Software Engineering for AI, CAIN 2022, Pittsburgh, Pennsylvania, May 16-17, 2022
Engineering LLM Powered Multi-Agent Framework for Autonomous CloudOps
Defining Quality Requirements for a Trustworthy AI Wildflower Monitoring Platform
Continuous Quality Assurance and ML Pipelines under the AI Act
(Why) Is My Prompt Getting Worse? Rethinking Regression Testing for Evolving LLM APIs
The Impact of Knowledge Distillation on the Energy Consumption and Runtime Efficiency of NLP Models
Evaluating Reinforcement Learning Safety and Trustworthiness in Cyber-Physical Systems
Trustworthy and Robust AI Deployment by Design: A framework to inject best practice support into AI deployment pipelines
Code smells for machine learning applications
SqPal - Text to SQL GenAI Tool for PayPal
MLScent: A Tool for Anti-Pattern Detection in ML Projects
Towards a roadmap on software engineering for responsible AI
Green Runner: A Tool for Efficient Deep Learning Component Selection
Approach for Argumenting Safety on Basis of an Operational Design Domain
Preliminary insights to enable automation of the software development process in software StartUps: an investigation study from the use of artificial intelligence and machine learning
Towards a Privacy-by-Design Framework for ML-Enabled Systems
Energy-Efficient Development of ML-Enabled Systems: A Data-Centric Approach
AI governance in the system development life cycle: insights on responsible machine learning engineering
LLM-Based Safety Case Generation for Baidu Apollo: Are We there Yet?
Design Patterns for AI-based Systems: A Multivocal Literature Review and Pattern Repository
An Initial Analysis of Repair and Side-effect Prediction for Neural Networks
ML-On-Rails: Safeguarding Machine Learning Models in Software Systems - A Case Study
Towards Concrete and Connected AI Risk Assessment (C 2 AIRA): A Systematic Mapping Study
Can causality accelerate experimentation in software systems?
RAGProbe: Breaking RAG Pipelines with Evaluation Scenarios
Trustworthy AI: Industry-Guided Tooling of the Methods
Mutation-based Consistency Testing for Evaluating the Code Understanding Capability of LLMs
Novel Contract-based Runtime Explainability Framework for End-to-End Ensemble Machine Learning Serving
Algorithm Debt: Challenges and Future Paths
A Combinatorial Approach to Hyperparameter Optimization
Modeling Resilience of Collaborative AI Systems
Component-based Approach to Software Engineering of Machine Learning-enabled Systems
All You Need is an AI Platform: A Proposal for a Complete Reference Architecture
Extensible Modeling Framework for Reliable Machine Learning System Analysis
Automotive Perception Software Development: An Empirical Investigation into Data, Annotation, and Ecosystem Challenges
From Hazard Identification to Controller Design: Proactive and LLM-Supported Safety Engineering for ML-Powered Systems
Uncovering Energy-Efficient Practices in Deep Learning Training: Preliminary Steps Towards Green AI
4th IEEE/ACM International Conference on AI Engineering - Software Engineering for AI, CAIN 2025, Ottawa, ON, Canada, April 27-28, 2025
MLOps: five steps to guide its effective implementation
Challenges in AI Projects for Machinery and Plant Engineering
Engineering Challenges for AI-Supported Computer Vision in Small Uncrewed Aerial Systems
Investigating Issues That Lead to Code Technical Debt in Machine Learning Systems
2nd IEEE/ACM International Conference on AI Engineering - Software Engineering for AI, CAIN 2023, Melbourne, Australia, May 15-16, 2023
Exploring Hyperparameter Usage and Tuning in Machine Learning Research
Towards a Domain-Specific Modeling Language for Streamlined Change Management in AI Systems Development
DDPT: Diffusion-Driven Prompt Tuning for Large Language Model Code Generation
Traceable business-to-safety analysis framework for safety-critical machine learning systems
Identification and Optimization of Redundant Code Using Large Language Models
Random Perturbation Attack on LLMs for Code Generation
Black-box models for non-functional properties of AI software systems
Identifying Architectural Design Decisions for Achieving Green ML Serving
Replay-Driven Continual Learning for the Industrial Internet of Things
Towards a Responsible AI Metrics Catalogue: A Collection of Metrics for AI Accountability
Innovating Translation: Lessons Learned from BWX Generative Language Engine
Influence-driven data poisoning in graph-based semi-supervised classifiers
InsightAI: Root Cause Analysis in Large Log Files with Private Data Using Large Language Model
A Taxonomy of Foundation Model based Systems through the Lens of Software Architecture
A Case Study on AI Engineering Practices: Developing an Autonomous Stock Trading System
AI Security Continuum: Concept and Challenges
UDAVA: an unsupervised learning pipeline for sensor data validation in manufacturing
Prompt Smells: An Omen for Undesirable Generative AI Outputs
On-Device or Remote? On the Energy Efficiency of Fetching LLM-Generated Content
What is an AI engineer?: an empirical analysis of job ads in The Netherlands
DVC in Open Source ML-development: The Action and the Reaction
The goldilocks framework: towards selecting the optimal approach to conducting AI projects
Engineering Challenges in Industrial AI
An empirical evaluation of flow based programming in the machine learning deployment context
An AI-driven Requirements Engineering Framework Tailored for Evaluating AI-Based Software
ImageBiTe: A Framework for Evaluating Representational Harms in Text-to-Image Models
Maintaining and Monitoring AIOps Models Against Concept Drift
Approach Towards Semi-Automated Certification of Low Criticality ML-Enabled Airborne Applications
Reproducibility Requires Consolidated Artifacts
A Roadmap for Enriching Jupyter Notebooks Documentation with Kaggle Data
Assessing and Enhancing the Robustness of LLM-Based Multi-Agent Systems Through Chaos Engineering
A Metrics-Oriented Architectural Model to Characterize Complexity on Machine Learning-Enabled Systems
A new approach for machine learning security risk assessment: work in progress
Structural causal models as boundary objects in AI system development
Taxonomy of Generative AI Applications for Risk Assessment
A Holistic Framework for Evolving AI-Based Systems
Threat Modeling of ML-intensive Systems: Research Proposal
Improving generalizability of ML-enabled software through domain specification
Is Your Anomaly Detector Ready for Change? Adapting AIOps Solutions to the Real World
A Meta-Summary of Challenges in Building Products with ML Components - Collecting Experiences from 4758+ Practitioners
AI Living Lab: Quality Assurance for AI-based Health systems
Quality assurance of generative dialog models in an evolving conversational agent used for Swedish language practice
Themes of Building LLM-Based Applications for Production: A Practitioner's View
Automatically Resolving Data Source Dependency Hell in Large Scale Data Science Projects
Data smells in public datasets
CoCo Challenges in ML Engineering Teams: How to Collaboratively Build ML-Enabled Systems
LLMs for Test Input Generation for Semantic Applications
Systematic Testing of Security-Related Vulnerabilities in LLM-Based Applications
LoCoML: A Framework for Real-World ML Inference Pipelines
Unmasking Data Secrets: An Empirical Investigation into Data Smells and Their Impact on Data Quality
Green AI: a Preliminary Empirical Study on Energy Consumption in DL Models Across Different Runtime Infrastructures
Dataflow graphs as complete causal graphs
Investigating the Impact of SOLID Design Principles on Machine Learning Code Understanding
Worst-Case Convergence Time of ML Algorithms via Extreme Value Theory
Towards Code Generation from BDD Test Case Specifications: A Vision
How Federated Machine Learning Helps Increase the Mutual Benefit of Data-Sharing Ecosystems
Data Selection Driven by Item Difficulty: On Investigating Data Efficient Practice for Hyperparameter Search
Towards a methodological framework for production-ready AI-based software components
Conceptualising Software Development Lifecycle for Engineering AI Planning Systems
Towards Understanding Model Quantization for Reliable Deep Neural Network Deployment
Addressing Quality Challenges in Deep Learning: The Role of MLOps and Domain Knowledge
Towards Continuous Experiment-Driven MLOps
Data is about detail: an empirical investigation for software systems with NLP at core
What is software quality for AI engineers?: towards a thinning of the fog
Engineering a platform for reinforcement learning workloads
Finding Trojan Triggers in Code LLMs: An Occlusion-Based Human-in-the-Loop Approach
Enabling Machine Learning in Software Architecture Frameworks
Bringing Machine Learning Models Beyond the Experimental Stage with Explainable AI
How Do Model Export Formats Impact the Development of ML-Enabled Systems? A Case Study on Model Integration
Towards an Adoption Framework to Foster Trust in AI-Assisted Software Engineering
POLARIS: A Framework to Guide the Development of Trustworthy AI Systems
safe.trAIn - Engineering and Assurance of a Driverless Regional Train
Tenet: A Flexible Framework for Machine-Learning-based Vulnerability Detection
Rule-Based Assessment of Reinforcement Learning Practices Using Large Language Models
Model-Based Verification for AI-Enabled Cyber-Physical Systems Through Guided Falsification of Temporal Logic Properties
What About the Data? A Mapping Study on Data Engineering for AI Systems
Designing ML-Enabled Software Systems with ML Model Composition: A Green AI Perspective
Checkpointing and deterministic training for deep learning
Designing and Implementing LLM Guardrails Components in Production Environments
Developer Experiences with a Contextualized AI Coding Assistant: Usability, Expectations, and Outcomes
An Exploratory Study of Dataset and Model Management in Open Source Machine Learning Applications
Practical insights of repairing model problems on image classification
Beyond Syntax: Unleashing the Power of Computational Notebooks Code Metrics in Documentation Generation
Robust active learning: sample-efficient training of robust deep learning models
Privacy and Copyright Protection in Generative AI: A Lifecycle Perspective
Developing Multi-Agent LLM Applications Through Continuous Human-LLM Co-Programming
Welcome Your New AI Teammate: On Safety Analysis by Leashing Large Language Models
Engineering Carbon Emission-aware Machine Learning Pipelines
Data sovereignty for AI pipelines: lessons learned from an industrial project at Mondragon corporation
TopSelect: a topology-based feature selection method for industrial machine learning
An Exploratory Study of V-Model in Building ML-Enabled Software: A Systems Engineering Perspective
Towards Understanding Machine Learning Testing in Practise
Software Design Decisions for Greener Machine Learning-based Systems
Exploring ML testing in practice: lessons learned from an interactive rapid review with axis communications
Next Generation Information Technologies and Systems (NGITS '95), Second International Workshop, Naharia, Israel, June 27-29, 1995
Design and Implementation of a Distributed Crawler and Filtering Processor
Refactoring of Statecharts
A Component-Based Workflow System with Dynamic Modifications
Autonomy and Confidentiality: Secure Federated Data Management
Conjunctive Queries over DAGs
Perceived Usefulness and Perceived Ease of Use of Three Object-Oriented Modeling Methods: An Empirical Test
A Data Model for Music Information Retrieval
Moving Objects Information Management: The Database Challenge
Cost-Effective Jukebox Storage via Hybrid File-Block Caching
The Future of Graphical User Interfaces
Enhancing Domain Engineering with Aspect-Orientation
Information Modeling and Object Z: Specifying Generic Reusable Applications
Teaching Information Systems Engineering
Analysis of Queries Reaching SHIL on the Web - An Information System Providing Citizen Information
Embryonic Classes: Enabling Selective Multiple Inheritance
Strongly Typed Server Pages
Utilizing the Multiple Facets of WWW Contents
Workflow Management in the Internet Age (Abstract)
Towards Health 2.0: Mashups to the Rescue
Algebraic Graph-Based Approach to Management of Multidatabase Systems
A Taxonomy and Representation of Sources of Uncertainty in Active Systems
Limits of Microtransaction Systems
WWW Exploration Queries
Biomedical Information Integration Middleware for Clinical Genomics
Persistence and Security Support for Distributed System with Mobile Software Objects
Analytical Models and Neural Networks for Query Cost Evaluation
A Framework-Based Design for Supporting Availability of Layered Distributed Applications
The Role of Machine Vision in Information Technology Systems
Count-Constraints for Generating XML
Knowledge-based Schema Integration In a Heterogeneous Environment
A Neural Network Approach for Software Development Cost Estimation
tau -xSynopses - a System for Run-Time Management of XML Synopses
Querying Semantically Tagged Documents on the World-Wide Web
Enriching Object-Relational Databases with Relationship Semantics
TupleRank: Ranking Discovered Content in Virtual Databases
A Platform for LifeEvent Development in a eGovernment Environment: The PLEDGE Project
Representation of Highly-Complex Knowledge in a Database
Efficiently Updating Cost Repository Values for Query Optimization on Web Data Sources in a Mediator/Wrapper Environment
Maintaining Information Resources
The Dynamics of Active Database Rules: Models and Refinements
The Future of Web Search: From Information Retrieval to Information Supply
Modeling and Simulation of Grid Information Service
A New Privacy Model for Web Surfing
Automatic Discovery of Regular Expression Patterns Representing Negated Findings in Medical Narrative Reports
Searching in the "Real World"
System-Wide Multiresolution
ProMo - A Scalable and Efficient Framework for Online Data Delivery
Advanced Transaction Systems in CORDS Multidatabase System Environment
Correctness of Workflow in the Presence of Concurrency
Using Complex Conceptual Structures for Representing and Querying the "Meaning" of Narrative NL Documents
Design of Software System For Negotiation
Temporal Active Rules
A Multimodal System for Interpreting Echocardiograms
The Caelum Toolkit for CSCW: The Sky is the Limit
The TSIMMIS Approach to Mediation: Data Models and Languages
A Groupware-Based Team Training Shell and its Application to Trauma Team Training
The Situation Manager Component of Amit - Active Middleware Technology
An Information Retrieval System for Network Resources
Next Generation Information Technologies and Systems, 5th International Workshop, NGITS 2002, Caesarea, Israel, June 24-25, 2002, Proceedings
A Temporal Reasoning Approach to Model Workflow Activities
Database Monitoring in U-Datalog
Software Aid for Formulation of Models
ParDes: A Parallel Computing Graphical Desktop
Dynamic Configuration and Enforcement of Access Control for Mobile Components
TRAPS - A Time Dependent Resource Allocation Language
Tracking Moving Objects Using Database Technology in DOMINO
A Spreadsheet Client for Web Applications
Next Generation Criminal Intelligence Systems: How Novel Knowledge Based Applications and Multi-Media Interfaces May Merge
Automated Negotiation in Electronic Commerce
NGITS' 93 - The International Workshop on Next Generation Information Technologies and Systems, Technion, Haifa, Israel, June 28-30, 1993
LTS: The List-Traversal Synopses System
Next Generation Information Technologies and Systems, 4th International Workshop, NGITS'99, Zikhron-Yaakov, Israel, July 5-7, 1999 Proceedings
A Fast Signature Algorithm for Sequence Data Searching
Is There Life After the Internet?
On Semantic Verification of Object-Oriented Database Schemas
Modeling Cooperation Among Information Systems Using Control Elements
OPOSSUM : Bridging the Gap Between Web Services and the Semantic Web
Multiplex: A Formal Model for Multidatabases and Its Implementation
Answering Cooperative Recursive Queries in Web Federated Databases
OSQL: An Extension to SQL to Manipulate Ordered Relational Databases
On Fuzzy Hyperknowledge Support Systems
The Natural Language Modeling Procedure
Simulations of Distributed Service-Based Content Adaptation for Network Optimization
Aligning Information Strategy with Business Strategy - A Technical Perspective
Building Face-to-Face Synchronous Collaborative Applications
Enhancing Text Readability in Damaged Documents
Optimizing Object-Oriented Queries with Path Predicates: Genetic Algorithm Approach
Online Group Deliberation for the Elicitation of Shared Values to Underpin Decision Making
Predictive Workflow Management
Future Demands of Multimedia Databases
e-Colabra: An Enterprise Collaboration & Reuse Environment
An Adaptive Multimedia-Presentation System
Towards a Crystal Ball for Data Retrieval
Capture More Data Semantics Through the Expanded Entity-Relationship Model
Integrating Multiple Concurrency Control Algorithms
A Hybrid Method for Speeding SVM Training
Global Version Management for a Federated Turbine Design Environment
Temporal Knowledge Acquisition from Multiple Experters
Design of Self Service Information System for a Very Large Number of Occasional Users - Experiences with Videotext
Dynamic Construction of User Defined Virtual Cubes
Conversation about Software Requirements with Prototypes and Scenarios
On the Optimization of Queries Containing Regular Path Expressions
Short and Informal Documents: A Probabilistic Model for Description Enrichment
Integrating Data Mining with Relational DBMS: A Tightly-Coupled Approach
Interactive Query Expansion in a Meta-search Engine
The MyVIEW Project: A Data Warehousing Approach to Personalized Digital Libraries
Creating Consistent Diagnoses List for Developmental Disorders Using UMLS
ITRA under Partitions
Web Application Security Gateway with Java Non-blocking IO
OLOG: A Deductive Object Database Language
Design of Service Management System in OSGi Based Ubiquitous Computing Environment
InEDvance : Advanced IT in Support of Emergency Department Management
Performance Improvement of Fault Tolerant CORBA Based Intelligent Transportation Systems (ITS) with an Autonomous Agent
Interpretation of History Pseudostates in Orthogonal States of UML State Machines
Autonomous Objects: A Natural Model for Complex Applications
An Agent-Oriented Approach to Semantic Web Services
A Federated Multi-Media Database for Medical Research: Architecture and Functionality
Internal and External Intelligent Interaction in Complex Decision Systems
Morphological Disambiguation for Hebrew Search Systems
Sybil: Supporting Heterogeneous Database Interoperability with Lightweight Alliance
Comparing the Expressiveness of Temporal Data Models Based on Time Dimension Representation
Hypertext Browsing: A New Model Based on Hypergraph's Dynamic Construction and Data Analysis Methods
Routing Queries in a Network of Databases Driven by a Meta Knowledge-Base
Next Generation Enterprise IT Systems
Towards Objective Measurements from Medical Radiographs
On Mediated Search of the United States Holocaust Memorial Museum Data
DFL - A Hybrid Integration of Descriptions and Rules, Using F-Logic as an Underlying Semantics
Faster Joins, Self Joins and Multi-Way Joins Using Join Indices
Towards Large-Scale Knowledge Discovery in Databases (KDD) by Exploiting Parallelism in Generic KDD Primitives
A Repository of Services for the Government to Businesses Relationship
Learning User Interests in Heterogeneous Information Repositories
AMOS - An Architecture for Active Mediators
Modeling and Execution of Editing Processes in Collaborative Writing Applications Supported by Database Systems
Microaggregation for Database and Location Privacy
Structured Data on the Web
Some Advances in Data-Mining Techniques (Abstract)
Next Generation Information Technologies and Systems, 7th International Conference, NGITS 2009, Haifa, Israel, June 16-18, 2009. Revised Selected Papers
The Future and Impact of the Telecommunication Technology
Efficient Caching Strategies for Gnutella-Like Systems to Achieve Anonymity in Unstructured P2P File Sharing
Incrementally Computing Ordered Answers of Acyclic Conjunctive Queries
Analyzing Object-Oriented Design Patterns from an Object-Process Viewpoint
On Migrating Threads
Next Generation Information Technologies and Systems, 6th International Workshop, NGITS 2006, Kibbutz Shefayim, Israel, July 4-6, 2006, Proceedings
Cooperation in Heterogenous Database Systems
The Promise and Challenge of Multidimensional Visualization
Presentation Layer Modeling for Shareable Multimedia Data
Strategies for Filtering E-mail Messages Combining Content-Based and Sociological Filtering with User-Stereotypes
An Experimental Comparison of Entity-Relationship and Object-Oriented Model on Quality of Design
Next Generation Information Technologies and Systems (NGITS '97), Third International Workshop, Neve Ilan, Israel, June 30 - July 3, 1997
The Replica Management for Wide-Area Distributed Computing Environments
Query Decomposition, Optimization and Processing in Multidatabase Systems
Category Translation: Learning to Understand Information on the Internet
Delivery of Electronic News
The Third Query Paradigm
Onthology-Driven Integration of Scientific Repositories
From Object-Process Diagrams to a Natural Object-Process Language
Extending Object-Process Diagrams for the Implementation Phase
Select-Project Queries over XML Documents
Specifying Local Ontologies in Support of Semantic Interoperability of Distributed Inter-organizational Applications
Enabling Design-Centric eBusiness Applications
Biometrics Authenticated Key Agreement Scheme
Towards Automatic Integration of Persistency Requirements in Enterprise-Systems - The Persistent-to-Persistent Patterns
Worldwide Accessibility to Yizkor Books
Maintenance and Self Maintenance of Outer-Join Views
Vocabulary Problem in Internet Resource Discovery
A Common Access Structure for Standard Attributes and Document Representations in Vector Space
Dynamic Relationships and Their Propagation and Concurrency Semantics in Object-Oriented Databases
Improved hB-Tree with High Space Utilization and Eliminating DAG
Self-Stabilization in Database Consistency Maintenance
Second Order Snapshot-Log Relations: Supporting Multi-directional Database Replication Using Asynchronous Snapshot Replication
DiaGen: A Generator for Diagram Editors Based on a Hypergraph Model
Towards a Pan-European Learning Resource Exchange Infrastructure
The Logic of Enterprise Models
A Database Array Algebra for Spatio-Temporal Data and Beyond
On the Aesthetics of Diagrams
A History-Oriented Temporal SQL Extension
Semantic Warehousing of Diverse Biomedical Information
FOOM and OPM Methodologies - Experimental Comparison of User Comprehension
Self Organizing Feature Map for Clustering in Persistent Object Stores
CODES - A Design Tool for Next Generation Computerized Systems
How Deep Should It Be? On the Optimality of Hierarchical Architectures
An Approach to Integrate Data and Knowledge Management in Next Generation Information Systems
System Grokking - A Novel Approach for Software Understanding, Validation, and Evolution
Modeling Heterogeneous Software Components
Developing Parallel Cell-Based Filtering Scheme Under Shared-Nothing Cluster-Based Architecture
Consistency of UML Class Diagrams with Hierarchy Constraints
Bicycle Detection from Top View Perspective in Surveillance System using Convolutional Neural Network
Understanding shells in 90 minutes
Question Answering auf SNIK
Künstliche Intelligenz im Requirements Engineering
UDP and Shared Memory Comparison Performance Comparison Analysis of Data-Exchange Efficiency in Middleware Systems with UDP and Shared Memory
Building a GAN for Replicating Epithelial Impedance Spectra for ML-based Pattern Recognition
Generierung und Abdeckung repräsentativer Pfadmengen in Straßennetzwerken
Bisecting K-Prototypes: Effizientes hierarchisches Clustering gemischter Datensets
Baumautomaten als notationelle Variante logischer Matrix-Semantik